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+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Release all buttons for 12 game ticks."
+    },
+    {
+      "id": 1,
+      "name": "left",
+      "template": [
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-left for 12 game ticks."
+    },
+    {
+      "id": 2,
+      "name": "right",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-right for 12 game ticks."
+    },
+    {
+      "id": 3,
+      "name": "jump",
+      "template": [
+        [
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press up for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 4,
+      "name": "crouch",
+      "template": [
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold down to crouch for 12 game ticks."
+    },
+    {
+      "id": 5,
+      "name": "light_punch",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press light punch for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 6,
+      "name": "medium_punch",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press medium punch for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 7,
+      "name": "heavy_punch",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press heavy punch for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 8,
+      "name": "light_kick",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press light kick for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 9,
+      "name": "medium_kick",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press medium kick for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 10,
+      "name": "heavy_kick",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press heavy kick for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 11,
+      "name": "left_jump",
+      "template": [
+        [
+          1,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-left for 12 game ticks and press up during the first 3 game ticks."
+    },
+    {
+      "id": 12,
+      "name": "right_jump",
+      "template": [
+        [
+          1,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-right for 12 game ticks and press up during the first 3 game ticks."
+    }
+  ],
+  "block_ticks": 12,
+  "combat_buttons": [
+    "UP",
+    "DOWN",
+    "LEFT",
+    "RIGHT",
+    "A",
+    "Y",
+    "X",
+    "B",
+    "C",
+    "Z"
+  ],
+  "direction_semantics": "absolute screen LEFT/RIGHT",
+  "native_fps": 60,
+  "port_buttons_per_player": [
+    "B",
+    "A",
+    "MODE",
+    "START",
+    "UP",
+    "DOWN",
+    "LEFT",
+    "RIGHT",
+    "C",
+    "Y",
+    "X",
+    "Z"
+  ],
+  "press_ticks": 3,
+  "sampling": "independent PCG64 streams per source episode and player; uniform 1/13; repeats allowed",
+  "version": "sf3_external_12tick_v1"
+}
diff --git a/SF3/dataset/npc0/val/sources/sf3_val_external_002581_attempt0000/report.json b/SF3/dataset/npc0/val/sources/sf3_val_external_002581_attempt0000/report.json
new file mode 100644
index 0000000000000000000000000000000000000000..3d816dbe8aa7dc1c5e69c312c23844d8b238dedf
--- /dev/null
+++ b/SF3/dataset/npc0/val/sources/sf3_val_external_002581_attempt0000/report.json
@@ -0,0 +1 @@
+{"action_counts":{"P1":{"crouch":11,"heavy_kick":9,"heavy_punch":11,"jump":5,"left":8,"left_jump":8,"light_kick":4,"light_punch":6,"medium_kick":5,"medium_punch":5,"noop":10,"right":9,"right_jump":9},"P2":{"crouch":6,"heavy_kick":11,"heavy_punch":7,"jump":11,"left":9,"left_jump":5,"light_kick":9,"light_punch":3,"medium_kick":10,"medium_punch":7,"noop":4,"right":9,"right_jump":9}},"case_id":"sf3_val_external_002581","control_values":[[1,1]],"formal_ready":false,"frames":401,"hp_end":[114,86],"hp_start":[160,160],"input_audit":{"decisions_per_player":100,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":1200},"master_seed":20260920,"missing_formal_gates":["independent_formal_audit"],"native_input_audit":{"action_labels_describe":"issued external ports; filtered input is audit evidence","actor_tile_write_counts":[[5508,0],[4547,0]],"compared_words":[0,1,3],"engine_filtered_ticks":[204,216,420,492,564,684,708,816,972,1116,1152,1188],"exact":true,"filter_state_mismatched_values":0,"first_post_filter_mismatch":null,"post_filter_mismatched_words":0,"pre_filter_mismatched_words":0,"primary_blend_pixels":0,"scope":"issued ports -> pre-SOCD words -> existing default filter -> consumed Cps3Input","socd_mode":[3,3],"ticks":1200},"native_transitions":1200,"npc_count":0,"player_seed_hex":["5918f0211f49397b6bf044bae8dd3a65d800d66e563a1d2b9e9d917c431829c6","261084fbec20a3788f58d2018cd1150292b1cdd5752022d676a8a57912b1931a"],"python":"3.8.20 (default, Oct  2 2024, 16:34:12) \n[Clang 18.1.8 ]","seconds":45.891090331599116,"segments":[{"end_native_transition":300,"hp_end":[146,141],"hp_start":[160,160],"index":0,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"reasons":[],"selected_for_encoding":false,"start_native_transition":0,"valid":true},{"body_labels":{"body_pixel_min":[4176,2171],"engine_ids":[33608076,33609060],"id_encoding":"RGB=(0,0,rank), rank1=P1, rank2=P2; background=0","mask_policy":"sf3_primary_character_body_only_v1","media":{"byte_size":983670,"codec":"ffv1","decoded_rgb24_matches_source":true,"fps":20,"frames":101,"height":480,"pixel_format":"bgr0","resize":"384x224 -> crop top=1 bottom=1 left=0 right=0 -> 384x222 -> 832x481 nearest-neighbor (uniform 13/6, non-integer scale) -> crop bottom=1 -> 832x480","spatial_transform":{"integer_upscale":false,"interpolation":"nearest-neighbor","native_crop_ltrb":[0,1,0,1],"native_size_wh":[384,224],"output_crop_ltrb":[0,0,0,1],"output_size_wh":[832,480],"resize_size_wh":[832,481],"scale_xy":[2.1666666666666665,2.1666666666666665],"source_index_xy":["floor(x * 384 / 832)","1 + floor(y * 222 / 481)"]},"width":832}},"end_native_transition":600,"hp_end":[121,141],"hp_start":[146,141],"index":1,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"media":{"byte_size":7313312,"codec":"ffv1","decoded_rgb24_matches_source":true,"fps":20,"frames":101,"height":480,"pixel_format":"bgr0","resize":"384x224 -> crop top=1 bottom=1 left=0 right=0 -> 384x222 -> 832x481 nearest-neighbor (uniform 13/6, non-integer scale) -> crop bottom=1 -> 832x480","spatial_transform":{"integer_upscale":false,"interpolation":"nearest-neighbor","native_crop_ltrb":[0,1,0,1],"native_size_wh":[384,224],"output_crop_ltrb":[0,0,0,1],"output_size_wh":[832,480],"resize_size_wh":[832,481],"scale_xy":[2.1666666666666665,2.1666666666666665],"source_index_xy":["floor(x * 384 / 832)","1 + floor(y * 222 / 481)"]},"width":832},"reasons":[],"selected_for_encoding":true,"start_native_transition":300,"valid":true},{"end_native_transition":900,"hp_end":[121,112],"hp_start":[121,141],"index":2,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"reasons":[],"selected_for_encoding":false,"start_native_transition":600,"valid":true},{"end_native_transition":1200,"hp_end":[114,86],"hp_start":[121,112],"index":3,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"reasons":[],"selected_for_encoding":false,"start_native_transition":900,"valid":true}],"setup":{"boot":"fresh linear normal 2P boot; no RAM writes; no get_state/set_state","boundary_policy":"phase2_transition_linear_external_v1","core":{"package":"../../../../../generator/retro/stable_retro/__init__.py","path":"../../../../../generator/core/fbneo_libretro.so","stable_retro":"0.9.9"},"expected_character_ids":[1,8],"initial_completed_native_transitions":2376,"initial_state":{"actor_hp":[160,160],"actor_state_words":[[3,0,1,1],[3,0,1,1]],"characters":[1,8],"command_words_observed":[0,0],"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[418,614],"object_y_candidate":[0,0],"round_phase":131072,"stage_id":8,"stage_round_variant":0,"stage_scene_resource":14,"timer":99},"integration_files":{"data.json":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002581_attempt0000/integration/Sf3-Arcade/data.json"},"metadata.json":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002581_attempt0000/integration/Sf3-Arcade/metadata.json"},"original_rom":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002581_attempt0000/integration/Sf3-Arcade/sfiii.zip"},"rom":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002581_attempt0000/integration/Sf3-Arcade/rom.zip"},"scenario.json":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002581_attempt0000/integration/Sf3-Arcade/scenario.json"}},"phase_transitions":[{"actor_hp":[160,160],"actor_state_words":[[1,0,0,0],[1,0,0,0]],"characters":[1,8],"command_words_observed":[0,0],"completed_native_transitions":2106,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[0,0],"hp":[160,160],"object_x_candidate":[0,0],"object_y_candidate":[0,0],"round_phase":65536,"stage_id":8,"stage_round_variant":0,"stage_scene_resource":14,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[2,0,0,3],[2,0,0,1]],"characters":[1,8],"command_words_observed":[0,0],"completed_native_transitions":2130,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[380,614],"object_y_candidate":[0,0],"round_phase":65537,"stage_id":8,"stage_round_variant":0,"stage_scene_resource":14,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[2,0,0,3],[2,0,0,1]],"characters":[1,8],"command_words_observed":[0,0],"completed_native_transitions":2138,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[380,618],"object_y_candidate":[0,0],"round_phase":65538,"stage_id":8,"stage_round_variant":0,"stage_scene_resource":14,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[2,0,0,3],[2,0,0,1]],"characters":[1,8],"command_words_observed":[0,0],"completed_native_transitions":2139,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[380,618],"object_y_candidate":[0,0],"round_phase":65539,"stage_id":8,"stage_round_variant":0,"stage_scene_resource":14,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[2,0,1,0],[3,0,1,1]],"characters":[1,8],"command_words_observed":[0,0],"completed_native_transitions":2268,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[418,622],"object_y_candidate":[0,0],"round_phase":65540,"stage_id":8,"stage_round_variant":0,"stage_scene_resource":14,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[3,0,1,1],[3,0,1,1]],"characters":[1,8],"command_words_observed":[0,0],"completed_native_transitions":2376,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[418,614],"object_y_candidate":[0,0],"round_phase":131072,"stage_id":8,"stage_round_variant":0,"stage_scene_resource":14,"timer":99}],"requested_characters":["alex","elena"],"timing":"transition output is t0; next step consumes input tick 0"},"source_episode_id":"sf3_val_external_002581_attempt0000","source_mode":"independent_uniform_random","status":"UNCOMMITTED_FORMAL_CANDIDATE","stored_input_audit":{"decisions_per_player":100,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":1200},"subjects":[{"character":"alex","handle":"P1","native_slot":0,"role":"external_player"},{"character":"elena","handle":"P2","native_slot":1,"role":"external_player"}],"utc":"2026-09-20T08:05:25.007272+00:00","valid_segments":4}
diff --git a/SF3/dataset/npc0/val/sources/sf3_val_external_002584_attempt0000/action_protocol.json b/SF3/dataset/npc0/val/sources/sf3_val_external_002584_attempt0000/action_protocol.json
new file mode 100644
index 0000000000000000000000000000000000000000..9d42acc405e15e3119ccead42ae18332b5eecd88
--- /dev/null
+++ b/SF3/dataset/npc0/val/sources/sf3_val_external_002584_attempt0000/action_protocol.json
@@ -0,0 +1,1999 @@
+{
+  "actions": [
+    {
+      "id": 0,
+      "name": "noop",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Release all buttons for 12 game ticks."
+    },
+    {
+      "id": 1,
+      "name": "left",
+      "template": [
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-left for 12 game ticks."
+    },
+    {
+      "id": 2,
+      "name": "right",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-right for 12 game ticks."
+    },
+    {
+      "id": 3,
+      "name": "jump",
+      "template": [
+        [
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press up for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 4,
+      "name": "crouch",
+      "template": [
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold down to crouch for 12 game ticks."
+    },
+    {
+      "id": 5,
+      "name": "light_punch",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press light punch for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 6,
+      "name": "medium_punch",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press medium punch for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 7,
+      "name": "heavy_punch",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press heavy punch for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 8,
+      "name": "light_kick",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press light kick for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 9,
+      "name": "medium_kick",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press medium kick for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 10,
+      "name": "heavy_kick",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press heavy kick for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 11,
+      "name": "left_jump",
+      "template": [
+        [
+          1,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-left for 12 game ticks and press up during the first 3 game ticks."
+    },
+    {
+      "id": 12,
+      "name": "right_jump",
+      "template": [
+        [
+          1,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-right for 12 game ticks and press up during the first 3 game ticks."
+    }
+  ],
+  "block_ticks": 12,
+  "combat_buttons": [
+    "UP",
+    "DOWN",
+    "LEFT",
+    "RIGHT",
+    "A",
+    "Y",
+    "X",
+    "B",
+    "C",
+    "Z"
+  ],
+  "direction_semantics": "absolute screen LEFT/RIGHT",
+  "native_fps": 60,
+  "port_buttons_per_player": [
+    "B",
+    "A",
+    "MODE",
+    "START",
+    "UP",
+    "DOWN",
+    "LEFT",
+    "RIGHT",
+    "C",
+    "Y",
+    "X",
+    "Z"
+  ],
+  "press_ticks": 3,
+  "sampling": "independent PCG64 streams per source episode and player; uniform 1/13; repeats allowed",
+  "version": "sf3_external_12tick_v1"
+}
diff --git a/SF3/dataset/npc0/val/sources/sf3_val_external_002584_attempt0000/report.json b/SF3/dataset/npc0/val/sources/sf3_val_external_002584_attempt0000/report.json
new file mode 100644
index 0000000000000000000000000000000000000000..4781139e8da18246603853ed3aa80d042a643946
--- /dev/null
+++ b/SF3/dataset/npc0/val/sources/sf3_val_external_002584_attempt0000/report.json
@@ -0,0 +1 @@
+{"action_counts":{"P1":{"crouch":8,"heavy_kick":5,"heavy_punch":5,"jump":10,"left":6,"left_jump":8,"light_kick":7,"light_punch":7,"medium_kick":12,"medium_punch":9,"noop":11,"right":7,"right_jump":5},"P2":{"crouch":12,"heavy_kick":8,"heavy_punch":7,"jump":6,"left":10,"left_jump":6,"light_kick":8,"light_punch":9,"medium_kick":7,"medium_punch":11,"noop":3,"right":9,"right_jump":4}},"case_id":"sf3_val_external_002584","control_values":[[1,1]],"formal_ready":false,"frames":401,"hp_end":[64,56],"hp_start":[160,160],"input_audit":{"decisions_per_player":100,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":1200},"master_seed":20260920,"missing_formal_gates":["independent_formal_audit"],"native_input_audit":{"action_labels_describe":"issued external ports; filtered input is audit evidence","actor_tile_write_counts":[[5439,0],[5375,0]],"compared_words":[0,1,3],"engine_filtered_ticks":[36,108,192,252,300,348,360,1152],"exact":true,"filter_state_mismatched_values":0,"first_post_filter_mismatch":null,"post_filter_mismatched_words":0,"pre_filter_mismatched_words":0,"primary_blend_pixels":0,"scope":"issued ports -> pre-SOCD words -> existing default filter -> consumed Cps3Input","socd_mode":[3,3],"ticks":1200},"native_transitions":1200,"npc_count":0,"player_seed_hex":["8f2e9b3ae7e8a7770a230037f56463c76c1f891c41cf7de39367e36a642768d4","fbaa5a096c4ed47dfa0419edd74d5766a3714197a248d09b6c63e042707dfe6a"],"python":"3.8.20 (default, Oct  2 2024, 16:34:12) \n[Clang 18.1.8 ]","seconds":50.624544152989984,"segments":[{"end_native_transition":300,"hp_end":[144,160],"hp_start":[160,160],"index":0,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"reasons":[],"selected_for_encoding":false,"start_native_transition":0,"valid":true},{"end_native_transition":600,"hp_end":[124,104],"hp_start":[144,160],"index":1,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"reasons":[],"selected_for_encoding":false,"start_native_transition":300,"valid":true},{"end_native_transition":900,"hp_end":[93,56],"hp_start":[124,104],"index":2,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"reasons":[],"selected_for_encoding":false,"start_native_transition":600,"valid":true},{"body_labels":{"body_pixel_min":[3478,3050],"engine_ids":[33608076,33609060],"id_encoding":"RGB=(0,0,rank), rank1=P1, rank2=P2; background=0","mask_policy":"sf3_primary_character_body_only_v1","media":{"byte_size":988898,"codec":"ffv1","decoded_rgb24_matches_source":true,"fps":20,"frames":101,"height":480,"pixel_format":"bgr0","resize":"384x224 -> crop top=1 bottom=1 left=0 right=0 -> 384x222 -> 832x481 nearest-neighbor (uniform 13/6, non-integer scale) -> crop bottom=1 -> 832x480","spatial_transform":{"integer_upscale":false,"interpolation":"nearest-neighbor","native_crop_ltrb":[0,1,0,1],"native_size_wh":[384,224],"output_crop_ltrb":[0,0,0,1],"output_size_wh":[832,480],"resize_size_wh":[832,481],"scale_xy":[2.1666666666666665,2.1666666666666665],"source_index_xy":["floor(x * 384 / 832)","1 + floor(y * 222 / 481)"]},"width":832}},"end_native_transition":1200,"hp_end":[64,56],"hp_start":[93,56],"index":3,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"media":{"byte_size":7676309,"codec":"ffv1","decoded_rgb24_matches_source":true,"fps":20,"frames":101,"height":480,"pixel_format":"bgr0","resize":"384x224 -> crop top=1 bottom=1 left=0 right=0 -> 384x222 -> 832x481 nearest-neighbor (uniform 13/6, non-integer scale) -> crop bottom=1 -> 832x480","spatial_transform":{"integer_upscale":false,"interpolation":"nearest-neighbor","native_crop_ltrb":[0,1,0,1],"native_size_wh":[384,224],"output_crop_ltrb":[0,0,0,1],"output_size_wh":[832,480],"resize_size_wh":[832,481],"scale_xy":[2.1666666666666665,2.1666666666666665],"source_index_xy":["floor(x * 384 / 832)","1 + floor(y * 222 / 481)"]},"width":832},"reasons":[],"selected_for_encoding":true,"start_native_transition":900,"valid":true}],"setup":{"boot":"fresh linear normal 2P boot; no RAM writes; no get_state/set_state","boundary_policy":"phase2_transition_linear_external_v1","core":{"package":"../../../../../generator/retro/stable_retro/__init__.py","path":"../../../../../generator/core/fbneo_libretro.so","stable_retro":"0.9.9"},"expected_character_ids":[1,9],"initial_completed_native_transitions":2385,"initial_state":{"actor_hp":[160,160],"actor_state_words":[[3,0,1,1],[3,0,1,1]],"characters":[1,9],"command_words_observed":[0,0],"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[418,608],"object_y_candidate":[0,0],"round_phase":131072,"stage_id":9,"stage_round_variant":0,"stage_scene_resource":16,"timer":99},"integration_files":{"data.json":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002584_attempt0000/integration/Sf3-Arcade/data.json"},"metadata.json":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002584_attempt0000/integration/Sf3-Arcade/metadata.json"},"original_rom":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002584_attempt0000/integration/Sf3-Arcade/sfiii.zip"},"rom":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002584_attempt0000/integration/Sf3-Arcade/rom.zip"},"scenario.json":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002584_attempt0000/integration/Sf3-Arcade/scenario.json"}},"phase_transitions":[{"actor_hp":[160,160],"actor_state_words":[[1,0,0,0],[1,0,0,0]],"characters":[1,9],"command_words_observed":[0,0],"completed_native_transitions":2115,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[0,0],"hp":[160,160],"object_x_candidate":[0,0],"object_y_candidate":[0,0],"round_phase":65536,"stage_id":9,"stage_round_variant":0,"stage_scene_resource":16,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[2,0,0,3],[2,0,0,1]],"characters":[1,9],"command_words_observed":[0,0],"completed_native_transitions":2139,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[380,605],"object_y_candidate":[0,200],"round_phase":65537,"stage_id":9,"stage_round_variant":0,"stage_scene_resource":16,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[2,0,0,3],[2,0,0,1]],"characters":[1,9],"command_words_observed":[0,0],"completed_native_transitions":2147,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[380,607],"object_y_candidate":[0,200],"round_phase":65538,"stage_id":9,"stage_round_variant":0,"stage_scene_resource":16,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[2,0,0,3],[2,0,0,1]],"characters":[1,9],"command_words_observed":[0,0],"completed_native_transitions":2148,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[380,607],"object_y_candidate":[0,200],"round_phase":65539,"stage_id":9,"stage_round_variant":0,"stage_scene_resource":16,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[2,0,1,0],[2,0,0,4]],"characters":[1,9],"command_words_observed":[0,0],"completed_native_transitions":2277,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[418,608],"object_y_candidate":[0,0],"round_phase":65540,"stage_id":9,"stage_round_variant":0,"stage_scene_resource":16,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[3,0,1,1],[3,0,1,1]],"characters":[1,9],"command_words_observed":[0,0],"completed_native_transitions":2385,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[418,608],"object_y_candidate":[0,0],"round_phase":131072,"stage_id":9,"stage_round_variant":0,"stage_scene_resource":16,"timer":99}],"requested_characters":["alex","oro"],"timing":"transition output is t0; next step consumes input tick 0"},"source_episode_id":"sf3_val_external_002584_attempt0000","source_mode":"independent_uniform_random","status":"UNCOMMITTED_FORMAL_CANDIDATE","stored_input_audit":{"decisions_per_player":100,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":1200},"subjects":[{"character":"alex","handle":"P1","native_slot":0,"role":"external_player"},{"character":"oro","handle":"P2","native_slot":1,"role":"external_player"}],"utc":"2026-09-20T09:11:16.992338+00:00","valid_segments":4}
diff --git a/SF3/dataset/npc0/val/sources/sf3_val_external_002588_attempt0000/action_protocol.json b/SF3/dataset/npc0/val/sources/sf3_val_external_002588_attempt0000/action_protocol.json
new file mode 100644
index 0000000000000000000000000000000000000000..9d42acc405e15e3119ccead42ae18332b5eecd88
--- /dev/null
+++ b/SF3/dataset/npc0/val/sources/sf3_val_external_002588_attempt0000/action_protocol.json
@@ -0,0 +1,1999 @@
+{
+  "actions": [
+    {
+      "id": 0,
+      "name": "noop",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Release all buttons for 12 game ticks."
+    },
+    {
+      "id": 1,
+      "name": "left",
+      "template": [
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-left for 12 game ticks."
+    },
+    {
+      "id": 2,
+      "name": "right",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-right for 12 game ticks."
+    },
+    {
+      "id": 3,
+      "name": "jump",
+      "template": [
+        [
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press up for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 4,
+      "name": "crouch",
+      "template": [
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold down to crouch for 12 game ticks."
+    },
+    {
+      "id": 5,
+      "name": "light_punch",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press light punch for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 6,
+      "name": "medium_punch",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press medium punch for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 7,
+      "name": "heavy_punch",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press heavy punch for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 8,
+      "name": "light_kick",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press light kick for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 9,
+      "name": "medium_kick",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press medium kick for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 10,
+      "name": "heavy_kick",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press heavy kick for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 11,
+      "name": "left_jump",
+      "template": [
+        [
+          1,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-left for 12 game ticks and press up during the first 3 game ticks."
+    },
+    {
+      "id": 12,
+      "name": "right_jump",
+      "template": [
+        [
+          1,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-right for 12 game ticks and press up during the first 3 game ticks."
+    }
+  ],
+  "block_ticks": 12,
+  "combat_buttons": [
+    "UP",
+    "DOWN",
+    "LEFT",
+    "RIGHT",
+    "A",
+    "Y",
+    "X",
+    "B",
+    "C",
+    "Z"
+  ],
+  "direction_semantics": "absolute screen LEFT/RIGHT",
+  "native_fps": 60,
+  "port_buttons_per_player": [
+    "B",
+    "A",
+    "MODE",
+    "START",
+    "UP",
+    "DOWN",
+    "LEFT",
+    "RIGHT",
+    "C",
+    "Y",
+    "X",
+    "Z"
+  ],
+  "press_ticks": 3,
+  "sampling": "independent PCG64 streams per source episode and player; uniform 1/13; repeats allowed",
+  "version": "sf3_external_12tick_v1"
+}
diff --git a/SF3/dataset/npc0/val/sources/sf3_val_external_002588_attempt0000/report.json b/SF3/dataset/npc0/val/sources/sf3_val_external_002588_attempt0000/report.json
new file mode 100644
index 0000000000000000000000000000000000000000..7749087aab6aca5290e23e7a37b1033f70bbd97b
--- /dev/null
+++ b/SF3/dataset/npc0/val/sources/sf3_val_external_002588_attempt0000/report.json
@@ -0,0 +1 @@
+{"action_counts":{"P1":{"crouch":11,"heavy_kick":9,"heavy_punch":10,"jump":8,"left":5,"left_jump":8,"light_kick":6,"light_punch":8,"medium_kick":6,"medium_punch":3,"noop":9,"right":11,"right_jump":6},"P2":{"crouch":4,"heavy_kick":8,"heavy_punch":11,"jump":11,"left":7,"left_jump":7,"light_kick":9,"light_punch":5,"medium_kick":11,"medium_punch":7,"noop":5,"right":10,"right_jump":5}},"case_id":"sf3_val_external_002588","control_values":[[1,1]],"formal_ready":false,"frames":401,"hp_end":[114,135],"hp_start":[160,160],"input_audit":{"decisions_per_player":100,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":1200},"master_seed":20260920,"missing_formal_gates":["independent_formal_audit"],"native_input_audit":{"action_labels_describe":"issued external ports; filtered input is audit evidence","actor_tile_write_counts":[[6287,0],[5642,0]],"compared_words":[0,1,3],"engine_filtered_ticks":[156,228,432,540,600,612,780,792,912,924,1188],"exact":true,"filter_state_mismatched_values":0,"first_post_filter_mismatch":null,"post_filter_mismatched_words":0,"pre_filter_mismatched_words":0,"primary_blend_pixels":0,"scope":"issued ports -> pre-SOCD words -> existing default filter -> consumed Cps3Input","socd_mode":[3,3],"ticks":1200},"native_transitions":1200,"npc_count":0,"player_seed_hex":["75c1484c67d05f2147cd41a486adea37a41f8c2ad2a1cccf583321fce825d563","6232456f6a78be65f1dcf0b5d02f5d22038fa1d1dc18e7e0325d635bd6aecda9"],"python":"3.8.20 (default, Oct  2 2024, 16:34:12) \n[Clang 18.1.8 ]","seconds":51.010143268853426,"segments":[{"end_native_transition":300,"hp_end":[114,157],"hp_start":[160,160],"index":0,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"reasons":[],"selected_for_encoding":false,"start_native_transition":0,"valid":true},{"end_native_transition":600,"hp_end":[114,157],"hp_start":[114,157],"index":1,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"reasons":[],"selected_for_encoding":false,"start_native_transition":300,"valid":true},{"body_labels":{"body_pixel_min":[3040,3388],"engine_ids":[33608076,33609060],"id_encoding":"RGB=(0,0,rank), rank1=P1, rank2=P2; background=0","mask_policy":"sf3_primary_character_body_only_v1","media":{"byte_size":983888,"codec":"ffv1","decoded_rgb24_matches_source":true,"fps":20,"frames":101,"height":480,"pixel_format":"bgr0","resize":"384x224 -> crop top=1 bottom=1 left=0 right=0 -> 384x222 -> 832x481 nearest-neighbor (uniform 13/6, non-integer scale) -> crop bottom=1 -> 832x480","spatial_transform":{"integer_upscale":false,"interpolation":"nearest-neighbor","native_crop_ltrb":[0,1,0,1],"native_size_wh":[384,224],"output_crop_ltrb":[0,0,0,1],"output_size_wh":[832,480],"resize_size_wh":[832,481],"scale_xy":[2.1666666666666665,2.1666666666666665],"source_index_xy":["floor(x * 384 / 832)","1 + floor(y * 222 / 481)"]},"width":832}},"end_native_transition":900,"hp_end":[114,135],"hp_start":[114,157],"index":2,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"media":{"byte_size":8252480,"codec":"ffv1","decoded_rgb24_matches_source":true,"fps":20,"frames":101,"height":480,"pixel_format":"bgr0","resize":"384x224 -> crop top=1 bottom=1 left=0 right=0 -> 384x222 -> 832x481 nearest-neighbor (uniform 13/6, non-integer scale) -> crop bottom=1 -> 832x480","spatial_transform":{"integer_upscale":false,"interpolation":"nearest-neighbor","native_crop_ltrb":[0,1,0,1],"native_size_wh":[384,224],"output_crop_ltrb":[0,0,0,1],"output_size_wh":[832,480],"resize_size_wh":[832,481],"scale_xy":[2.1666666666666665,2.1666666666666665],"source_index_xy":["floor(x * 384 / 832)","1 + floor(y * 222 / 481)"]},"width":832},"reasons":[],"selected_for_encoding":true,"start_native_transition":600,"valid":true},{"end_native_transition":1200,"hp_end":[114,135],"hp_start":[114,135],"index":3,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"reasons":[],"selected_for_encoding":false,"start_native_transition":900,"valid":true}],"setup":{"boot":"fresh linear normal 2P boot; no RAM writes; no get_state/set_state","boundary_policy":"phase2_transition_linear_external_v1","core":{"package":"../../../../../generator/retro/stable_retro/__init__.py","path":"../../../../../generator/core/fbneo_libretro.so","stable_retro":"0.9.9"},"expected_character_ids":[4,1],"initial_completed_native_transitions":2382,"initial_state":{"actor_hp":[160,160],"actor_state_words":[[3,0,1,1],[3,0,1,1]],"characters":[4,1],"command_words_observed":[0,0],"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[416,606],"object_y_candidate":[0,0],"round_phase":131072,"stage_id":1,"stage_round_variant":0,"stage_scene_resource":1,"timer":99},"integration_files":{"data.json":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002588_attempt0000/integration/Sf3-Arcade/data.json"},"metadata.json":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002588_attempt0000/integration/Sf3-Arcade/metadata.json"},"original_rom":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002588_attempt0000/integration/Sf3-Arcade/sfiii.zip"},"rom":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002588_attempt0000/integration/Sf3-Arcade/rom.zip"},"scenario.json":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002588_attempt0000/integration/Sf3-Arcade/scenario.json"}},"phase_transitions":[{"actor_hp":[160,160],"actor_state_words":[[1,0,0,0],[1,0,0,0]],"characters":[4,1],"command_words_observed":[0,0],"completed_native_transitions":2112,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[0,0],"hp":[160,160],"object_x_candidate":[0,0],"object_y_candidate":[0,0],"round_phase":65536,"stage_id":1,"stage_round_variant":0,"stage_scene_resource":1,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[2,0,0,2],[2,0,0,3]],"characters":[4,1],"command_words_observed":[0,0],"completed_native_transitions":2136,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[416,644],"object_y_candidate":[0,0],"round_phase":65537,"stage_id":1,"stage_round_variant":0,"stage_scene_resource":1,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[2,0,0,3],[2,0,0,3]],"characters":[4,1],"command_words_observed":[0,0],"completed_native_transitions":2144,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[416,644],"object_y_candidate":[0,0],"round_phase":65538,"stage_id":1,"stage_round_variant":0,"stage_scene_resource":1,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[2,0,0,3],[2,0,0,3]],"characters":[4,1],"command_words_observed":[0,0],"completed_native_transitions":2145,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[416,644],"object_y_candidate":[0,0],"round_phase":65539,"stage_id":1,"stage_round_variant":0,"stage_scene_resource":1,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[3,0,1,1],[2,0,1,0]],"characters":[4,1],"command_words_observed":[0,0],"completed_native_transitions":2274,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[416,606],"object_y_candidate":[0,0],"round_phase":65540,"stage_id":1,"stage_round_variant":0,"stage_scene_resource":1,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[3,0,1,1],[3,0,1,1]],"characters":[4,1],"command_words_observed":[0,0],"completed_native_transitions":2382,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[416,606],"object_y_candidate":[0,0],"round_phase":131072,"stage_id":1,"stage_round_variant":0,"stage_scene_resource":1,"timer":99}],"requested_characters":["dudley","alex"],"timing":"transition output is t0; next step consumes input tick 0"},"source_episode_id":"sf3_val_external_002588_attempt0000","source_mode":"independent_uniform_random","status":"UNCOMMITTED_FORMAL_CANDIDATE","stored_input_audit":{"decisions_per_player":100,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":1200},"subjects":[{"character":"dudley","handle":"P1","native_slot":0,"role":"external_player"},{"character":"alex","handle":"P2","native_slot":1,"role":"external_player"}],"utc":"2026-09-20T09:30:25.186883+00:00","valid_segments":4}
diff --git a/SF3/dataset/npc0/val/sources/sf3_val_external_002589_attempt0000/action_protocol.json b/SF3/dataset/npc0/val/sources/sf3_val_external_002589_attempt0000/action_protocol.json
new file mode 100644
index 0000000000000000000000000000000000000000..9d42acc405e15e3119ccead42ae18332b5eecd88
--- /dev/null
+++ b/SF3/dataset/npc0/val/sources/sf3_val_external_002589_attempt0000/action_protocol.json
@@ -0,0 +1,1999 @@
+{
+  "actions": [
+    {
+      "id": 0,
+      "name": "noop",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Release all buttons for 12 game ticks."
+    },
+    {
+      "id": 1,
+      "name": "left",
+      "template": [
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-left for 12 game ticks."
+    },
+    {
+      "id": 2,
+      "name": "right",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-right for 12 game ticks."
+    },
+    {
+      "id": 3,
+      "name": "jump",
+      "template": [
+        [
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press up for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 4,
+      "name": "crouch",
+      "template": [
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold down to crouch for 12 game ticks."
+    },
+    {
+      "id": 5,
+      "name": "light_punch",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press light punch for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 6,
+      "name": "medium_punch",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press medium punch for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 7,
+      "name": "heavy_punch",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press heavy punch for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 8,
+      "name": "light_kick",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press light kick for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 9,
+      "name": "medium_kick",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press medium kick for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 10,
+      "name": "heavy_kick",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press heavy kick for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 11,
+      "name": "left_jump",
+      "template": [
+        [
+          1,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-left for 12 game ticks and press up during the first 3 game ticks."
+    },
+    {
+      "id": 12,
+      "name": "right_jump",
+      "template": [
+        [
+          1,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-right for 12 game ticks and press up during the first 3 game ticks."
+    }
+  ],
+  "block_ticks": 12,
+  "combat_buttons": [
+    "UP",
+    "DOWN",
+    "LEFT",
+    "RIGHT",
+    "A",
+    "Y",
+    "X",
+    "B",
+    "C",
+    "Z"
+  ],
+  "direction_semantics": "absolute screen LEFT/RIGHT",
+  "native_fps": 60,
+  "port_buttons_per_player": [
+    "B",
+    "A",
+    "MODE",
+    "START",
+    "UP",
+    "DOWN",
+    "LEFT",
+    "RIGHT",
+    "C",
+    "Y",
+    "X",
+    "Z"
+  ],
+  "press_ticks": 3,
+  "sampling": "independent PCG64 streams per source episode and player; uniform 1/13; repeats allowed",
+  "version": "sf3_external_12tick_v1"
+}
diff --git a/SF3/dataset/npc0/val/sources/sf3_val_external_002589_attempt0000/report.json b/SF3/dataset/npc0/val/sources/sf3_val_external_002589_attempt0000/report.json
new file mode 100644
index 0000000000000000000000000000000000000000..d275f5ebadfb23edab1091689631734840f1cc21
--- /dev/null
+++ b/SF3/dataset/npc0/val/sources/sf3_val_external_002589_attempt0000/report.json
@@ -0,0 +1 @@
+{"action_counts":{"P1":{"crouch":4,"heavy_kick":4,"heavy_punch":11,"jump":13,"left":9,"left_jump":0,"light_kick":9,"light_punch":6,"medium_kick":9,"medium_punch":7,"noop":10,"right":9,"right_jump":9},"P2":{"crouch":9,"heavy_kick":6,"heavy_punch":7,"jump":8,"left":7,"left_jump":10,"light_kick":6,"light_punch":11,"medium_kick":13,"medium_punch":9,"noop":4,"right":7,"right_jump":3}},"case_id":"sf3_val_external_002589","control_values":[[1,1]],"formal_ready":false,"frames":401,"hp_end":[77,112],"hp_start":[160,160],"input_audit":{"decisions_per_player":100,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":1200},"master_seed":20260920,"missing_formal_gates":["independent_formal_audit"],"native_input_audit":{"action_labels_describe":"issued external ports; filtered input is audit evidence","actor_tile_write_counts":[[6567,0],[6650,0]],"compared_words":[0,1,3],"engine_filtered_ticks":[144,336,756,852,1080],"exact":true,"filter_state_mismatched_values":0,"first_post_filter_mismatch":null,"post_filter_mismatched_words":0,"pre_filter_mismatched_words":0,"primary_blend_pixels":0,"scope":"issued ports -> pre-SOCD words -> existing default filter -> consumed Cps3Input","socd_mode":[3,3],"ticks":1200},"native_transitions":1200,"npc_count":0,"player_seed_hex":["5a9e417b2bfdfe255b44b9622aadf595865cd295315af647a05a40ba740cd6e7","689018d248cc27de9f126aadf2dcef862bcf85283e6b4d52f23d51cf0c3da37f"],"python":"3.8.20 (default, Oct  2 2024, 16:34:12) \n[Clang 18.1.8 ]","seconds":49.10719356127083,"segments":[{"body_labels":{"body_pixel_min":[2344,2398],"engine_ids":[33608076,33609060],"id_encoding":"RGB=(0,0,rank), rank1=P1, rank2=P2; 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no RAM writes; no get_state/set_state","boundary_policy":"phase2_transition_linear_external_v1","core":{"package":"../../../../../generator/retro/stable_retro/__init__.py","path":"../../../../../generator/core/fbneo_libretro.so","stable_retro":"0.9.9"},"expected_character_ids":[4,4],"initial_completed_native_transitions":2393,"initial_state":{"actor_hp":[160,160],"actor_state_words":[[3,0,1,1],[3,0,1,1]],"characters":[4,4],"command_words_observed":[0,0],"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[-96,96],"object_y_candidate":[0,0],"round_phase":131072,"stage_id":4,"stage_round_variant":0,"stage_scene_resource":7,"timer":99},"integration_files":{"data.json":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002589_attempt0000/integration/Sf3-Arcade/data.json"},"metadata.json":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002589_attempt0000/integration/Sf3-Arcade/metadata.json"},"original_rom":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002589_attempt0000/integration/Sf3-Arcade/sfiii.zip"},"rom":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002589_attempt0000/integration/Sf3-Arcade/rom.zip"},"scenario.json":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002589_attempt0000/integration/Sf3-Arcade/scenario.json"}},"phase_transitions":[{"actor_hp":[160,160],"actor_state_words":[[1,0,0,0],[1,0,0,0]],"characters":[4,4],"command_words_observed":[0,0],"completed_native_transitions":2139,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[0,0],"hp":[160,160],"object_x_candidate":[0,0],"object_y_candidate":[0,0],"round_phase":65536,"stage_id":4,"stage_round_variant":0,"stage_scene_resource":7,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[3,0,1,1],[2,0,0,2]],"characters":[4,4],"command_words_observed":[0,0],"completed_native_transitions":2164,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[-96,96],"object_y_candidate":[0,0],"round_phase":65537,"stage_id":4,"stage_round_variant":0,"stage_scene_resource":7,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[3,0,1,1],[2,0,0,3]],"characters":[4,4],"command_words_observed":[0,0],"completed_native_transitions":2172,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[-96,96],"object_y_candidate":[0,0],"round_phase":65538,"stage_id":4,"stage_round_variant":0,"stage_scene_resource":7,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[3,0,1,1],[2,0,0,3]],"characters":[4,4],"command_words_observed":[0,0],"completed_native_transitions":2173,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[-96,96],"object_y_candidate":[0,0],"round_phase":65539,"stage_id":4,"stage_round_variant":0,"stage_scene_resource":7,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[3,0,1,1],[2,0,1,0]],"characters":[4,4],"command_words_observed":[0,0],"completed_native_transitions":2285,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[-96,96],"object_y_candidate":[0,0],"round_phase":65540,"stage_id":4,"stage_round_variant":0,"stage_scene_resource":7,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[3,0,1,1],[3,0,1,1]],"characters":[4,4],"command_words_observed":[0,0],"completed_native_transitions":2393,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[-96,96],"object_y_candidate":[0,0],"round_phase":131072,"stage_id":4,"stage_round_variant":0,"stage_scene_resource":7,"timer":99}],"requested_characters":["dudley","dudley"],"timing":"transition output is t0; next step consumes input tick 0"},"source_episode_id":"sf3_val_external_002589_attempt0000","source_mode":"independent_uniform_random","status":"UNCOMMITTED_FORMAL_CANDIDATE","stored_input_audit":{"decisions_per_player":100,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":1200},"subjects":[{"character":"dudley","handle":"P1","native_slot":0,"role":"external_player"},{"character":"dudley","handle":"P2","native_slot":1,"role":"external_player"}],"utc":"2026-09-20T08:25:32.828233+00:00","valid_segments":4}
diff --git a/SF3/dataset/npc0/val/sources/sf3_val_external_002591_attempt0000/action_protocol.json b/SF3/dataset/npc0/val/sources/sf3_val_external_002591_attempt0000/action_protocol.json
new file mode 100644
index 0000000000000000000000000000000000000000..9d42acc405e15e3119ccead42ae18332b5eecd88
--- /dev/null
+++ b/SF3/dataset/npc0/val/sources/sf3_val_external_002591_attempt0000/action_protocol.json
@@ -0,0 +1,1999 @@
+{
+  "actions": [
+    {
+      "id": 0,
+      "name": "noop",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Release all buttons for 12 game ticks."
+    },
+    {
+      "id": 1,
+      "name": "left",
+      "template": [
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-left for 12 game ticks."
+    },
+    {
+      "id": 2,
+      "name": "right",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-right for 12 game ticks."
+    },
+    {
+      "id": 3,
+      "name": "jump",
+      "template": [
+        [
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press up for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 4,
+      "name": "crouch",
+      "template": [
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold down to crouch for 12 game ticks."
+    },
+    {
+      "id": 5,
+      "name": "light_punch",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press light punch for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 6,
+      "name": "medium_punch",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press medium punch for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 7,
+      "name": "heavy_punch",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press heavy punch for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 8,
+      "name": "light_kick",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press light kick for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 9,
+      "name": "medium_kick",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press medium kick for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 10,
+      "name": "heavy_kick",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press heavy kick for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 11,
+      "name": "left_jump",
+      "template": [
+        [
+          1,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-left for 12 game ticks and press up during the first 3 game ticks."
+    },
+    {
+      "id": 12,
+      "name": "right_jump",
+      "template": [
+        [
+          1,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-right for 12 game ticks and press up during the first 3 game ticks."
+    }
+  ],
+  "block_ticks": 12,
+  "combat_buttons": [
+    "UP",
+    "DOWN",
+    "LEFT",
+    "RIGHT",
+    "A",
+    "Y",
+    "X",
+    "B",
+    "C",
+    "Z"
+  ],
+  "direction_semantics": "absolute screen LEFT/RIGHT",
+  "native_fps": 60,
+  "port_buttons_per_player": [
+    "B",
+    "A",
+    "MODE",
+    "START",
+    "UP",
+    "DOWN",
+    "LEFT",
+    "RIGHT",
+    "C",
+    "Y",
+    "X",
+    "Z"
+  ],
+  "press_ticks": 3,
+  "sampling": "independent PCG64 streams per source episode and player; uniform 1/13; repeats allowed",
+  "version": "sf3_external_12tick_v1"
+}
diff --git a/SF3/dataset/npc0/val/sources/sf3_val_external_002591_attempt0000/report.json b/SF3/dataset/npc0/val/sources/sf3_val_external_002591_attempt0000/report.json
new file mode 100644
index 0000000000000000000000000000000000000000..38fd1808e2670f93093934f2997b644714976172
--- /dev/null
+++ b/SF3/dataset/npc0/val/sources/sf3_val_external_002591_attempt0000/report.json
@@ -0,0 +1 @@
+{"action_counts":{"P1":{"crouch":6,"heavy_kick":6,"heavy_punch":6,"jump":7,"left":5,"left_jump":5,"light_kick":8,"light_punch":8,"medium_kick":8,"medium_punch":9,"noop":10,"right":13,"right_jump":9},"P2":{"crouch":6,"heavy_kick":6,"heavy_punch":8,"jump":14,"left":9,"left_jump":5,"light_kick":8,"light_punch":7,"medium_kick":10,"medium_punch":4,"noop":7,"right":9,"right_jump":7}},"case_id":"sf3_val_external_002591","control_values":[[1,1]],"formal_ready":false,"frames":401,"hp_end":[114,106],"hp_start":[160,160],"input_audit":{"decisions_per_player":100,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":1200},"master_seed":20260920,"missing_formal_gates":["independent_formal_audit"],"native_input_audit":{"action_labels_describe":"issued external ports; filtered input is audit evidence","actor_tile_write_counts":[[6010,0],[4755,0]],"compared_words":[0,1,3],"engine_filtered_ticks":[84,144,492,612,636,648,816,840,852,864,876,948,984],"exact":true,"filter_state_mismatched_values":0,"first_post_filter_mismatch":null,"post_filter_mismatched_words":0,"pre_filter_mismatched_words":0,"primary_blend_pixels":0,"scope":"issued ports -> pre-SOCD words -> existing default filter -> consumed Cps3Input","socd_mode":[3,3],"ticks":1200},"native_transitions":1200,"npc_count":0,"player_seed_hex":["f4dc7381671b37c0fc13b86fcfbe13ad7013c4c1584b17a2166aca4a532fa316","1862c8dd484dbf47c4153e1cbcca94fc21d5f3590bf5b98630ce0babf6056a5d"],"python":"3.8.20 (default, Oct  2 2024, 16:34:12) \n[Clang 18.1.8 ]","seconds":51.79161056689918,"segments":[{"body_labels":{"body_pixel_min":[3241,2137],"engine_ids":[33608076,33609060],"id_encoding":"RGB=(0,0,rank), rank1=P1, rank2=P2; 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diff --git a/SF3/dataset/npc0/val/sources/sf3_val_external_002592_attempt0000/action_protocol.json b/SF3/dataset/npc0/val/sources/sf3_val_external_002592_attempt0000/action_protocol.json
new file mode 100644
index 0000000000000000000000000000000000000000..9d42acc405e15e3119ccead42ae18332b5eecd88
--- /dev/null
+++ b/SF3/dataset/npc0/val/sources/sf3_val_external_002592_attempt0000/action_protocol.json
@@ -0,0 +1,1999 @@
+{
+  "actions": [
+    {
+      "id": 0,
+      "name": "noop",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
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+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
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+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
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+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
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+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Release all buttons for 12 game ticks."
+    },
+    {
+      "id": 1,
+      "name": "left",
+      "template": [
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
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+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
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+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
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+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-left for 12 game ticks."
+    },
+    {
+      "id": 2,
+      "name": "right",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
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+          0,
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+          1,
+          0,
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+          0,
+          0,
+          0,
+          0
+        ],
+        [
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+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
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+          1,
+          0,
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+          0,
+          0,
+          0
+        ],
+        [
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+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
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+          1,
+          0,
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+          0,
+          0,
+          0,
+          0
+        ],
+        [
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+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
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+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-right for 12 game ticks."
+    },
+    {
+      "id": 3,
+      "name": "jump",
+      "template": [
+        [
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
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+          0,
+          0,
+          0,
+          0,
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+          0,
+          0,
+          0
+        ],
+        [
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+          0,
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+          0
+        ],
+        [
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+          0,
+          0,
+          0
+        ],
+        [
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+          0,
+          0
+        ],
+        [
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+        ],
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+        ],
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+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press up for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 4,
+      "name": "crouch",
+      "template": [
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
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+        ]
+      ],
+      "text": "Hold down to crouch for 12 game ticks."
+    },
+    {
+      "id": 5,
+      "name": "light_punch",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press light punch for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 6,
+      "name": "medium_punch",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press medium punch for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 7,
+      "name": "heavy_punch",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press heavy punch for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 8,
+      "name": "light_kick",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press light kick for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 9,
+      "name": "medium_kick",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press medium kick for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 10,
+      "name": "heavy_kick",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press heavy kick for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 11,
+      "name": "left_jump",
+      "template": [
+        [
+          1,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-left for 12 game ticks and press up during the first 3 game ticks."
+    },
+    {
+      "id": 12,
+      "name": "right_jump",
+      "template": [
+        [
+          1,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-right for 12 game ticks and press up during the first 3 game ticks."
+    }
+  ],
+  "block_ticks": 12,
+  "combat_buttons": [
+    "UP",
+    "DOWN",
+    "LEFT",
+    "RIGHT",
+    "A",
+    "Y",
+    "X",
+    "B",
+    "C",
+    "Z"
+  ],
+  "direction_semantics": "absolute screen LEFT/RIGHT",
+  "native_fps": 60,
+  "port_buttons_per_player": [
+    "B",
+    "A",
+    "MODE",
+    "START",
+    "UP",
+    "DOWN",
+    "LEFT",
+    "RIGHT",
+    "C",
+    "Y",
+    "X",
+    "Z"
+  ],
+  "press_ticks": 3,
+  "sampling": "independent PCG64 streams per source episode and player; uniform 1/13; repeats allowed",
+  "version": "sf3_external_12tick_v1"
+}
diff --git a/SF3/dataset/npc0/val/sources/sf3_val_external_002592_attempt0000/report.json b/SF3/dataset/npc0/val/sources/sf3_val_external_002592_attempt0000/report.json
new file mode 100644
index 0000000000000000000000000000000000000000..29f56e79e7f8f3a9c0a392f7c86315c3486598a8
--- /dev/null
+++ b/SF3/dataset/npc0/val/sources/sf3_val_external_002592_attempt0000/report.json
@@ -0,0 +1 @@
+{"action_counts":{"P1":{"crouch":14,"heavy_kick":6,"heavy_punch":5,"jump":8,"left":7,"left_jump":11,"light_kick":7,"light_punch":7,"medium_kick":5,"medium_punch":8,"noop":5,"right":6,"right_jump":11},"P2":{"crouch":9,"heavy_kick":9,"heavy_punch":6,"jump":4,"left":6,"left_jump":8,"light_kick":6,"light_punch":8,"medium_kick":14,"medium_punch":8,"noop":11,"right":5,"right_jump":6}},"case_id":"sf3_val_external_002592","control_values":[[1,1]],"formal_ready":false,"frames":401,"hp_end":[102,124],"hp_start":[160,160],"input_audit":{"decisions_per_player":100,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":1200},"master_seed":20260920,"missing_formal_gates":["independent_formal_audit"],"native_input_audit":{"action_labels_describe":"issued external ports; filtered input is audit evidence","actor_tile_write_counts":[[5457,0],[4830,0]],"compared_words":[0,1,3],"engine_filtered_ticks":[300,348,528,612,624,744,1008,1032],"exact":true,"filter_state_mismatched_values":0,"first_post_filter_mismatch":null,"post_filter_mismatched_words":0,"pre_filter_mismatched_words":0,"primary_blend_pixels":0,"scope":"issued ports -> pre-SOCD words -> existing default filter -> consumed Cps3Input","socd_mode":[3,3],"ticks":1200},"native_transitions":1200,"npc_count":0,"player_seed_hex":["f859bcb7266f91a1af78b5554abb6a66813c58082072f9663ba8bf0ad8d1a90b","218f3d814464ca0d852a8ea9625d4e18f8eb0bdd357533bbf948155402a2821d"],"python":"3.8.20 (default, Oct  2 2024, 16:34:12) \n[Clang 18.1.8 ]","seconds":46.26731211319566,"segments":[{"body_labels":{"body_pixel_min":[3461,806],"engine_ids":[33608076,33609060],"id_encoding":"RGB=(0,0,rank), rank1=P1, rank2=P2; background=0","mask_policy":"sf3_primary_character_body_only_v1","media":{"byte_size":983194,"codec":"ffv1","decoded_rgb24_matches_source":true,"fps":20,"frames":101,"height":480,"pixel_format":"bgr0","resize":"384x224 -> crop top=1 bottom=1 left=0 right=0 -> 384x222 -> 832x481 nearest-neighbor (uniform 13/6, non-integer scale) -> crop bottom=1 -> 832x480","spatial_transform":{"integer_upscale":false,"interpolation":"nearest-neighbor","native_crop_ltrb":[0,1,0,1],"native_size_wh":[384,224],"output_crop_ltrb":[0,0,0,1],"output_size_wh":[832,480],"resize_size_wh":[832,481],"scale_xy":[2.1666666666666665,2.1666666666666665],"source_index_xy":["floor(x * 384 / 832)","1 + floor(y * 222 / 481)"]},"width":832}},"end_native_transition":300,"hp_end":[140,160],"hp_start":[160,160],"index":0,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"media":{"byte_size":7201523,"codec":"ffv1","decoded_rgb24_matches_source":true,"fps":20,"frames":101,"height":480,"pixel_format":"bgr0","resize":"384x224 -> crop top=1 bottom=1 left=0 right=0 -> 384x222 -> 832x481 nearest-neighbor (uniform 13/6, non-integer scale) -> crop bottom=1 -> 832x480","spatial_transform":{"integer_upscale":false,"interpolation":"nearest-neighbor","native_crop_ltrb":[0,1,0,1],"native_size_wh":[384,224],"output_crop_ltrb":[0,0,0,1],"output_size_wh":[832,480],"resize_size_wh":[832,481],"scale_xy":[2.1666666666666665,2.1666666666666665],"source_index_xy":["floor(x * 384 / 832)","1 + floor(y * 222 / 481)"]},"width":832},"reasons":[],"selected_for_encoding":true,"start_native_transition":0,"valid":true},{"end_native_transition":600,"hp_end":[124,160],"hp_start":[140,160],"index":1,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"reasons":[],"selected_for_encoding":false,"start_native_transition":300,"valid":true},{"end_native_transition":900,"hp_end":[119,144],"hp_start":[124,160],"index":2,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"reasons":[],"selected_for_encoding":false,"start_native_transition":600,"valid":true},{"end_native_transition":1200,"hp_end":[102,124],"hp_start":[119,144],"index":3,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"reasons":[],"selected_for_encoding":false,"start_native_transition":900,"valid":true}],"setup":{"boot":"fresh linear normal 2P boot; no RAM writes; no get_state/set_state","boundary_policy":"phase2_transition_linear_external_v1","core":{"package":"../../../../../generator/retro/stable_retro/__init__.py","path":"../../../../../generator/core/fbneo_libretro.so","stable_retro":"0.9.9"},"expected_character_ids":[4,5],"initial_completed_native_transitions":2339,"initial_state":{"actor_hp":[160,160],"actor_state_words":[[3,0,1,1],[3,0,1,1]],"characters":[4,5],"command_words_observed":[0,0],"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[416,607],"object_y_candidate":[0,0],"round_phase":131072,"stage_id":5,"stage_round_variant":0,"stage_scene_resource":9,"timer":99},"integration_files":{"data.json":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002592_attempt0000/integration/Sf3-Arcade/data.json"},"metadata.json":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002592_attempt0000/integration/Sf3-Arcade/metadata.json"},"original_rom":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002592_attempt0000/integration/Sf3-Arcade/sfiii.zip"},"rom":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002592_attempt0000/integration/Sf3-Arcade/rom.zip"},"scenario.json":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002592_attempt0000/integration/Sf3-Arcade/scenario.json"}},"phase_transitions":[{"actor_hp":[160,160],"actor_state_words":[[1,0,0,0],[1,0,0,0]],"characters":[4,5],"command_words_observed":[0,0],"completed_native_transitions":2148,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[0,0],"hp":[160,160],"object_x_candidate":[0,0],"object_y_candidate":[0,0],"round_phase":65536,"stage_id":5,"stage_round_variant":0,"stage_scene_resource":9,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[3,0,1,1],[2,0,0,3]],"characters":[4,5],"command_words_observed":[0,0],"completed_native_transitions":2172,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[416,622],"object_y_candidate":[0,0],"round_phase":65537,"stage_id":5,"stage_round_variant":0,"stage_scene_resource":9,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[3,0,1,1],[2,0,0,3]],"characters":[4,5],"command_words_observed":[0,0],"completed_native_transitions":2180,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[416,622],"object_y_candidate":[0,0],"round_phase":65538,"stage_id":5,"stage_round_variant":0,"stage_scene_resource":9,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[3,0,1,1],[2,0,0,3]],"characters":[4,5],"command_words_observed":[0,0],"completed_native_transitions":2181,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[416,622],"object_y_candidate":[0,0],"round_phase":65539,"stage_id":5,"stage_round_variant":0,"stage_scene_resource":9,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[3,0,1,1],[2,0,1,0]],"characters":[4,5],"command_words_observed":[0,0],"completed_native_transitions":2231,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[416,607],"object_y_candidate":[0,0],"round_phase":65540,"stage_id":5,"stage_round_variant":0,"stage_scene_resource":9,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[3,0,1,1],[3,0,1,1]],"characters":[4,5],"command_words_observed":[0,0],"completed_native_transitions":2339,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[416,607],"object_y_candidate":[0,0],"round_phase":131072,"stage_id":5,"stage_round_variant":0,"stage_scene_resource":9,"timer":99}],"requested_characters":["dudley","necro"],"timing":"transition output is t0; next step consumes input tick 0"},"source_episode_id":"sf3_val_external_002592_attempt0000","source_mode":"independent_uniform_random","status":"UNCOMMITTED_FORMAL_CANDIDATE","stored_input_audit":{"decisions_per_player":100,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":1200},"subjects":[{"character":"dudley","handle":"P1","native_slot":0,"role":"external_player"},{"character":"necro","handle":"P2","native_slot":1,"role":"external_player"}],"utc":"2026-09-20T07:59:51.021317+00:00","valid_segments":4}
diff --git a/SF3/dataset/npc0/val/sources/sf3_val_external_002595_attempt0000/action_protocol.json b/SF3/dataset/npc0/val/sources/sf3_val_external_002595_attempt0000/action_protocol.json
new file mode 100644
index 0000000000000000000000000000000000000000..9d42acc405e15e3119ccead42ae18332b5eecd88
--- /dev/null
+++ b/SF3/dataset/npc0/val/sources/sf3_val_external_002595_attempt0000/action_protocol.json
@@ -0,0 +1,1999 @@
+{
+  "actions": [
+    {
+      "id": 0,
+      "name": "noop",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Release all buttons for 12 game ticks."
+    },
+    {
+      "id": 1,
+      "name": "left",
+      "template": [
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-left for 12 game ticks."
+    },
+    {
+      "id": 2,
+      "name": "right",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-right for 12 game ticks."
+    },
+    {
+      "id": 3,
+      "name": "jump",
+      "template": [
+        [
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press up for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 4,
+      "name": "crouch",
+      "template": [
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold down to crouch for 12 game ticks."
+    },
+    {
+      "id": 5,
+      "name": "light_punch",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press light punch for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 6,
+      "name": "medium_punch",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press medium punch for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 7,
+      "name": "heavy_punch",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press heavy punch for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 8,
+      "name": "light_kick",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press light kick for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 9,
+      "name": "medium_kick",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press medium kick for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 10,
+      "name": "heavy_kick",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press heavy kick for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 11,
+      "name": "left_jump",
+      "template": [
+        [
+          1,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-left for 12 game ticks and press up during the first 3 game ticks."
+    },
+    {
+      "id": 12,
+      "name": "right_jump",
+      "template": [
+        [
+          1,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-right for 12 game ticks and press up during the first 3 game ticks."
+    }
+  ],
+  "block_ticks": 12,
+  "combat_buttons": [
+    "UP",
+    "DOWN",
+    "LEFT",
+    "RIGHT",
+    "A",
+    "Y",
+    "X",
+    "B",
+    "C",
+    "Z"
+  ],
+  "direction_semantics": "absolute screen LEFT/RIGHT",
+  "native_fps": 60,
+  "port_buttons_per_player": [
+    "B",
+    "A",
+    "MODE",
+    "START",
+    "UP",
+    "DOWN",
+    "LEFT",
+    "RIGHT",
+    "C",
+    "Y",
+    "X",
+    "Z"
+  ],
+  "press_ticks": 3,
+  "sampling": "independent PCG64 streams per source episode and player; uniform 1/13; repeats allowed",
+  "version": "sf3_external_12tick_v1"
+}
diff --git a/SF3/dataset/npc0/val/sources/sf3_val_external_002595_attempt0000/report.json b/SF3/dataset/npc0/val/sources/sf3_val_external_002595_attempt0000/report.json
new file mode 100644
index 0000000000000000000000000000000000000000..226be50a4c0166502830836bb899f26946ffdd43
--- /dev/null
+++ b/SF3/dataset/npc0/val/sources/sf3_val_external_002595_attempt0000/report.json
@@ -0,0 +1 @@
+{"action_counts":{"P1":{"crouch":7,"heavy_kick":9,"heavy_punch":10,"jump":9,"left":8,"left_jump":10,"light_kick":8,"light_punch":6,"medium_kick":4,"medium_punch":5,"noop":7,"right":12,"right_jump":5},"P2":{"crouch":3,"heavy_kick":9,"heavy_punch":6,"jump":13,"left":6,"left_jump":10,"light_kick":7,"light_punch":6,"medium_kick":9,"medium_punch":8,"noop":8,"right":6,"right_jump":9}},"case_id":"sf3_val_external_002595","control_values":[[1,1]],"formal_ready":false,"frames":401,"hp_end":[114,109],"hp_start":[160,160],"input_audit":{"decisions_per_player":100,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":1200},"master_seed":20260920,"missing_formal_gates":["independent_formal_audit"],"native_input_audit":{"action_labels_describe":"issued external ports; filtered input is audit evidence","actor_tile_write_counts":[[5795,0],[4855,0]],"compared_words":[0,1,3],"engine_filtered_ticks":[144,192,444,636,660,708,720,804,888,936,948,960,972,1020,1092,1188],"exact":true,"filter_state_mismatched_values":0,"first_post_filter_mismatch":null,"post_filter_mismatched_words":0,"pre_filter_mismatched_words":0,"primary_blend_pixels":0,"scope":"issued ports -> pre-SOCD words -> existing default filter -> consumed Cps3Input","socd_mode":[3,3],"ticks":1200},"native_transitions":1200,"npc_count":0,"player_seed_hex":["7d10c8f6e60927e77b94ca7404eff8bf1a295ea54c6474f91a27ddb40b0716da","b1309f78896aab6750372f21f27f2e7291e98c865456b443da39f172f853c964"],"python":"3.8.20 (default, Oct  2 2024, 16:34:12) \n[Clang 18.1.8 ]","seconds":52.040566282346845,"segments":[{"end_native_transition":300,"hp_end":[160,160],"hp_start":[160,160],"index":0,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"reasons":[],"selected_for_encoding":false,"start_native_transition":0,"valid":true},{"end_native_transition":600,"hp_end":[160,125],"hp_start":[160,160],"index":1,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"reasons":[],"selected_for_encoding":false,"start_native_transition":300,"valid":true},{"body_labels":{"body_pixel_min":[1819,1648],"engine_ids":[33608076,33609060],"id_encoding":"RGB=(0,0,rank), rank1=P1, rank2=P2; 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no RAM writes; no get_state/set_state","boundary_policy":"phase2_transition_linear_external_v1","core":{"package":"../../../../../generator/retro/stable_retro/__init__.py","path":"../../../../../generator/core/fbneo_libretro.so","stable_retro":"0.9.9"},"expected_character_ids":[4,12],"initial_completed_native_transitions":2334,"initial_state":{"actor_hp":[160,160],"actor_state_words":[[3,0,1,1],[3,0,1,1]],"characters":[4,12],"command_words_observed":[0,0],"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[416,606],"object_y_candidate":[0,0],"round_phase":131072,"stage_id":12,"stage_round_variant":0,"stage_scene_resource":2,"timer":99},"integration_files":{"data.json":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002595_attempt0000/integration/Sf3-Arcade/data.json"},"metadata.json":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002595_attempt0000/integration/Sf3-Arcade/metadata.json"},"original_rom":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002595_attempt0000/integration/Sf3-Arcade/sfiii.zip"},"rom":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002595_attempt0000/integration/Sf3-Arcade/rom.zip"},"scenario.json":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002595_attempt0000/integration/Sf3-Arcade/scenario.json"}},"phase_transitions":[{"actor_hp":[160,160],"actor_state_words":[[1,0,0,0],[1,0,0,0]],"characters":[4,12],"command_words_observed":[0,0],"completed_native_transitions":2130,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[0,0],"hp":[160,160],"object_x_candidate":[0,0],"object_y_candidate":[0,0],"round_phase":65536,"stage_id":12,"stage_round_variant":0,"stage_scene_resource":2,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[2,0,0,1],[2,0,0,1]],"characters":[4,12],"command_words_observed":[0,0],"completed_native_transitions":2154,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[416,585],"object_y_candidate":[0,16],"round_phase":65537,"stage_id":12,"stage_round_variant":0,"stage_scene_resource":2,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[2,0,0,1],[2,0,0,1]],"characters":[4,12],"command_words_observed":[0,0],"completed_native_transitions":2162,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[416,591],"object_y_candidate":[0,20],"round_phase":65538,"stage_id":12,"stage_round_variant":0,"stage_scene_resource":2,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[2,0,0,1],[2,0,0,1]],"characters":[4,12],"command_words_observed":[0,0],"completed_native_transitions":2163,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[416,591],"object_y_candidate":[0,20],"round_phase":65539,"stage_id":12,"stage_round_variant":0,"stage_scene_resource":2,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[2,0,1,1],[3,0,1,1]],"characters":[4,12],"command_words_observed":[0,0],"completed_native_transitions":2226,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[416,606],"object_y_candidate":[0,0],"round_phase":65540,"stage_id":12,"stage_round_variant":0,"stage_scene_resource":2,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[3,0,1,1],[3,0,1,1]],"characters":[4,12],"command_words_observed":[0,0],"completed_native_transitions":2334,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[416,606],"object_y_candidate":[0,0],"round_phase":131072,"stage_id":12,"stage_round_variant":0,"stage_scene_resource":2,"timer":99}],"requested_characters":["dudley","sean"],"timing":"transition output is t0; next step consumes input tick 0"},"source_episode_id":"sf3_val_external_002595_attempt0000","source_mode":"independent_uniform_random","status":"UNCOMMITTED_FORMAL_CANDIDATE","stored_input_audit":{"decisions_per_player":100,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":1200},"subjects":[{"character":"dudley","handle":"P1","native_slot":0,"role":"external_player"},{"character":"sean","handle":"P2","native_slot":1,"role":"external_player"}],"utc":"2026-09-20T08:03:32.642106+00:00","valid_segments":4}
diff --git a/SF3/dataset/npc0/val/sources/sf3_val_external_002597_attempt0000/action_protocol.json b/SF3/dataset/npc0/val/sources/sf3_val_external_002597_attempt0000/action_protocol.json
new file mode 100644
index 0000000000000000000000000000000000000000..9d42acc405e15e3119ccead42ae18332b5eecd88
--- /dev/null
+++ b/SF3/dataset/npc0/val/sources/sf3_val_external_002597_attempt0000/action_protocol.json
@@ -0,0 +1,1999 @@
+{
+  "actions": [
+    {
+      "id": 0,
+      "name": "noop",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Release all buttons for 12 game ticks."
+    },
+    {
+      "id": 1,
+      "name": "left",
+      "template": [
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-left for 12 game ticks."
+    },
+    {
+      "id": 2,
+      "name": "right",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-right for 12 game ticks."
+    },
+    {
+      "id": 3,
+      "name": "jump",
+      "template": [
+        [
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press up for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 4,
+      "name": "crouch",
+      "template": [
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold down to crouch for 12 game ticks."
+    },
+    {
+      "id": 5,
+      "name": "light_punch",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press light punch for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 6,
+      "name": "medium_punch",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press medium punch for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 7,
+      "name": "heavy_punch",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press heavy punch for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 8,
+      "name": "light_kick",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press light kick for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 9,
+      "name": "medium_kick",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press medium kick for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 10,
+      "name": "heavy_kick",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press heavy kick for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 11,
+      "name": "left_jump",
+      "template": [
+        [
+          1,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-left for 12 game ticks and press up during the first 3 game ticks."
+    },
+    {
+      "id": 12,
+      "name": "right_jump",
+      "template": [
+        [
+          1,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-right for 12 game ticks and press up during the first 3 game ticks."
+    }
+  ],
+  "block_ticks": 12,
+  "combat_buttons": [
+    "UP",
+    "DOWN",
+    "LEFT",
+    "RIGHT",
+    "A",
+    "Y",
+    "X",
+    "B",
+    "C",
+    "Z"
+  ],
+  "direction_semantics": "absolute screen LEFT/RIGHT",
+  "native_fps": 60,
+  "port_buttons_per_player": [
+    "B",
+    "A",
+    "MODE",
+    "START",
+    "UP",
+    "DOWN",
+    "LEFT",
+    "RIGHT",
+    "C",
+    "Y",
+    "X",
+    "Z"
+  ],
+  "press_ticks": 3,
+  "sampling": "independent PCG64 streams per source episode and player; uniform 1/13; repeats allowed",
+  "version": "sf3_external_12tick_v1"
+}
diff --git a/SF3/dataset/npc0/val/sources/sf3_val_external_002597_attempt0000/report.json b/SF3/dataset/npc0/val/sources/sf3_val_external_002597_attempt0000/report.json
new file mode 100644
index 0000000000000000000000000000000000000000..3e2462a5fcaa856aa5d905018aac039f49885e47
--- /dev/null
+++ b/SF3/dataset/npc0/val/sources/sf3_val_external_002597_attempt0000/report.json
@@ -0,0 +1 @@
+{"action_counts":{"P1":{"crouch":11,"heavy_kick":8,"heavy_punch":6,"jump":11,"left":5,"left_jump":4,"light_kick":6,"light_punch":4,"medium_kick":11,"medium_punch":6,"noop":13,"right":8,"right_jump":7},"P2":{"crouch":7,"heavy_kick":5,"heavy_punch":9,"jump":8,"left":11,"left_jump":6,"light_kick":8,"light_punch":6,"medium_kick":7,"medium_punch":5,"noop":11,"right":11,"right_jump":6}},"case_id":"sf3_val_external_002597","control_values":[[1,1]],"formal_ready":false,"frames":401,"hp_end":[105,95],"hp_start":[160,160],"input_audit":{"decisions_per_player":100,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":1200},"master_seed":20260920,"missing_formal_gates":["independent_formal_audit"],"native_input_audit":{"action_labels_describe":"issued external ports; filtered input is audit evidence","actor_tile_write_counts":[[5716,0],[5372,0]],"compared_words":[0,1,3],"engine_filtered_ticks":[144,156,288,420,516,552,564,648,660,744,768,864,1092,1128,1188],"exact":true,"filter_state_mismatched_values":0,"first_post_filter_mismatch":null,"post_filter_mismatched_words":0,"pre_filter_mismatched_words":0,"primary_blend_pixels":0,"scope":"issued ports -> pre-SOCD words -> existing default filter -> consumed Cps3Input","socd_mode":[3,3],"ticks":1200},"native_transitions":1200,"npc_count":0,"player_seed_hex":["f3dc6ea65fcd6d7151287378cb4d23fba0e9a410f003f3c70daefba527d9513f","0674a5755bd1482ee7f0357752e8b566c4f87fd8f3abca8e06fa26957ddc1e20"],"python":"3.8.20 (default, Oct  2 2024, 16:34:12) \n[Clang 18.1.8 ]","seconds":51.561709087342024,"segments":[{"end_native_transition":300,"hp_end":[140,160],"hp_start":[160,160],"index":0,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"reasons":[],"selected_for_encoding":false,"start_native_transition":0,"valid":true},{"body_labels":{"body_pixel_min":[2872,2150],"engine_ids":[33608076,33609060],"id_encoding":"RGB=(0,0,rank), rank1=P1, rank2=P2; 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no RAM writes; no get_state/set_state","boundary_policy":"phase2_transition_linear_external_v1","core":{"package":"../../../../../generator/retro/stable_retro/__init__.py","path":"../../../../../generator/core/fbneo_libretro.so","stable_retro":"0.9.9"},"expected_character_ids":[4,3],"initial_completed_native_transitions":2418,"initial_state":{"actor_hp":[160,160],"actor_state_words":[[3,0,1,1],[3,0,1,1]],"characters":[4,3],"command_words_observed":[0,0],"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[416,608],"object_y_candidate":[0,0],"round_phase":131072,"stage_id":3,"stage_round_variant":0,"stage_scene_resource":5,"timer":99},"integration_files":{"data.json":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002597_attempt0000/integration/Sf3-Arcade/data.json"},"metadata.json":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002597_attempt0000/integration/Sf3-Arcade/metadata.json"},"original_rom":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002597_attempt0000/integration/Sf3-Arcade/sfiii.zip"},"rom":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002597_attempt0000/integration/Sf3-Arcade/rom.zip"},"scenario.json":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002597_attempt0000/integration/Sf3-Arcade/scenario.json"}},"phase_transitions":[{"actor_hp":[160,160],"actor_state_words":[[1,0,0,0],[1,0,0,0]],"characters":[4,3],"command_words_observed":[0,0],"completed_native_transitions":2076,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[0,0],"hp":[160,160],"object_x_candidate":[0,0],"object_y_candidate":[0,0],"round_phase":65536,"stage_id":3,"stage_round_variant":0,"stage_scene_resource":5,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[2,0,0,1],[2,0,0,2]],"characters":[4,3],"command_words_observed":[0,0],"completed_native_transitions":2100,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,1],"hp":[160,160],"object_x_candidate":[416,585],"object_y_candidate":[0,188],"round_phase":65537,"stage_id":3,"stage_round_variant":0,"stage_scene_resource":5,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[2,0,0,1],[2,0,0,3]],"characters":[4,3],"command_words_observed":[0,0],"completed_native_transitions":2108,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,1],"hp":[160,160],"object_x_candidate":[416,579],"object_y_candidate":[0,230],"round_phase":65538,"stage_id":3,"stage_round_variant":0,"stage_scene_resource":5,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[2,0,0,1],[2,0,0,3]],"characters":[4,3],"command_words_observed":[0,0],"completed_native_transitions":2109,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,1],"hp":[160,160],"object_x_candidate":[416,578],"object_y_candidate":[0,236],"round_phase":65539,"stage_id":3,"stage_round_variant":0,"stage_scene_resource":5,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[2,0,1,0],[3,0,1,1]],"characters":[4,3],"command_words_observed":[0,0],"completed_native_transitions":2310,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[416,608],"object_y_candidate":[0,0],"round_phase":65540,"stage_id":3,"stage_round_variant":0,"stage_scene_resource":5,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[3,0,1,1],[3,0,1,1]],"characters":[4,3],"command_words_observed":[0,0],"completed_native_transitions":2418,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[416,608],"object_y_candidate":[0,0],"round_phase":131072,"stage_id":3,"stage_round_variant":0,"stage_scene_resource":5,"timer":99}],"requested_characters":["dudley","yun"],"timing":"transition output is t0; next step consumes input tick 0"},"source_episode_id":"sf3_val_external_002597_attempt0000","source_mode":"independent_uniform_random","status":"UNCOMMITTED_FORMAL_CANDIDATE","stored_input_audit":{"decisions_per_player":100,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":1200},"subjects":[{"character":"dudley","handle":"P1","native_slot":0,"role":"external_player"},{"character":"yun","handle":"P2","native_slot":1,"role":"external_player"}],"utc":"2026-09-20T09:12:46.998324+00:00","valid_segments":4}
diff --git a/SF3/dataset/npc0/val/sources/sf3_val_external_002598_attempt0000/action_protocol.json b/SF3/dataset/npc0/val/sources/sf3_val_external_002598_attempt0000/action_protocol.json
new file mode 100644
index 0000000000000000000000000000000000000000..9d42acc405e15e3119ccead42ae18332b5eecd88
--- /dev/null
+++ b/SF3/dataset/npc0/val/sources/sf3_val_external_002598_attempt0000/action_protocol.json
@@ -0,0 +1,1999 @@
+{
+  "actions": [
+    {
+      "id": 0,
+      "name": "noop",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Release all buttons for 12 game ticks."
+    },
+    {
+      "id": 1,
+      "name": "left",
+      "template": [
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-left for 12 game ticks."
+    },
+    {
+      "id": 2,
+      "name": "right",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-right for 12 game ticks."
+    },
+    {
+      "id": 3,
+      "name": "jump",
+      "template": [
+        [
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press up for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 4,
+      "name": "crouch",
+      "template": [
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold down to crouch for 12 game ticks."
+    },
+    {
+      "id": 5,
+      "name": "light_punch",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press light punch for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 6,
+      "name": "medium_punch",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press medium punch for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 7,
+      "name": "heavy_punch",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press heavy punch for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 8,
+      "name": "light_kick",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press light kick for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 9,
+      "name": "medium_kick",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press medium kick for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 10,
+      "name": "heavy_kick",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press heavy kick for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 11,
+      "name": "left_jump",
+      "template": [
+        [
+          1,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-left for 12 game ticks and press up during the first 3 game ticks."
+    },
+    {
+      "id": 12,
+      "name": "right_jump",
+      "template": [
+        [
+          1,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-right for 12 game ticks and press up during the first 3 game ticks."
+    }
+  ],
+  "block_ticks": 12,
+  "combat_buttons": [
+    "UP",
+    "DOWN",
+    "LEFT",
+    "RIGHT",
+    "A",
+    "Y",
+    "X",
+    "B",
+    "C",
+    "Z"
+  ],
+  "direction_semantics": "absolute screen LEFT/RIGHT",
+  "native_fps": 60,
+  "port_buttons_per_player": [
+    "B",
+    "A",
+    "MODE",
+    "START",
+    "UP",
+    "DOWN",
+    "LEFT",
+    "RIGHT",
+    "C",
+    "Y",
+    "X",
+    "Z"
+  ],
+  "press_ticks": 3,
+  "sampling": "independent PCG64 streams per source episode and player; uniform 1/13; repeats allowed",
+  "version": "sf3_external_12tick_v1"
+}
diff --git a/SF3/dataset/npc0/val/sources/sf3_val_external_002598_attempt0000/report.json b/SF3/dataset/npc0/val/sources/sf3_val_external_002598_attempt0000/report.json
new file mode 100644
index 0000000000000000000000000000000000000000..6b2ecffeaf846168e5f9b8a9c4b561fa94431d15
--- /dev/null
+++ b/SF3/dataset/npc0/val/sources/sf3_val_external_002598_attempt0000/report.json
@@ -0,0 +1 @@
+{"action_counts":{"P1":{"crouch":1,"heavy_kick":9,"heavy_punch":9,"jump":10,"left":8,"left_jump":6,"light_kick":8,"light_punch":4,"medium_kick":12,"medium_punch":7,"noop":9,"right":4,"right_jump":13},"P2":{"crouch":8,"heavy_kick":6,"heavy_punch":8,"jump":8,"left":7,"left_jump":6,"light_kick":7,"light_punch":11,"medium_kick":12,"medium_punch":4,"noop":9,"right":10,"right_jump":4}},"case_id":"sf3_val_external_002598","control_values":[[1,1]],"formal_ready":false,"frames":401,"hp_end":[130,160],"hp_start":[160,160],"input_audit":{"decisions_per_player":100,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":1200},"master_seed":20260920,"missing_formal_gates":["independent_formal_audit"],"native_input_audit":{"action_labels_describe":"issued external ports; filtered input is audit evidence","actor_tile_write_counts":[[4652,0],[5155,0]],"compared_words":[0,1,3],"engine_filtered_ticks":[84,96,132,312,420,432,528,540,684,696,756,840],"exact":true,"filter_state_mismatched_values":0,"first_post_filter_mismatch":null,"post_filter_mismatched_words":0,"pre_filter_mismatched_words":0,"primary_blend_pixels":0,"scope":"issued ports -> pre-SOCD words -> existing default filter -> consumed Cps3Input","socd_mode":[3,3],"ticks":1200},"native_transitions":1200,"npc_count":0,"player_seed_hex":["930f4a026c61eb5770096471f3a2d33ae20dd0bef5f3d22d9bdb856acb97fc31","e94f3f4598fb0c91b34b1d0731aa0e25a9a729bf900e2c4ed413cd6581e5b1f1"],"python":"3.8.20 (default, Oct  2 2024, 16:34:12) \n[Clang 18.1.8 ]","seconds":46.17654588446021,"segments":[{"end_native_transition":300,"hp_end":[145,160],"hp_start":[160,160],"index":0,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"reasons":[],"selected_for_encoding":false,"start_native_transition":0,"valid":true},{"body_labels":{"body_pixel_min":[1819,1319],"engine_ids":[33608076,33609060],"id_encoding":"RGB=(0,0,rank), rank1=P1, rank2=P2; background=0","mask_policy":"sf3_primary_character_body_only_v1","media":{"byte_size":979996,"codec":"ffv1","decoded_rgb24_matches_source":true,"fps":20,"frames":101,"height":480,"pixel_format":"bgr0","resize":"384x224 -> crop top=1 bottom=1 left=0 right=0 -> 384x222 -> 832x481 nearest-neighbor (uniform 13/6, non-integer scale) -> crop bottom=1 -> 832x480","spatial_transform":{"integer_upscale":false,"interpolation":"nearest-neighbor","native_crop_ltrb":[0,1,0,1],"native_size_wh":[384,224],"output_crop_ltrb":[0,0,0,1],"output_size_wh":[832,480],"resize_size_wh":[832,481],"scale_xy":[2.1666666666666665,2.1666666666666665],"source_index_xy":["floor(x * 384 / 832)","1 + floor(y * 222 / 481)"]},"width":832}},"end_native_transition":600,"hp_end":[138,160],"hp_start":[145,160],"index":1,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"media":{"byte_size":7226054,"codec":"ffv1","decoded_rgb24_matches_source":true,"fps":20,"frames":101,"height":480,"pixel_format":"bgr0","resize":"384x224 -> crop top=1 bottom=1 left=0 right=0 -> 384x222 -> 832x481 nearest-neighbor (uniform 13/6, non-integer scale) -> crop bottom=1 -> 832x480","spatial_transform":{"integer_upscale":false,"interpolation":"nearest-neighbor","native_crop_ltrb":[0,1,0,1],"native_size_wh":[384,224],"output_crop_ltrb":[0,0,0,1],"output_size_wh":[832,480],"resize_size_wh":[832,481],"scale_xy":[2.1666666666666665,2.1666666666666665],"source_index_xy":["floor(x * 384 / 832)","1 + floor(y * 222 / 481)"]},"width":832},"reasons":[],"selected_for_encoding":true,"start_native_transition":300,"valid":true},{"end_native_transition":900,"hp_end":[138,160],"hp_start":[138,160],"index":2,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"reasons":[],"selected_for_encoding":false,"start_native_transition":600,"valid":true},{"end_native_transition":1200,"hp_end":[130,160],"hp_start":[138,160],"index":3,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"reasons":[],"selected_for_encoding":false,"start_native_transition":900,"valid":true}],"setup":{"boot":"fresh linear normal 2P boot; no RAM writes; no get_state/set_state","boundary_policy":"phase2_transition_linear_external_v1","core":{"package":"../../../../../generator/retro/stable_retro/__init__.py","path":"../../../../../generator/core/fbneo_libretro.so","stable_retro":"0.9.9"},"expected_character_ids":[8,8],"initial_completed_native_transitions":2350,"initial_state":{"actor_hp":[160,160],"actor_state_words":[[3,0,1,1],[3,0,1,1]],"characters":[8,8],"command_words_observed":[0,0],"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[414,610],"object_y_candidate":[0,0],"round_phase":131072,"stage_id":8,"stage_round_variant":0,"stage_scene_resource":14,"timer":99},"integration_files":{"data.json":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002598_attempt0000/integration/Sf3-Arcade/data.json"},"metadata.json":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002598_attempt0000/integration/Sf3-Arcade/metadata.json"},"original_rom":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002598_attempt0000/integration/Sf3-Arcade/sfiii.zip"},"rom":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002598_attempt0000/integration/Sf3-Arcade/rom.zip"},"scenario.json":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002598_attempt0000/integration/Sf3-Arcade/scenario.json"}},"phase_transitions":[{"actor_hp":[160,160],"actor_state_words":[[1,0,0,0],[1,0,0,0]],"characters":[8,8],"command_words_observed":[0,0],"completed_native_transitions":2160,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[0,0],"hp":[160,160],"object_x_candidate":[0,0],"object_y_candidate":[0,0],"round_phase":65536,"stage_id":8,"stage_round_variant":0,"stage_scene_resource":14,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[3,0,1,1],[2,0,0,1]],"characters":[8,8],"command_words_observed":[0,0],"completed_native_transitions":2184,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[410,614],"object_y_candidate":[0,0],"round_phase":65537,"stage_id":8,"stage_round_variant":0,"stage_scene_resource":14,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[3,0,1,1],[2,0,0,1]],"characters":[8,8],"command_words_observed":[0,0],"completed_native_transitions":2192,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[406,618],"object_y_candidate":[0,0],"round_phase":65538,"stage_id":8,"stage_round_variant":0,"stage_scene_resource":14,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[3,0,1,1],[2,0,0,1]],"characters":[8,8],"command_words_observed":[0,0],"completed_native_transitions":2193,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[406,618],"object_y_candidate":[0,0],"round_phase":65539,"stage_id":8,"stage_round_variant":0,"stage_scene_resource":14,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[3,0,1,1],[2,0,1,1]],"characters":[8,8],"command_words_observed":[0,0],"completed_native_transitions":2242,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[416,608],"object_y_candidate":[0,0],"round_phase":65540,"stage_id":8,"stage_round_variant":0,"stage_scene_resource":14,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[3,0,1,1],[3,0,1,1]],"characters":[8,8],"command_words_observed":[0,0],"completed_native_transitions":2350,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[414,610],"object_y_candidate":[0,0],"round_phase":131072,"stage_id":8,"stage_round_variant":0,"stage_scene_resource":14,"timer":99}],"requested_characters":["elena","elena"],"timing":"transition output is t0; next step consumes input tick 0"},"source_episode_id":"sf3_val_external_002598_attempt0000","source_mode":"independent_uniform_random","status":"UNCOMMITTED_FORMAL_CANDIDATE","stored_input_audit":{"decisions_per_player":100,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":1200},"subjects":[{"character":"elena","handle":"P1","native_slot":0,"role":"external_player"},{"character":"elena","handle":"P2","native_slot":1,"role":"external_player"}],"utc":"2026-09-20T09:18:28.560667+00:00","valid_segments":4}
diff --git a/SF3/dataset/npc0/val/sources/sf3_val_external_002599_attempt0000/action_protocol.json b/SF3/dataset/npc0/val/sources/sf3_val_external_002599_attempt0000/action_protocol.json
new file mode 100644
index 0000000000000000000000000000000000000000..9d42acc405e15e3119ccead42ae18332b5eecd88
--- /dev/null
+++ b/SF3/dataset/npc0/val/sources/sf3_val_external_002599_attempt0000/action_protocol.json
@@ -0,0 +1,1999 @@
+{
+  "actions": [
+    {
+      "id": 0,
+      "name": "noop",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Release all buttons for 12 game ticks."
+    },
+    {
+      "id": 1,
+      "name": "left",
+      "template": [
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-left for 12 game ticks."
+    },
+    {
+      "id": 2,
+      "name": "right",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-right for 12 game ticks."
+    },
+    {
+      "id": 3,
+      "name": "jump",
+      "template": [
+        [
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press up for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 4,
+      "name": "crouch",
+      "template": [
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold down to crouch for 12 game ticks."
+    },
+    {
+      "id": 5,
+      "name": "light_punch",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press light punch for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 6,
+      "name": "medium_punch",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press medium punch for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 7,
+      "name": "heavy_punch",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press heavy punch for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 8,
+      "name": "light_kick",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press light kick for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 9,
+      "name": "medium_kick",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press medium kick for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 10,
+      "name": "heavy_kick",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press heavy kick for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 11,
+      "name": "left_jump",
+      "template": [
+        [
+          1,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-left for 12 game ticks and press up during the first 3 game ticks."
+    },
+    {
+      "id": 12,
+      "name": "right_jump",
+      "template": [
+        [
+          1,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-right for 12 game ticks and press up during the first 3 game ticks."
+    }
+  ],
+  "block_ticks": 12,
+  "combat_buttons": [
+    "UP",
+    "DOWN",
+    "LEFT",
+    "RIGHT",
+    "A",
+    "Y",
+    "X",
+    "B",
+    "C",
+    "Z"
+  ],
+  "direction_semantics": "absolute screen LEFT/RIGHT",
+  "native_fps": 60,
+  "port_buttons_per_player": [
+    "B",
+    "A",
+    "MODE",
+    "START",
+    "UP",
+    "DOWN",
+    "LEFT",
+    "RIGHT",
+    "C",
+    "Y",
+    "X",
+    "Z"
+  ],
+  "press_ticks": 3,
+  "sampling": "independent PCG64 streams per source episode and player; uniform 1/13; repeats allowed",
+  "version": "sf3_external_12tick_v1"
+}
diff --git a/SF3/dataset/npc0/val/sources/sf3_val_external_002599_attempt0000/report.json b/SF3/dataset/npc0/val/sources/sf3_val_external_002599_attempt0000/report.json
new file mode 100644
index 0000000000000000000000000000000000000000..dd8cfed934ad314759669e13498a71448192614c
--- /dev/null
+++ b/SF3/dataset/npc0/val/sources/sf3_val_external_002599_attempt0000/report.json
@@ -0,0 +1 @@
+{"action_counts":{"P1":{"crouch":11,"heavy_kick":11,"heavy_punch":8,"jump":9,"left":6,"left_jump":4,"light_kick":6,"light_punch":7,"medium_kick":3,"medium_punch":9,"noop":7,"right":11,"right_jump":8},"P2":{"crouch":9,"heavy_kick":4,"heavy_punch":9,"jump":5,"left":5,"left_jump":14,"light_kick":9,"light_punch":6,"medium_kick":12,"medium_punch":5,"noop":6,"right":3,"right_jump":13}},"case_id":"sf3_val_external_002599","control_values":[[1,1]],"formal_ready":false,"frames":401,"hp_end":[102,130],"hp_start":[160,160],"input_audit":{"decisions_per_player":100,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":1200},"master_seed":20260920,"missing_formal_gates":["independent_formal_audit"],"native_input_audit":{"action_labels_describe":"issued external ports; filtered input is audit evidence","actor_tile_write_counts":[[4752,0],[4493,0]],"compared_words":[0,1,3],"engine_filtered_ticks":[12,72,96,108,120,240,324,372,444,564,612,708,756,888,900,972],"exact":true,"filter_state_mismatched_values":0,"first_post_filter_mismatch":null,"post_filter_mismatched_words":0,"pre_filter_mismatched_words":0,"primary_blend_pixels":0,"scope":"issued ports -> pre-SOCD words -> existing default filter -> consumed Cps3Input","socd_mode":[3,3],"ticks":1200},"native_transitions":1200,"npc_count":0,"player_seed_hex":["329ed549ed5030c696539e2a08a3a5fbcdb0982ee0b68dc34a903a2a75045c4b","5dd859de8d9e0082c82b08f2a5eebe70be46da6af3a78bea8ccc50d0a1106a7b"],"python":"3.8.20 (default, Oct  2 2024, 16:34:12) \n[Clang 18.1.8 ]","seconds":46.93267162889242,"segments":[{"body_labels":{"body_pixel_min":[1870,1322],"engine_ids":[33608076,33609060],"id_encoding":"RGB=(0,0,rank), rank1=P1, rank2=P2; background=0","mask_policy":"sf3_primary_character_body_only_v1","media":{"byte_size":980533,"codec":"ffv1","decoded_rgb24_matches_source":true,"fps":20,"frames":101,"height":480,"pixel_format":"bgr0","resize":"384x224 -> crop top=1 bottom=1 left=0 right=0 -> 384x222 -> 832x481 nearest-neighbor (uniform 13/6, non-integer scale) -> crop bottom=1 -> 832x480","spatial_transform":{"integer_upscale":false,"interpolation":"nearest-neighbor","native_crop_ltrb":[0,1,0,1],"native_size_wh":[384,224],"output_crop_ltrb":[0,0,0,1],"output_size_wh":[832,480],"resize_size_wh":[832,481],"scale_xy":[2.1666666666666665,2.1666666666666665],"source_index_xy":["floor(x * 384 / 832)","1 + floor(y * 222 / 481)"]},"width":832}},"end_native_transition":300,"hp_end":[136,152],"hp_start":[160,160],"index":0,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"media":{"byte_size":7125766,"codec":"ffv1","decoded_rgb24_matches_source":true,"fps":20,"frames":101,"height":480,"pixel_format":"bgr0","resize":"384x224 -> crop top=1 bottom=1 left=0 right=0 -> 384x222 -> 832x481 nearest-neighbor (uniform 13/6, non-integer scale) -> crop bottom=1 -> 832x480","spatial_transform":{"integer_upscale":false,"interpolation":"nearest-neighbor","native_crop_ltrb":[0,1,0,1],"native_size_wh":[384,224],"output_crop_ltrb":[0,0,0,1],"output_size_wh":[832,480],"resize_size_wh":[832,481],"scale_xy":[2.1666666666666665,2.1666666666666665],"source_index_xy":["floor(x * 384 / 832)","1 + floor(y * 222 / 481)"]},"width":832},"reasons":[],"selected_for_encoding":true,"start_native_transition":0,"valid":true},{"end_native_transition":600,"hp_end":[119,152],"hp_start":[136,152],"index":1,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"reasons":[],"selected_for_encoding":false,"start_native_transition":300,"valid":true},{"end_native_transition":900,"hp_end":[119,130],"hp_start":[119,152],"index":2,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"reasons":[],"selected_for_encoding":false,"start_native_transition":600,"valid":true},{"end_native_transition":1200,"hp_end":[102,130],"hp_start":[119,130],"index":3,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"reasons":[],"selected_for_encoding":false,"start_native_transition":900,"valid":true}],"setup":{"boot":"fresh linear normal 2P boot; no RAM writes; no get_state/set_state","boundary_policy":"phase2_transition_linear_external_v1","core":{"package":"../../../../../generator/retro/stable_retro/__init__.py","path":"../../../../../generator/core/fbneo_libretro.so","stable_retro":"0.9.9"},"expected_character_ids":[8,7],"initial_completed_native_transitions":2374,"initial_state":{"actor_hp":[160,160],"actor_state_words":[[3,0,1,1],[3,0,1,1]],"characters":[8,7],"command_words_observed":[0,0],"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[416,608],"object_y_candidate":[0,0],"round_phase":131072,"stage_id":7,"stage_round_variant":0,"stage_scene_resource":11,"timer":99},"integration_files":{"data.json":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002599_attempt0000/integration/Sf3-Arcade/data.json"},"metadata.json":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002599_attempt0000/integration/Sf3-Arcade/metadata.json"},"original_rom":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002599_attempt0000/integration/Sf3-Arcade/sfiii.zip"},"rom":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002599_attempt0000/integration/Sf3-Arcade/rom.zip"},"scenario.json":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002599_attempt0000/integration/Sf3-Arcade/scenario.json"}},"phase_transitions":[{"actor_hp":[160,160],"actor_state_words":[[1,0,0,0],[1,0,0,0]],"characters":[8,7],"command_words_observed":[0,0],"completed_native_transitions":2142,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[0,0],"hp":[160,160],"object_x_candidate":[0,0],"object_y_candidate":[0,0],"round_phase":65536,"stage_id":7,"stage_round_variant":0,"stage_scene_resource":11,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[2,0,0,1],[2,0,0,3]],"characters":[8,7],"command_words_observed":[0,0],"completed_native_transitions":2166,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[410,608],"object_y_candidate":[0,0],"round_phase":65537,"stage_id":7,"stage_round_variant":0,"stage_scene_resource":11,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[2,0,0,1],[2,0,0,3]],"characters":[8,7],"command_words_observed":[0,0],"completed_native_transitions":2175,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[406,608],"object_y_candidate":[0,0],"round_phase":65538,"stage_id":7,"stage_round_variant":0,"stage_scene_resource":11,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[2,0,0,1],[2,0,0,3]],"characters":[8,7],"command_words_observed":[0,0],"completed_native_transitions":2176,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[406,608],"object_y_candidate":[0,0],"round_phase":65539,"stage_id":7,"stage_round_variant":0,"stage_scene_resource":11,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[3,0,1,1],[2,0,1,0]],"characters":[8,7],"command_words_observed":[0,0],"completed_native_transitions":2266,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[386,608],"object_y_candidate":[0,0],"round_phase":65540,"stage_id":7,"stage_round_variant":0,"stage_scene_resource":11,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[3,0,1,1],[3,0,1,1]],"characters":[8,7],"command_words_observed":[0,0],"completed_native_transitions":2374,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[416,608],"object_y_candidate":[0,0],"round_phase":131072,"stage_id":7,"stage_round_variant":0,"stage_scene_resource":11,"timer":99}],"requested_characters":["elena","ibuki"],"timing":"transition output is t0; next step consumes input tick 0"},"source_episode_id":"sf3_val_external_002599_attempt0000","source_mode":"independent_uniform_random","status":"UNCOMMITTED_FORMAL_CANDIDATE","stored_input_audit":{"decisions_per_player":100,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":1200},"subjects":[{"character":"elena","handle":"P1","native_slot":0,"role":"external_player"},{"character":"ibuki","handle":"P2","native_slot":1,"role":"external_player"}],"utc":"2026-09-20T09:33:36.656268+00:00","valid_segments":4}
diff --git a/SF3/dataset/npc0/val/sources/sf3_val_external_002601_attempt0000/action_protocol.json b/SF3/dataset/npc0/val/sources/sf3_val_external_002601_attempt0000/action_protocol.json
new file mode 100644
index 0000000000000000000000000000000000000000..9d42acc405e15e3119ccead42ae18332b5eecd88
--- /dev/null
+++ b/SF3/dataset/npc0/val/sources/sf3_val_external_002601_attempt0000/action_protocol.json
@@ -0,0 +1,1999 @@
+{
+  "actions": [
+    {
+      "id": 0,
+      "name": "noop",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Release all buttons for 12 game ticks."
+    },
+    {
+      "id": 1,
+      "name": "left",
+      "template": [
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-left for 12 game ticks."
+    },
+    {
+      "id": 2,
+      "name": "right",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-right for 12 game ticks."
+    },
+    {
+      "id": 3,
+      "name": "jump",
+      "template": [
+        [
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press up for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 4,
+      "name": "crouch",
+      "template": [
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold down to crouch for 12 game ticks."
+    },
+    {
+      "id": 5,
+      "name": "light_punch",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
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+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press light punch for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 6,
+      "name": "medium_punch",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press medium punch for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 7,
+      "name": "heavy_punch",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press heavy punch for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 8,
+      "name": "light_kick",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press light kick for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 9,
+      "name": "medium_kick",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press medium kick for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 10,
+      "name": "heavy_kick",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press heavy kick for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 11,
+      "name": "left_jump",
+      "template": [
+        [
+          1,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-left for 12 game ticks and press up during the first 3 game ticks."
+    },
+    {
+      "id": 12,
+      "name": "right_jump",
+      "template": [
+        [
+          1,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-right for 12 game ticks and press up during the first 3 game ticks."
+    }
+  ],
+  "block_ticks": 12,
+  "combat_buttons": [
+    "UP",
+    "DOWN",
+    "LEFT",
+    "RIGHT",
+    "A",
+    "Y",
+    "X",
+    "B",
+    "C",
+    "Z"
+  ],
+  "direction_semantics": "absolute screen LEFT/RIGHT",
+  "native_fps": 60,
+  "port_buttons_per_player": [
+    "B",
+    "A",
+    "MODE",
+    "START",
+    "UP",
+    "DOWN",
+    "LEFT",
+    "RIGHT",
+    "C",
+    "Y",
+    "X",
+    "Z"
+  ],
+  "press_ticks": 3,
+  "sampling": "independent PCG64 streams per source episode and player; uniform 1/13; repeats allowed",
+  "version": "sf3_external_12tick_v1"
+}
diff --git a/SF3/dataset/npc0/val/sources/sf3_val_external_002601_attempt0000/report.json b/SF3/dataset/npc0/val/sources/sf3_val_external_002601_attempt0000/report.json
new file mode 100644
index 0000000000000000000000000000000000000000..5dd6f542d7033523631b0ebb2e6ffb6480ed956a
--- /dev/null
+++ b/SF3/dataset/npc0/val/sources/sf3_val_external_002601_attempt0000/report.json
@@ -0,0 +1 @@
+{"action_counts":{"P1":{"crouch":10,"heavy_kick":7,"heavy_punch":8,"jump":6,"left":12,"left_jump":4,"light_kick":7,"light_punch":7,"medium_kick":5,"medium_punch":7,"noop":7,"right":4,"right_jump":16},"P2":{"crouch":6,"heavy_kick":8,"heavy_punch":9,"jump":10,"left":4,"left_jump":10,"light_kick":8,"light_punch":4,"medium_kick":10,"medium_punch":10,"noop":2,"right":7,"right_jump":12}},"case_id":"sf3_val_external_002601","control_values":[[1,1]],"formal_ready":false,"frames":401,"hp_end":[114,124],"hp_start":[160,160],"input_audit":{"decisions_per_player":100,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":1200},"master_seed":20260920,"missing_formal_gates":["independent_formal_audit"],"native_input_audit":{"action_labels_describe":"issued external ports; filtered input is audit evidence","actor_tile_write_counts":[[5007,0],[4624,0]],"compared_words":[0,1,3],"engine_filtered_ticks":[72,168,276,432,444,540,552,876,936,972,984,996,1020],"exact":true,"filter_state_mismatched_values":0,"first_post_filter_mismatch":null,"post_filter_mismatched_words":0,"pre_filter_mismatched_words":0,"primary_blend_pixels":0,"scope":"issued ports -> pre-SOCD words -> existing default filter -> consumed Cps3Input","socd_mode":[3,3],"ticks":1200},"native_transitions":1200,"npc_count":0,"player_seed_hex":["0995709a891fe9dc0a43b4e47c4e9b18bf7e0853933a72f771da26b85d329ea8","0109667da8107b1f9b1b628507f15bf6bcbe6f87692cab93161fbe04d92a0e74"],"python":"3.8.20 (default, Oct  2 2024, 16:34:12) \n[Clang 18.1.8 ]","seconds":56.37212960794568,"segments":[{"end_native_transition":300,"hp_end":[148,160],"hp_start":[160,160],"index":0,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"reasons":[],"selected_for_encoding":false,"start_native_transition":0,"valid":true},{"end_native_transition":600,"hp_end":[148,160],"hp_start":[148,160],"index":1,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"reasons":[],"selected_for_encoding":false,"start_native_transition":300,"valid":true},{"body_labels":{"body_pixel_min":[1556,2343],"engine_ids":[33608076,33609060],"id_encoding":"RGB=(0,0,rank), rank1=P1, rank2=P2; background=0","mask_policy":"sf3_primary_character_body_only_v1","media":{"byte_size":983187,"codec":"ffv1","decoded_rgb24_matches_source":true,"fps":20,"frames":101,"height":480,"pixel_format":"bgr0","resize":"384x224 -> crop top=1 bottom=1 left=0 right=0 -> 384x222 -> 832x481 nearest-neighbor (uniform 13/6, non-integer scale) -> crop bottom=1 -> 832x480","spatial_transform":{"integer_upscale":false,"interpolation":"nearest-neighbor","native_crop_ltrb":[0,1,0,1],"native_size_wh":[384,224],"output_crop_ltrb":[0,0,0,1],"output_size_wh":[832,480],"resize_size_wh":[832,481],"scale_xy":[2.1666666666666665,2.1666666666666665],"source_index_xy":["floor(x * 384 / 832)","1 + floor(y * 222 / 481)"]},"width":832}},"end_native_transition":900,"hp_end":[136,160],"hp_start":[148,160],"index":2,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"media":{"byte_size":7361309,"codec":"ffv1","decoded_rgb24_matches_source":true,"fps":20,"frames":101,"height":480,"pixel_format":"bgr0","resize":"384x224 -> crop top=1 bottom=1 left=0 right=0 -> 384x222 -> 832x481 nearest-neighbor (uniform 13/6, non-integer scale) -> crop bottom=1 -> 832x480","spatial_transform":{"integer_upscale":false,"interpolation":"nearest-neighbor","native_crop_ltrb":[0,1,0,1],"native_size_wh":[384,224],"output_crop_ltrb":[0,0,0,1],"output_size_wh":[832,480],"resize_size_wh":[832,481],"scale_xy":[2.1666666666666665,2.1666666666666665],"source_index_xy":["floor(x * 384 / 832)","1 + floor(y * 222 / 481)"]},"width":832},"reasons":[],"selected_for_encoding":true,"start_native_transition":600,"valid":true},{"end_native_transition":1200,"hp_end":[114,124],"hp_start":[136,160],"index":3,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"reasons":[],"selected_for_encoding":false,"start_native_transition":900,"valid":true}],"setup":{"boot":"fresh linear normal 2P boot; no RAM writes; no get_state/set_state","boundary_policy":"phase2_transition_linear_external_v1","core":{"package":"../../../../../generator/retro/stable_retro/__init__.py","path":"../../../../../generator/core/fbneo_libretro.so","stable_retro":"0.9.9"},"expected_character_ids":[8,5],"initial_completed_native_transitions":2351,"initial_state":{"actor_hp":[160,160],"actor_state_words":[[3,0,1,1],[3,0,1,1]],"characters":[8,5],"command_words_observed":[0,0],"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[414,607],"object_y_candidate":[0,0],"round_phase":131072,"stage_id":5,"stage_round_variant":0,"stage_scene_resource":9,"timer":99},"integration_files":{"data.json":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002601_attempt0000/integration/Sf3-Arcade/data.json"},"metadata.json":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002601_attempt0000/integration/Sf3-Arcade/metadata.json"},"original_rom":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002601_attempt0000/integration/Sf3-Arcade/sfiii.zip"},"rom":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002601_attempt0000/integration/Sf3-Arcade/rom.zip"},"scenario.json":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002601_attempt0000/integration/Sf3-Arcade/scenario.json"}},"phase_transitions":[{"actor_hp":[160,160],"actor_state_words":[[1,0,0,0],[1,0,0,0]],"characters":[8,5],"command_words_observed":[0,0],"completed_native_transitions":2160,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[0,0],"hp":[160,160],"object_x_candidate":[0,0],"object_y_candidate":[0,0],"round_phase":65536,"stage_id":5,"stage_round_variant":0,"stage_scene_resource":9,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[2,0,0,1],[2,0,0,3]],"characters":[8,5],"command_words_observed":[0,0],"completed_native_transitions":2184,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[410,622],"object_y_candidate":[0,0],"round_phase":65537,"stage_id":5,"stage_round_variant":0,"stage_scene_resource":9,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[2,0,0,1],[2,0,0,3]],"characters":[8,5],"command_words_observed":[0,0],"completed_native_transitions":2192,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[406,622],"object_y_candidate":[0,0],"round_phase":65538,"stage_id":5,"stage_round_variant":0,"stage_scene_resource":9,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[2,0,0,1],[2,0,0,3]],"characters":[8,5],"command_words_observed":[0,0],"completed_native_transitions":2193,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[406,622],"object_y_candidate":[0,0],"round_phase":65539,"stage_id":5,"stage_round_variant":0,"stage_scene_resource":9,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[3,0,1,1],[2,0,1,0]],"characters":[8,5],"command_words_observed":[0,0],"completed_native_transitions":2243,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[416,607],"object_y_candidate":[0,0],"round_phase":65540,"stage_id":5,"stage_round_variant":0,"stage_scene_resource":9,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[3,0,1,1],[3,0,1,1]],"characters":[8,5],"command_words_observed":[0,0],"completed_native_transitions":2351,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[414,607],"object_y_candidate":[0,0],"round_phase":131072,"stage_id":5,"stage_round_variant":0,"stage_scene_resource":9,"timer":99}],"requested_characters":["elena","necro"],"timing":"transition output is t0; next step consumes input tick 0"},"source_episode_id":"sf3_val_external_002601_attempt0000","source_mode":"independent_uniform_random","status":"UNCOMMITTED_FORMAL_CANDIDATE","stored_input_audit":{"decisions_per_player":100,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":1200},"subjects":[{"character":"elena","handle":"P1","native_slot":0,"role":"external_player"},{"character":"necro","handle":"P2","native_slot":1,"role":"external_player"}],"utc":"2026-09-20T08:33:04.802262+00:00","valid_segments":4}
diff --git a/SF3/dataset/npc0/val/sources/sf3_val_external_002602_attempt0000/action_protocol.json b/SF3/dataset/npc0/val/sources/sf3_val_external_002602_attempt0000/action_protocol.json
new file mode 100644
index 0000000000000000000000000000000000000000..9d42acc405e15e3119ccead42ae18332b5eecd88
--- /dev/null
+++ b/SF3/dataset/npc0/val/sources/sf3_val_external_002602_attempt0000/action_protocol.json
@@ -0,0 +1,1999 @@
+{
+  "actions": [
+    {
+      "id": 0,
+      "name": "noop",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Release all buttons for 12 game ticks."
+    },
+    {
+      "id": 1,
+      "name": "left",
+      "template": [
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-left for 12 game ticks."
+    },
+    {
+      "id": 2,
+      "name": "right",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-right for 12 game ticks."
+    },
+    {
+      "id": 3,
+      "name": "jump",
+      "template": [
+        [
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press up for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 4,
+      "name": "crouch",
+      "template": [
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold down to crouch for 12 game ticks."
+    },
+    {
+      "id": 5,
+      "name": "light_punch",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press light punch for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 6,
+      "name": "medium_punch",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press medium punch for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 7,
+      "name": "heavy_punch",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press heavy punch for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 8,
+      "name": "light_kick",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press light kick for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 9,
+      "name": "medium_kick",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press medium kick for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 10,
+      "name": "heavy_kick",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press heavy kick for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 11,
+      "name": "left_jump",
+      "template": [
+        [
+          1,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-left for 12 game ticks and press up during the first 3 game ticks."
+    },
+    {
+      "id": 12,
+      "name": "right_jump",
+      "template": [
+        [
+          1,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-right for 12 game ticks and press up during the first 3 game ticks."
+    }
+  ],
+  "block_ticks": 12,
+  "combat_buttons": [
+    "UP",
+    "DOWN",
+    "LEFT",
+    "RIGHT",
+    "A",
+    "Y",
+    "X",
+    "B",
+    "C",
+    "Z"
+  ],
+  "direction_semantics": "absolute screen LEFT/RIGHT",
+  "native_fps": 60,
+  "port_buttons_per_player": [
+    "B",
+    "A",
+    "MODE",
+    "START",
+    "UP",
+    "DOWN",
+    "LEFT",
+    "RIGHT",
+    "C",
+    "Y",
+    "X",
+    "Z"
+  ],
+  "press_ticks": 3,
+  "sampling": "independent PCG64 streams per source episode and player; uniform 1/13; repeats allowed",
+  "version": "sf3_external_12tick_v1"
+}
diff --git a/SF3/dataset/npc0/val/sources/sf3_val_external_002602_attempt0000/report.json b/SF3/dataset/npc0/val/sources/sf3_val_external_002602_attempt0000/report.json
new file mode 100644
index 0000000000000000000000000000000000000000..34897fe0bbd2e8e4301c2d5fd7887760045d7633
--- /dev/null
+++ b/SF3/dataset/npc0/val/sources/sf3_val_external_002602_attempt0000/report.json
@@ -0,0 +1 @@
+{"action_counts":{"P1":{"crouch":9,"heavy_kick":5,"heavy_punch":9,"jump":10,"left":9,"left_jump":7,"light_kick":8,"light_punch":6,"medium_kick":8,"medium_punch":10,"noop":4,"right":4,"right_jump":11},"P2":{"crouch":10,"heavy_kick":6,"heavy_punch":10,"jump":10,"left":8,"left_jump":5,"light_kick":7,"light_punch":8,"medium_kick":4,"medium_punch":8,"noop":9,"right":9,"right_jump":6}},"case_id":"sf3_val_external_002602","control_values":[[1,1]],"formal_ready":false,"frames":401,"hp_end":[133,50],"hp_start":[160,160],"input_audit":{"decisions_per_player":100,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":1200},"master_seed":20260920,"missing_formal_gates":["independent_formal_audit"],"native_input_audit":{"action_labels_describe":"issued external ports; filtered input is audit evidence","actor_tile_write_counts":[[4691,0],[5394,0]],"compared_words":[0,1,3],"engine_filtered_ticks":[60,84,192,252,408,444,456,624,636,672,840,912,1008,1032,1152],"exact":true,"filter_state_mismatched_values":0,"first_post_filter_mismatch":null,"post_filter_mismatched_words":0,"pre_filter_mismatched_words":0,"primary_blend_pixels":0,"scope":"issued ports -> pre-SOCD words -> existing default filter -> consumed Cps3Input","socd_mode":[3,3],"ticks":1200},"native_transitions":1200,"npc_count":0,"player_seed_hex":["c6124170b37bc7fd9631aa42daac6b691cec3adaa9010da03c71f5b387eafb02","8590709359cfe25a74358fe3d479e066e01b4c62264c01afafdaa92c3d05ff55"],"python":"3.8.20 (default, Oct  2 2024, 16:34:12) \n[Clang 18.1.8 ]","seconds":48.50826909020543,"segments":[{"end_native_transition":300,"hp_end":[160,139],"hp_start":[160,160],"index":0,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"reasons":[],"selected_for_encoding":false,"start_native_transition":0,"valid":true},{"end_native_transition":600,"hp_end":[143,91],"hp_start":[160,139],"index":1,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"reasons":[],"selected_for_encoding":false,"start_native_transition":300,"valid":true},{"end_native_transition":900,"hp_end":[133,50],"hp_start":[143,91],"index":2,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"reasons":[],"selected_for_encoding":false,"start_native_transition":600,"valid":true},{"body_labels":{"body_pixel_min":[1842,2757],"engine_ids":[33608076,33609060],"id_encoding":"RGB=(0,0,rank), rank1=P1, rank2=P2; background=0","mask_policy":"sf3_primary_character_body_only_v1","media":{"byte_size":983393,"codec":"ffv1","decoded_rgb24_matches_source":true,"fps":20,"frames":101,"height":480,"pixel_format":"bgr0","resize":"384x224 -> crop top=1 bottom=1 left=0 right=0 -> 384x222 -> 832x481 nearest-neighbor (uniform 13/6, non-integer scale) -> crop bottom=1 -> 832x480","spatial_transform":{"integer_upscale":false,"interpolation":"nearest-neighbor","native_crop_ltrb":[0,1,0,1],"native_size_wh":[384,224],"output_crop_ltrb":[0,0,0,1],"output_size_wh":[832,480],"resize_size_wh":[832,481],"scale_xy":[2.1666666666666665,2.1666666666666665],"source_index_xy":["floor(x * 384 / 832)","1 + floor(y * 222 / 481)"]},"width":832}},"end_native_transition":1200,"hp_end":[133,50],"hp_start":[133,50],"index":3,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"media":{"byte_size":7607247,"codec":"ffv1","decoded_rgb24_matches_source":true,"fps":20,"frames":101,"height":480,"pixel_format":"bgr0","resize":"384x224 -> crop top=1 bottom=1 left=0 right=0 -> 384x222 -> 832x481 nearest-neighbor (uniform 13/6, non-integer scale) -> crop bottom=1 -> 832x480","spatial_transform":{"integer_upscale":false,"interpolation":"nearest-neighbor","native_crop_ltrb":[0,1,0,1],"native_size_wh":[384,224],"output_crop_ltrb":[0,0,0,1],"output_size_wh":[832,480],"resize_size_wh":[832,481],"scale_xy":[2.1666666666666665,2.1666666666666665],"source_index_xy":["floor(x * 384 / 832)","1 + floor(y * 222 / 481)"]},"width":832},"reasons":[],"selected_for_encoding":true,"start_native_transition":900,"valid":true}],"setup":{"boot":"fresh linear normal 2P boot; no RAM writes; no get_state/set_state","boundary_policy":"phase2_transition_linear_external_v1","core":{"package":"../../../../../generator/retro/stable_retro/__init__.py","path":"../../../../../generator/core/fbneo_libretro.so","stable_retro":"0.9.9"},"expected_character_ids":[8,9],"initial_completed_native_transitions":2405,"initial_state":{"actor_hp":[160,160],"actor_state_words":[[3,0,1,1],[3,0,1,1]],"characters":[8,9],"command_words_observed":[0,0],"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[416,608],"object_y_candidate":[0,0],"round_phase":131072,"stage_id":9,"stage_round_variant":0,"stage_scene_resource":16,"timer":99},"integration_files":{"data.json":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002602_attempt0000/integration/Sf3-Arcade/data.json"},"metadata.json":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002602_attempt0000/integration/Sf3-Arcade/metadata.json"},"original_rom":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002602_attempt0000/integration/Sf3-Arcade/sfiii.zip"},"rom":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002602_attempt0000/integration/Sf3-Arcade/rom.zip"},"scenario.json":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002602_attempt0000/integration/Sf3-Arcade/scenario.json"}},"phase_transitions":[{"actor_hp":[160,160],"actor_state_words":[[1,0,0,0],[1,0,0,0]],"characters":[8,9],"command_words_observed":[0,0],"completed_native_transitions":2163,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[0,0],"hp":[160,160],"object_x_candidate":[0,0],"object_y_candidate":[0,0],"round_phase":65536,"stage_id":9,"stage_round_variant":0,"stage_scene_resource":16,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[2,0,0,1],[2,0,0,1]],"characters":[8,9],"command_words_observed":[0,0],"completed_native_transitions":2187,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[410,605],"object_y_candidate":[0,200],"round_phase":65537,"stage_id":9,"stage_round_variant":0,"stage_scene_resource":16,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[2,0,0,1],[2,0,0,1]],"characters":[8,9],"command_words_observed":[0,0],"completed_native_transitions":2195,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[406,607],"object_y_candidate":[0,200],"round_phase":65538,"stage_id":9,"stage_round_variant":0,"stage_scene_resource":16,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[2,0,0,1],[2,0,0,1]],"characters":[8,9],"command_words_observed":[0,0],"completed_native_transitions":2196,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[406,607],"object_y_candidate":[0,200],"round_phase":65539,"stage_id":9,"stage_round_variant":0,"stage_scene_resource":16,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[3,0,1,1],[2,0,0,4]],"characters":[8,9],"command_words_observed":[0,0],"completed_native_transitions":2297,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[386,608],"object_y_candidate":[0,0],"round_phase":65540,"stage_id":9,"stage_round_variant":0,"stage_scene_resource":16,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[3,0,1,1],[3,0,1,1]],"characters":[8,9],"command_words_observed":[0,0],"completed_native_transitions":2405,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[416,608],"object_y_candidate":[0,0],"round_phase":131072,"stage_id":9,"stage_round_variant":0,"stage_scene_resource":16,"timer":99}],"requested_characters":["elena","oro"],"timing":"transition output is t0; next step consumes input tick 0"},"source_episode_id":"sf3_val_external_002602_attempt0000","source_mode":"independent_uniform_random","status":"UNCOMMITTED_FORMAL_CANDIDATE","stored_input_audit":{"decisions_per_player":100,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":1200},"subjects":[{"character":"elena","handle":"P1","native_slot":0,"role":"external_player"},{"character":"oro","handle":"P2","native_slot":1,"role":"external_player"}],"utc":"2026-09-20T08:54:45.727836+00:00","valid_segments":4}
diff --git a/SF3/dataset/npc0/val/sources/sf3_val_external_002603_attempt0000/action_protocol.json b/SF3/dataset/npc0/val/sources/sf3_val_external_002603_attempt0000/action_protocol.json
new file mode 100644
index 0000000000000000000000000000000000000000..9d42acc405e15e3119ccead42ae18332b5eecd88
--- /dev/null
+++ b/SF3/dataset/npc0/val/sources/sf3_val_external_002603_attempt0000/action_protocol.json
@@ -0,0 +1,1999 @@
+{
+  "actions": [
+    {
+      "id": 0,
+      "name": "noop",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Release all buttons for 12 game ticks."
+    },
+    {
+      "id": 1,
+      "name": "left",
+      "template": [
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-left for 12 game ticks."
+    },
+    {
+      "id": 2,
+      "name": "right",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-right for 12 game ticks."
+    },
+    {
+      "id": 3,
+      "name": "jump",
+      "template": [
+        [
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press up for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 4,
+      "name": "crouch",
+      "template": [
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold down to crouch for 12 game ticks."
+    },
+    {
+      "id": 5,
+      "name": "light_punch",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press light punch for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 6,
+      "name": "medium_punch",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press medium punch for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 7,
+      "name": "heavy_punch",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press heavy punch for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 8,
+      "name": "light_kick",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press light kick for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 9,
+      "name": "medium_kick",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press medium kick for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 10,
+      "name": "heavy_kick",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press heavy kick for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 11,
+      "name": "left_jump",
+      "template": [
+        [
+          1,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-left for 12 game ticks and press up during the first 3 game ticks."
+    },
+    {
+      "id": 12,
+      "name": "right_jump",
+      "template": [
+        [
+          1,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-right for 12 game ticks and press up during the first 3 game ticks."
+    }
+  ],
+  "block_ticks": 12,
+  "combat_buttons": [
+    "UP",
+    "DOWN",
+    "LEFT",
+    "RIGHT",
+    "A",
+    "Y",
+    "X",
+    "B",
+    "C",
+    "Z"
+  ],
+  "direction_semantics": "absolute screen LEFT/RIGHT",
+  "native_fps": 60,
+  "port_buttons_per_player": [
+    "B",
+    "A",
+    "MODE",
+    "START",
+    "UP",
+    "DOWN",
+    "LEFT",
+    "RIGHT",
+    "C",
+    "Y",
+    "X",
+    "Z"
+  ],
+  "press_ticks": 3,
+  "sampling": "independent PCG64 streams per source episode and player; uniform 1/13; repeats allowed",
+  "version": "sf3_external_12tick_v1"
+}
diff --git a/SF3/dataset/npc0/val/sources/sf3_val_external_002603_attempt0000/report.json b/SF3/dataset/npc0/val/sources/sf3_val_external_002603_attempt0000/report.json
new file mode 100644
index 0000000000000000000000000000000000000000..b8c416c4e3abeeee560aecc5fe25ad1223c4efc5
--- /dev/null
+++ b/SF3/dataset/npc0/val/sources/sf3_val_external_002603_attempt0000/report.json
@@ -0,0 +1 @@
+{"action_counts":{"P1":{"crouch":9,"heavy_kick":5,"heavy_punch":8,"jump":13,"left":6,"left_jump":9,"light_kick":13,"light_punch":9,"medium_kick":4,"medium_punch":4,"noop":6,"right":6,"right_jump":8},"P2":{"crouch":10,"heavy_kick":10,"heavy_punch":8,"jump":6,"left":8,"left_jump":6,"light_kick":3,"light_punch":9,"medium_kick":15,"medium_punch":6,"noop":7,"right":6,"right_jump":6}},"case_id":"sf3_val_external_002603","control_values":[[1,1]],"formal_ready":false,"frames":401,"hp_end":[129,133],"hp_start":[160,160],"input_audit":{"decisions_per_player":100,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":1200},"master_seed":20260920,"missing_formal_gates":["independent_formal_audit"],"native_input_audit":{"action_labels_describe":"issued external ports; filtered input is audit evidence","actor_tile_write_counts":[[4331,0],[5325,0]],"compared_words":[0,1,3],"engine_filtered_ticks":[216,300,360,612,696,756,768,828,1032,1044,1080,1164,1176,1188],"exact":true,"filter_state_mismatched_values":0,"first_post_filter_mismatch":null,"post_filter_mismatched_words":0,"pre_filter_mismatched_words":0,"primary_blend_pixels":0,"scope":"issued ports -> pre-SOCD words -> existing default filter -> consumed Cps3Input","socd_mode":[3,3],"ticks":1200},"native_transitions":1200,"npc_count":0,"player_seed_hex":["155892510cd5ba9c2f40cbc7cc0aaaaed87f73558b5e98c89f2bac279e84188f","4ff13c3ddfa6c1ed9170799f4ee867aac531f8d95700b75069d30c06e93f1e8d"],"python":"3.8.20 (default, Oct  2 2024, 16:34:12) \n[Clang 18.1.8 ]","seconds":48.62677868269384,"segments":[{"end_native_transition":300,"hp_end":[160,160],"hp_start":[160,160],"index":0,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"reasons":[],"selected_for_encoding":false,"start_native_transition":0,"valid":true},{"end_native_transition":600,"hp_end":[149,133],"hp_start":[160,160],"index":1,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"reasons":[],"selected_for_encoding":false,"start_native_transition":300,"valid":true},{"end_native_transition":900,"hp_end":[129,133],"hp_start":[149,133],"index":2,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"reasons":[],"selected_for_encoding":false,"start_native_transition":600,"valid":true},{"body_labels":{"body_pixel_min":[1608,2149],"engine_ids":[33608076,33609060],"id_encoding":"RGB=(0,0,rank), rank1=P1, rank2=P2; background=0","mask_policy":"sf3_primary_character_body_only_v1","media":{"byte_size":977553,"codec":"ffv1","decoded_rgb24_matches_source":true,"fps":20,"frames":101,"height":480,"pixel_format":"bgr0","resize":"384x224 -> crop top=1 bottom=1 left=0 right=0 -> 384x222 -> 832x481 nearest-neighbor (uniform 13/6, non-integer scale) -> crop bottom=1 -> 832x480","spatial_transform":{"integer_upscale":false,"interpolation":"nearest-neighbor","native_crop_ltrb":[0,1,0,1],"native_size_wh":[384,224],"output_crop_ltrb":[0,0,0,1],"output_size_wh":[832,480],"resize_size_wh":[832,481],"scale_xy":[2.1666666666666665,2.1666666666666665],"source_index_xy":["floor(x * 384 / 832)","1 + floor(y * 222 / 481)"]},"width":832}},"end_native_transition":1200,"hp_end":[129,133],"hp_start":[129,133],"index":3,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"media":{"byte_size":8230968,"codec":"ffv1","decoded_rgb24_matches_source":true,"fps":20,"frames":101,"height":480,"pixel_format":"bgr0","resize":"384x224 -> crop top=1 bottom=1 left=0 right=0 -> 384x222 -> 832x481 nearest-neighbor (uniform 13/6, non-integer scale) -> crop bottom=1 -> 832x480","spatial_transform":{"integer_upscale":false,"interpolation":"nearest-neighbor","native_crop_ltrb":[0,1,0,1],"native_size_wh":[384,224],"output_crop_ltrb":[0,0,0,1],"output_size_wh":[832,480],"resize_size_wh":[832,481],"scale_xy":[2.1666666666666665,2.1666666666666665],"source_index_xy":["floor(x * 384 / 832)","1 + floor(y * 222 / 481)"]},"width":832},"reasons":[],"selected_for_encoding":true,"start_native_transition":900,"valid":true}],"setup":{"boot":"fresh linear normal 2P boot; no RAM writes; no get_state/set_state","boundary_policy":"phase2_transition_linear_external_v1","core":{"package":"../../../../../generator/retro/stable_retro/__init__.py","path":"../../../../../generator/core/fbneo_libretro.so","stable_retro":"0.9.9"},"expected_character_ids":[8,2],"initial_completed_native_transitions":2326,"initial_state":{"actor_hp":[160,160],"actor_state_words":[[3,0,1,1],[3,0,1,1]],"characters":[8,2],"command_words_observed":[0,0],"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[-98,96],"object_y_candidate":[0,0],"round_phase":131072,"stage_id":2,"stage_round_variant":0,"stage_scene_resource":3,"timer":99},"integration_files":{"data.json":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002603_attempt0000/integration/Sf3-Arcade/data.json"},"metadata.json":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002603_attempt0000/integration/Sf3-Arcade/metadata.json"},"original_rom":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002603_attempt0000/integration/Sf3-Arcade/sfiii.zip"},"rom":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002603_attempt0000/integration/Sf3-Arcade/rom.zip"},"scenario.json":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002603_attempt0000/integration/Sf3-Arcade/scenario.json"}},"phase_transitions":[{"actor_hp":[160,160],"actor_state_words":[[1,0,0,0],[1,0,0,0]],"characters":[8,2],"command_words_observed":[0,0],"completed_native_transitions":2136,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[0,0],"hp":[160,160],"object_x_candidate":[0,0],"object_y_candidate":[0,0],"round_phase":65536,"stage_id":2,"stage_round_variant":0,"stage_scene_resource":3,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[2,0,0,1],[2,0,0,3]],"characters":[8,2],"command_words_observed":[0,0],"completed_native_transitions":2160,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[-102,96],"object_y_candidate":[0,0],"round_phase":65537,"stage_id":2,"stage_round_variant":0,"stage_scene_resource":3,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[2,0,0,1],[2,0,0,3]],"characters":[8,2],"command_words_observed":[0,0],"completed_native_transitions":2168,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[-106,96],"object_y_candidate":[0,0],"round_phase":65538,"stage_id":2,"stage_round_variant":0,"stage_scene_resource":3,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[2,0,0,1],[2,0,0,3]],"characters":[8,2],"command_words_observed":[0,0],"completed_native_transitions":2169,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[-106,96],"object_y_candidate":[0,0],"round_phase":65539,"stage_id":2,"stage_round_variant":0,"stage_scene_resource":3,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[2,0,1,1],[3,0,1,1]],"characters":[8,2],"command_words_observed":[0,0],"completed_native_transitions":2218,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[-96,96],"object_y_candidate":[0,0],"round_phase":65540,"stage_id":2,"stage_round_variant":0,"stage_scene_resource":3,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[3,0,1,1],[3,0,1,1]],"characters":[8,2],"command_words_observed":[0,0],"completed_native_transitions":2326,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[-98,96],"object_y_candidate":[0,0],"round_phase":131072,"stage_id":2,"stage_round_variant":0,"stage_scene_resource":3,"timer":99}],"requested_characters":["elena","ryu"],"timing":"transition output is t0; next step consumes input tick 0"},"source_episode_id":"sf3_val_external_002603_attempt0000","source_mode":"independent_uniform_random","status":"UNCOMMITTED_FORMAL_CANDIDATE","stored_input_audit":{"decisions_per_player":100,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":1200},"subjects":[{"character":"elena","handle":"P1","native_slot":0,"role":"external_player"},{"character":"ryu","handle":"P2","native_slot":1,"role":"external_player"}],"utc":"2026-09-20T08:48:05.629715+00:00","valid_segments":4}
diff --git a/SF3/dataset/npc0/val/sources/sf3_val_external_002604_attempt0000/action_protocol.json b/SF3/dataset/npc0/val/sources/sf3_val_external_002604_attempt0000/action_protocol.json
new file mode 100644
index 0000000000000000000000000000000000000000..9d42acc405e15e3119ccead42ae18332b5eecd88
--- /dev/null
+++ b/SF3/dataset/npc0/val/sources/sf3_val_external_002604_attempt0000/action_protocol.json
@@ -0,0 +1,1999 @@
+{
+  "actions": [
+    {
+      "id": 0,
+      "name": "noop",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Release all buttons for 12 game ticks."
+    },
+    {
+      "id": 1,
+      "name": "left",
+      "template": [
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-left for 12 game ticks."
+    },
+    {
+      "id": 2,
+      "name": "right",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-right for 12 game ticks."
+    },
+    {
+      "id": 3,
+      "name": "jump",
+      "template": [
+        [
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press up for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 4,
+      "name": "crouch",
+      "template": [
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold down to crouch for 12 game ticks."
+    },
+    {
+      "id": 5,
+      "name": "light_punch",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press light punch for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 6,
+      "name": "medium_punch",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press medium punch for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 7,
+      "name": "heavy_punch",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press heavy punch for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 8,
+      "name": "light_kick",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press light kick for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 9,
+      "name": "medium_kick",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press medium kick for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 10,
+      "name": "heavy_kick",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press heavy kick for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 11,
+      "name": "left_jump",
+      "template": [
+        [
+          1,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-left for 12 game ticks and press up during the first 3 game ticks."
+    },
+    {
+      "id": 12,
+      "name": "right_jump",
+      "template": [
+        [
+          1,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-right for 12 game ticks and press up during the first 3 game ticks."
+    }
+  ],
+  "block_ticks": 12,
+  "combat_buttons": [
+    "UP",
+    "DOWN",
+    "LEFT",
+    "RIGHT",
+    "A",
+    "Y",
+    "X",
+    "B",
+    "C",
+    "Z"
+  ],
+  "direction_semantics": "absolute screen LEFT/RIGHT",
+  "native_fps": 60,
+  "port_buttons_per_player": [
+    "B",
+    "A",
+    "MODE",
+    "START",
+    "UP",
+    "DOWN",
+    "LEFT",
+    "RIGHT",
+    "C",
+    "Y",
+    "X",
+    "Z"
+  ],
+  "press_ticks": 3,
+  "sampling": "independent PCG64 streams per source episode and player; uniform 1/13; repeats allowed",
+  "version": "sf3_external_12tick_v1"
+}
diff --git a/SF3/dataset/npc0/val/sources/sf3_val_external_002604_attempt0000/report.json b/SF3/dataset/npc0/val/sources/sf3_val_external_002604_attempt0000/report.json
new file mode 100644
index 0000000000000000000000000000000000000000..7655cdb30cf845f44302e2891817bf96141710d5
--- /dev/null
+++ b/SF3/dataset/npc0/val/sources/sf3_val_external_002604_attempt0000/report.json
@@ -0,0 +1 @@
+{"action_counts":{"P1":{"crouch":5,"heavy_kick":7,"heavy_punch":2,"jump":6,"left":6,"left_jump":8,"light_kick":14,"light_punch":9,"medium_kick":3,"medium_punch":14,"noop":8,"right":10,"right_jump":8},"P2":{"crouch":5,"heavy_kick":5,"heavy_punch":7,"jump":15,"left":12,"left_jump":8,"light_kick":7,"light_punch":5,"medium_kick":7,"medium_punch":4,"noop":8,"right":7,"right_jump":10}},"case_id":"sf3_val_external_002604","control_values":[[1,1]],"formal_ready":false,"frames":401,"hp_end":[146,132],"hp_start":[160,160],"input_audit":{"decisions_per_player":100,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":1200},"master_seed":20260920,"missing_formal_gates":["independent_formal_audit"],"native_input_audit":{"action_labels_describe":"issued external ports; filtered input is audit evidence","actor_tile_write_counts":[[4620,0],[5191,0]],"compared_words":[0,1,3],"engine_filtered_ticks":[24,36,120,228,264,360,456,468,576,588,636,696,1044,1080,1128,1152],"exact":true,"filter_state_mismatched_values":0,"first_post_filter_mismatch":null,"post_filter_mismatched_words":0,"pre_filter_mismatched_words":0,"primary_blend_pixels":0,"scope":"issued ports -> pre-SOCD words -> existing default filter -> consumed Cps3Input","socd_mode":[3,3],"ticks":1200},"native_transitions":1200,"npc_count":0,"player_seed_hex":["f07475b1faf7bd55c4a7f37dc7def1f0ae4852753fae211b962285814c338ea7","2374f6b19daafda15ca43974e5994bc7dd66854b4cd07034e32537aa44c6e9bf"],"python":"3.8.20 (default, Oct  2 2024, 16:34:12) \n[Clang 18.1.8 ]","seconds":51.33085628785193,"segments":[{"body_labels":{"body_pixel_min":[1755,2142],"engine_ids":[33608076,33609060],"id_encoding":"RGB=(0,0,rank), rank1=P1, rank2=P2; background=0","mask_policy":"sf3_primary_character_body_only_v1","media":{"byte_size":978460,"codec":"ffv1","decoded_rgb24_matches_source":true,"fps":20,"frames":101,"height":480,"pixel_format":"bgr0","resize":"384x224 -> crop top=1 bottom=1 left=0 right=0 -> 384x222 -> 832x481 nearest-neighbor (uniform 13/6, non-integer scale) -> crop bottom=1 -> 832x480","spatial_transform":{"integer_upscale":false,"interpolation":"nearest-neighbor","native_crop_ltrb":[0,1,0,1],"native_size_wh":[384,224],"output_crop_ltrb":[0,0,0,1],"output_size_wh":[832,480],"resize_size_wh":[832,481],"scale_xy":[2.1666666666666665,2.1666666666666665],"source_index_xy":["floor(x * 384 / 832)","1 + floor(y * 222 / 481)"]},"width":832}},"end_native_transition":300,"hp_end":[160,160],"hp_start":[160,160],"index":0,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"media":{"byte_size":8727294,"codec":"ffv1","decoded_rgb24_matches_source":true,"fps":20,"frames":101,"height":480,"pixel_format":"bgr0","resize":"384x224 -> crop top=1 bottom=1 left=0 right=0 -> 384x222 -> 832x481 nearest-neighbor (uniform 13/6, non-integer scale) -> crop bottom=1 -> 832x480","spatial_transform":{"integer_upscale":false,"interpolation":"nearest-neighbor","native_crop_ltrb":[0,1,0,1],"native_size_wh":[384,224],"output_crop_ltrb":[0,0,0,1],"output_size_wh":[832,480],"resize_size_wh":[832,481],"scale_xy":[2.1666666666666665,2.1666666666666665],"source_index_xy":["floor(x * 384 / 832)","1 + floor(y * 222 / 481)"]},"width":832},"reasons":[],"selected_for_encoding":true,"start_native_transition":0,"valid":true},{"end_native_transition":600,"hp_end":[160,144],"hp_start":[160,160],"index":1,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"reasons":[],"selected_for_encoding":false,"start_native_transition":300,"valid":true},{"end_native_transition":900,"hp_end":[153,132],"hp_start":[160,144],"index":2,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"reasons":[],"selected_for_encoding":false,"start_native_transition":600,"valid":true},{"end_native_transition":1200,"hp_end":[146,132],"hp_start":[153,132],"index":3,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"reasons":[],"selected_for_encoding":false,"start_native_transition":900,"valid":true}],"setup":{"boot":"fresh linear normal 2P boot; no RAM writes; no get_state/set_state","boundary_policy":"phase2_transition_linear_external_v1","core":{"package":"../../../../../generator/retro/stable_retro/__init__.py","path":"../../../../../generator/core/fbneo_libretro.so","stable_retro":"0.9.9"},"expected_character_ids":[8,12],"initial_completed_native_transitions":2364,"initial_state":{"actor_hp":[160,160],"actor_state_words":[[3,0,1,1],[3,0,1,1]],"characters":[8,12],"command_words_observed":[0,0],"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[404,606],"object_y_candidate":[0,0],"round_phase":131072,"stage_id":12,"stage_round_variant":0,"stage_scene_resource":2,"timer":99},"integration_files":{"data.json":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002604_attempt0000/integration/Sf3-Arcade/data.json"},"metadata.json":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002604_attempt0000/integration/Sf3-Arcade/metadata.json"},"original_rom":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002604_attempt0000/integration/Sf3-Arcade/sfiii.zip"},"rom":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002604_attempt0000/integration/Sf3-Arcade/rom.zip"},"scenario.json":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002604_attempt0000/integration/Sf3-Arcade/scenario.json"}},"phase_transitions":[{"actor_hp":[160,160],"actor_state_words":[[1,0,0,0],[1,0,0,0]],"characters":[8,12],"command_words_observed":[0,0],"completed_native_transitions":2160,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[0,0],"hp":[160,160],"object_x_candidate":[0,0],"object_y_candidate":[0,0],"round_phase":65536,"stage_id":12,"stage_round_variant":0,"stage_scene_resource":2,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[2,0,0,1],[2,0,0,1]],"characters":[8,12],"command_words_observed":[0,0],"completed_native_transitions":2184,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[410,585],"object_y_candidate":[0,16],"round_phase":65537,"stage_id":12,"stage_round_variant":0,"stage_scene_resource":2,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[2,0,0,1],[2,0,0,1]],"characters":[8,12],"command_words_observed":[0,0],"completed_native_transitions":2192,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[406,591],"object_y_candidate":[0,20],"round_phase":65538,"stage_id":12,"stage_round_variant":0,"stage_scene_resource":2,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[2,0,0,1],[2,0,0,1]],"characters":[8,12],"command_words_observed":[0,0],"completed_native_transitions":2193,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[406,591],"object_y_candidate":[0,20],"round_phase":65539,"stage_id":12,"stage_round_variant":0,"stage_scene_resource":2,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[2,0,1,1],[3,0,1,1]],"characters":[8,12],"command_words_observed":[0,0],"completed_native_transitions":2256,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[408,606],"object_y_candidate":[0,0],"round_phase":65540,"stage_id":12,"stage_round_variant":0,"stage_scene_resource":2,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[3,0,1,1],[3,0,1,1]],"characters":[8,12],"command_words_observed":[0,0],"completed_native_transitions":2364,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[404,606],"object_y_candidate":[0,0],"round_phase":131072,"stage_id":12,"stage_round_variant":0,"stage_scene_resource":2,"timer":99}],"requested_characters":["elena","sean"],"timing":"transition output is t0; next step consumes input tick 0"},"source_episode_id":"sf3_val_external_002604_attempt0000","source_mode":"independent_uniform_random","status":"UNCOMMITTED_FORMAL_CANDIDATE","stored_input_audit":{"decisions_per_player":100,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":1200},"subjects":[{"character":"elena","handle":"P1","native_slot":0,"role":"external_player"},{"character":"sean","handle":"P2","native_slot":1,"role":"external_player"}],"utc":"2026-09-20T09:31:17.235902+00:00","valid_segments":4}
diff --git a/SF3/dataset/npc0/val/sources/sf3_val_external_002605_attempt0000/action_protocol.json b/SF3/dataset/npc0/val/sources/sf3_val_external_002605_attempt0000/action_protocol.json
new file mode 100644
index 0000000000000000000000000000000000000000..9d42acc405e15e3119ccead42ae18332b5eecd88
--- /dev/null
+++ b/SF3/dataset/npc0/val/sources/sf3_val_external_002605_attempt0000/action_protocol.json
@@ -0,0 +1,1999 @@
+{
+  "actions": [
+    {
+      "id": 0,
+      "name": "noop",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Release all buttons for 12 game ticks."
+    },
+    {
+      "id": 1,
+      "name": "left",
+      "template": [
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-left for 12 game ticks."
+    },
+    {
+      "id": 2,
+      "name": "right",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-right for 12 game ticks."
+    },
+    {
+      "id": 3,
+      "name": "jump",
+      "template": [
+        [
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press up for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 4,
+      "name": "crouch",
+      "template": [
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold down to crouch for 12 game ticks."
+    },
+    {
+      "id": 5,
+      "name": "light_punch",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press light punch for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 6,
+      "name": "medium_punch",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press medium punch for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 7,
+      "name": "heavy_punch",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press heavy punch for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 8,
+      "name": "light_kick",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press light kick for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 9,
+      "name": "medium_kick",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press medium kick for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 10,
+      "name": "heavy_kick",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press heavy kick for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 11,
+      "name": "left_jump",
+      "template": [
+        [
+          1,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-left for 12 game ticks and press up during the first 3 game ticks."
+    },
+    {
+      "id": 12,
+      "name": "right_jump",
+      "template": [
+        [
+          1,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-right for 12 game ticks and press up during the first 3 game ticks."
+    }
+  ],
+  "block_ticks": 12,
+  "combat_buttons": [
+    "UP",
+    "DOWN",
+    "LEFT",
+    "RIGHT",
+    "A",
+    "Y",
+    "X",
+    "B",
+    "C",
+    "Z"
+  ],
+  "direction_semantics": "absolute screen LEFT/RIGHT",
+  "native_fps": 60,
+  "port_buttons_per_player": [
+    "B",
+    "A",
+    "MODE",
+    "START",
+    "UP",
+    "DOWN",
+    "LEFT",
+    "RIGHT",
+    "C",
+    "Y",
+    "X",
+    "Z"
+  ],
+  "press_ticks": 3,
+  "sampling": "independent PCG64 streams per source episode and player; uniform 1/13; repeats allowed",
+  "version": "sf3_external_12tick_v1"
+}
diff --git a/SF3/dataset/npc0/val/sources/sf3_val_external_002605_attempt0000/report.json b/SF3/dataset/npc0/val/sources/sf3_val_external_002605_attempt0000/report.json
new file mode 100644
index 0000000000000000000000000000000000000000..8a61855d1326259d640d48f2ce3f0f7622f6ecb7
--- /dev/null
+++ b/SF3/dataset/npc0/val/sources/sf3_val_external_002605_attempt0000/report.json
@@ -0,0 +1 @@
+{"action_counts":{"P1":{"crouch":3,"heavy_kick":10,"heavy_punch":16,"jump":8,"left":10,"left_jump":13,"light_kick":10,"light_punch":2,"medium_kick":7,"medium_punch":5,"noop":4,"right":7,"right_jump":5},"P2":{"crouch":6,"heavy_kick":3,"heavy_punch":9,"jump":6,"left":7,"left_jump":5,"light_kick":7,"light_punch":8,"medium_kick":13,"medium_punch":8,"noop":9,"right":8,"right_jump":11}},"case_id":"sf3_val_external_002605","control_values":[[1,1]],"formal_ready":false,"frames":401,"hp_end":[160,160],"hp_start":[160,160],"input_audit":{"decisions_per_player":100,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":1200},"master_seed":20260920,"missing_formal_gates":["independent_formal_audit"],"native_input_audit":{"action_labels_describe":"issued external ports; filtered input is audit evidence","actor_tile_write_counts":[[4952,0],[5835,0]],"compared_words":[0,1,3],"engine_filtered_ticks":[12,144,192,324,360,384,408,864,876,984],"exact":true,"filter_state_mismatched_values":0,"first_post_filter_mismatch":null,"post_filter_mismatched_words":0,"pre_filter_mismatched_words":0,"primary_blend_pixels":0,"scope":"issued ports -> pre-SOCD words -> existing default filter -> consumed Cps3Input","socd_mode":[3,3],"ticks":1200},"native_transitions":1200,"npc_count":0,"player_seed_hex":["9961bc4fcb155ae3ab55562ef12165ef7eb5c084382aed82b4342ce51ce0c514","2d8fee9bc874d4ad60ab29601091d1cef7d04781f0177bc3053f46202506bcba"],"python":"3.8.20 (default, Oct  2 2024, 16:34:12) \n[Clang 18.1.8 ]","seconds":51.71419574692845,"segments":[{"end_native_transition":300,"hp_end":[160,160],"hp_start":[160,160],"index":0,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"reasons":[],"selected_for_encoding":false,"start_native_transition":0,"valid":true},{"end_native_transition":600,"hp_end":[160,160],"hp_start":[160,160],"index":1,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"reasons":[],"selected_for_encoding":false,"start_native_transition":300,"valid":true},{"end_native_transition":900,"hp_end":[160,160],"hp_start":[160,160],"index":2,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"reasons":[],"selected_for_encoding":false,"start_native_transition":600,"valid":true},{"body_labels":{"body_pixel_min":[1626,2184],"engine_ids":[33608076,33609060],"id_encoding":"RGB=(0,0,rank), rank1=P1, rank2=P2; background=0","mask_policy":"sf3_primary_character_body_only_v1","media":{"byte_size":978654,"codec":"ffv1","decoded_rgb24_matches_source":true,"fps":20,"frames":101,"height":480,"pixel_format":"bgr0","resize":"384x224 -> crop top=1 bottom=1 left=0 right=0 -> 384x222 -> 832x481 nearest-neighbor (uniform 13/6, non-integer scale) -> crop bottom=1 -> 832x480","spatial_transform":{"integer_upscale":false,"interpolation":"nearest-neighbor","native_crop_ltrb":[0,1,0,1],"native_size_wh":[384,224],"output_crop_ltrb":[0,0,0,1],"output_size_wh":[832,480],"resize_size_wh":[832,481],"scale_xy":[2.1666666666666665,2.1666666666666665],"source_index_xy":["floor(x * 384 / 832)","1 + floor(y * 222 / 481)"]},"width":832}},"end_native_transition":1200,"hp_end":[160,160],"hp_start":[160,160],"index":3,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"media":{"byte_size":6479308,"codec":"ffv1","decoded_rgb24_matches_source":true,"fps":20,"frames":101,"height":480,"pixel_format":"bgr0","resize":"384x224 -> crop top=1 bottom=1 left=0 right=0 -> 384x222 -> 832x481 nearest-neighbor (uniform 13/6, non-integer scale) -> crop bottom=1 -> 832x480","spatial_transform":{"integer_upscale":false,"interpolation":"nearest-neighbor","native_crop_ltrb":[0,1,0,1],"native_size_wh":[384,224],"output_crop_ltrb":[0,0,0,1],"output_size_wh":[832,480],"resize_size_wh":[832,481],"scale_xy":[2.1666666666666665,2.1666666666666665],"source_index_xy":["floor(x * 384 / 832)","1 + floor(y * 222 / 481)"]},"width":832},"reasons":[],"selected_for_encoding":true,"start_native_transition":900,"valid":true}],"setup":{"boot":"fresh linear normal 2P boot; no RAM writes; no get_state/set_state","boundary_policy":"phase2_transition_linear_external_v1","core":{"package":"../../../../../generator/retro/stable_retro/__init__.py","path":"../../../../../generator/core/fbneo_libretro.so","stable_retro":"0.9.9"},"expected_character_ids":[8,10],"initial_completed_native_transitions":2375,"initial_state":{"actor_hp":[160,160],"actor_state_words":[[3,0,1,1],[3,0,1,1]],"characters":[8,10],"command_words_observed":[0,0],"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[416,608],"object_y_candidate":[0,0],"round_phase":131072,"stage_id":10,"stage_round_variant":0,"stage_scene_resource":18,"timer":99},"integration_files":{"data.json":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002605_attempt0000/integration/Sf3-Arcade/data.json"},"metadata.json":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002605_attempt0000/integration/Sf3-Arcade/metadata.json"},"original_rom":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002605_attempt0000/integration/Sf3-Arcade/sfiii.zip"},"rom":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002605_attempt0000/integration/Sf3-Arcade/rom.zip"},"scenario.json":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002605_attempt0000/integration/Sf3-Arcade/scenario.json"}},"phase_transitions":[{"actor_hp":[160,160],"actor_state_words":[[1,0,0,0],[1,0,0,0]],"characters":[8,10],"command_words_observed":[0,0],"completed_native_transitions":2142,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[0,0],"hp":[160,160],"object_x_candidate":[0,0],"object_y_candidate":[0,0],"round_phase":65536,"stage_id":10,"stage_round_variant":0,"stage_scene_resource":18,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[2,0,0,1],[2,0,0,1]],"characters":[8,10],"command_words_observed":[0,0],"completed_native_transitions":2166,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[410,464],"object_y_candidate":[0,216],"round_phase":65537,"stage_id":10,"stage_round_variant":0,"stage_scene_resource":18,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[2,0,0,1],[2,0,0,1]],"characters":[8,10],"command_words_observed":[0,0],"completed_native_transitions":2174,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[406,464],"object_y_candidate":[0,216],"round_phase":65538,"stage_id":10,"stage_round_variant":0,"stage_scene_resource":18,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[2,0,0,1],[2,0,0,1]],"characters":[8,10],"command_words_observed":[0,0],"completed_native_transitions":2175,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[406,464],"object_y_candidate":[0,216],"round_phase":65539,"stage_id":10,"stage_round_variant":0,"stage_scene_resource":18,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[3,0,1,1],[2,0,0,4]],"characters":[8,10],"command_words_observed":[0,0],"completed_native_transitions":2267,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[386,607],"object_y_candidate":[0,0],"round_phase":65540,"stage_id":10,"stage_round_variant":0,"stage_scene_resource":18,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[3,0,1,1],[3,0,1,1]],"characters":[8,10],"command_words_observed":[0,0],"completed_native_transitions":2375,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[416,608],"object_y_candidate":[0,0],"round_phase":131072,"stage_id":10,"stage_round_variant":0,"stage_scene_resource":18,"timer":99}],"requested_characters":["elena","yang"],"timing":"transition output is t0; next step consumes input tick 0"},"source_episode_id":"sf3_val_external_002605_attempt0000","source_mode":"independent_uniform_random","status":"UNCOMMITTED_FORMAL_CANDIDATE","stored_input_audit":{"decisions_per_player":100,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":1200},"subjects":[{"character":"elena","handle":"P1","native_slot":0,"role":"external_player"},{"character":"yang","handle":"P2","native_slot":1,"role":"external_player"}],"utc":"2026-09-20T09:30:40.814216+00:00","valid_segments":4}
diff --git a/SF3/dataset/npc0/val/sources/sf3_val_external_002607_attempt0000/action_protocol.json b/SF3/dataset/npc0/val/sources/sf3_val_external_002607_attempt0000/action_protocol.json
new file mode 100644
index 0000000000000000000000000000000000000000..9d42acc405e15e3119ccead42ae18332b5eecd88
--- /dev/null
+++ b/SF3/dataset/npc0/val/sources/sf3_val_external_002607_attempt0000/action_protocol.json
@@ -0,0 +1,1999 @@
+{
+  "actions": [
+    {
+      "id": 0,
+      "name": "noop",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Release all buttons for 12 game ticks."
+    },
+    {
+      "id": 1,
+      "name": "left",
+      "template": [
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-left for 12 game ticks."
+    },
+    {
+      "id": 2,
+      "name": "right",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-right for 12 game ticks."
+    },
+    {
+      "id": 3,
+      "name": "jump",
+      "template": [
+        [
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press up for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 4,
+      "name": "crouch",
+      "template": [
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold down to crouch for 12 game ticks."
+    },
+    {
+      "id": 5,
+      "name": "light_punch",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press light punch for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 6,
+      "name": "medium_punch",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press medium punch for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 7,
+      "name": "heavy_punch",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press heavy punch for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 8,
+      "name": "light_kick",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press light kick for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 9,
+      "name": "medium_kick",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press medium kick for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 10,
+      "name": "heavy_kick",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press heavy kick for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 11,
+      "name": "left_jump",
+      "template": [
+        [
+          1,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-left for 12 game ticks and press up during the first 3 game ticks."
+    },
+    {
+      "id": 12,
+      "name": "right_jump",
+      "template": [
+        [
+          1,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-right for 12 game ticks and press up during the first 3 game ticks."
+    }
+  ],
+  "block_ticks": 12,
+  "combat_buttons": [
+    "UP",
+    "DOWN",
+    "LEFT",
+    "RIGHT",
+    "A",
+    "Y",
+    "X",
+    "B",
+    "C",
+    "Z"
+  ],
+  "direction_semantics": "absolute screen LEFT/RIGHT",
+  "native_fps": 60,
+  "port_buttons_per_player": [
+    "B",
+    "A",
+    "MODE",
+    "START",
+    "UP",
+    "DOWN",
+    "LEFT",
+    "RIGHT",
+    "C",
+    "Y",
+    "X",
+    "Z"
+  ],
+  "press_ticks": 3,
+  "sampling": "independent PCG64 streams per source episode and player; uniform 1/13; repeats allowed",
+  "version": "sf3_external_12tick_v1"
+}
diff --git a/SF3/dataset/npc0/val/sources/sf3_val_external_002607_attempt0000/report.json b/SF3/dataset/npc0/val/sources/sf3_val_external_002607_attempt0000/report.json
new file mode 100644
index 0000000000000000000000000000000000000000..604ede61ad506f6a0e221cb55255c14340402bc0
--- /dev/null
+++ b/SF3/dataset/npc0/val/sources/sf3_val_external_002607_attempt0000/report.json
@@ -0,0 +1 @@
+{"action_counts":{"P1":{"crouch":12,"heavy_kick":12,"heavy_punch":5,"jump":9,"left":6,"left_jump":5,"light_kick":9,"light_punch":8,"medium_kick":8,"medium_punch":5,"noop":5,"right":7,"right_jump":9},"P2":{"crouch":7,"heavy_kick":3,"heavy_punch":5,"jump":6,"left":8,"left_jump":7,"light_kick":6,"light_punch":9,"medium_kick":9,"medium_punch":10,"noop":10,"right":10,"right_jump":10}},"case_id":"sf3_val_external_002607","control_values":[[1,1]],"formal_ready":false,"frames":401,"hp_end":[109,132],"hp_start":[160,160],"input_audit":{"decisions_per_player":100,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":1200},"master_seed":20260920,"missing_formal_gates":["independent_formal_audit"],"native_input_audit":{"action_labels_describe":"issued external ports; filtered input is audit evidence","actor_tile_write_counts":[[4824,0],[5989,0]],"compared_words":[0,1,3],"engine_filtered_ticks":[156,204,252,264,300,540,600,684,708,852,888,900,972,984,996,1080],"exact":true,"filter_state_mismatched_values":0,"first_post_filter_mismatch":null,"post_filter_mismatched_words":0,"pre_filter_mismatched_words":0,"primary_blend_pixels":0,"scope":"issued ports -> pre-SOCD words -> existing default filter -> consumed Cps3Input","socd_mode":[3,3],"ticks":1200},"native_transitions":1200,"npc_count":0,"player_seed_hex":["f94b2f30b954957648a2500f139eccc23a2a6e655131343e19a10f5d8a2d3b4b","c68cd3e8e48d3c44d409d3fab4556b4f18d2e32228491a4623a93bdccd4571a0"],"python":"3.8.20 (default, Oct  2 2024, 16:34:12) \n[Clang 18.1.8 ]","seconds":51.243457516655326,"segments":[{"body_labels":{"body_pixel_min":[1358,3715],"engine_ids":[33608076,33609060],"id_encoding":"RGB=(0,0,rank), rank1=P1, rank2=P2; 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no RAM writes; no get_state/set_state","boundary_policy":"phase2_transition_linear_external_v1","core":{"package":"../../../../../generator/retro/stable_retro/__init__.py","path":"../../../../../generator/core/fbneo_libretro.so","stable_retro":"0.9.9"},"expected_character_ids":[7,1],"initial_completed_native_transitions":2394,"initial_state":{"actor_hp":[160,160],"actor_state_words":[[3,0,1,1],[3,0,1,1]],"characters":[7,1],"command_words_observed":[0,0],"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[416,606],"object_y_candidate":[0,0],"round_phase":131072,"stage_id":1,"stage_round_variant":0,"stage_scene_resource":1,"timer":99},"integration_files":{"data.json":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002607_attempt0000/integration/Sf3-Arcade/data.json"},"metadata.json":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002607_attempt0000/integration/Sf3-Arcade/metadata.json"},"original_rom":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002607_attempt0000/integration/Sf3-Arcade/sfiii.zip"},"rom":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002607_attempt0000/integration/Sf3-Arcade/rom.zip"},"scenario.json":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002607_attempt0000/integration/Sf3-Arcade/scenario.json"}},"phase_transitions":[{"actor_hp":[160,160],"actor_state_words":[[1,0,0,0],[1,0,0,0]],"characters":[7,1],"command_words_observed":[0,0],"completed_native_transitions":2112,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[0,0],"hp":[160,160],"object_x_candidate":[0,0],"object_y_candidate":[0,0],"round_phase":65536,"stage_id":1,"stage_round_variant":0,"stage_scene_resource":1,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[2,0,0,1],[2,0,0,3]],"characters":[7,1],"command_words_observed":[0,0],"completed_native_transitions":2136,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[416,644],"object_y_candidate":[0,0],"round_phase":65537,"stage_id":1,"stage_round_variant":0,"stage_scene_resource":1,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[2,0,0,1],[2,0,0,3]],"characters":[7,1],"command_words_observed":[0,0],"completed_native_transitions":2144,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[416,644],"object_y_candidate":[0,0],"round_phase":65538,"stage_id":1,"stage_round_variant":0,"stage_scene_resource":1,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[2,0,0,1],[2,0,0,3]],"characters":[7,1],"command_words_observed":[0,0],"completed_native_transitions":2145,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[416,644],"object_y_candidate":[0,0],"round_phase":65539,"stage_id":1,"stage_round_variant":0,"stage_scene_resource":1,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[2,0,1,0],[3,0,1,1]],"characters":[7,1],"command_words_observed":[0,0],"completed_native_transitions":2286,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[416,606],"object_y_candidate":[0,0],"round_phase":65540,"stage_id":1,"stage_round_variant":0,"stage_scene_resource":1,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[3,0,1,1],[3,0,1,1]],"characters":[7,1],"command_words_observed":[0,0],"completed_native_transitions":2394,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[416,606],"object_y_candidate":[0,0],"round_phase":131072,"stage_id":1,"stage_round_variant":0,"stage_scene_resource":1,"timer":99}],"requested_characters":["ibuki","alex"],"timing":"transition output is t0; next step consumes input tick 0"},"source_episode_id":"sf3_val_external_002607_attempt0000","source_mode":"independent_uniform_random","status":"UNCOMMITTED_FORMAL_CANDIDATE","stored_input_audit":{"decisions_per_player":100,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":1200},"subjects":[{"character":"ibuki","handle":"P1","native_slot":0,"role":"external_player"},{"character":"alex","handle":"P2","native_slot":1,"role":"external_player"}],"utc":"2026-09-20T08:06:18.512257+00:00","valid_segments":4}
diff --git a/SF3/dataset/npc0/val/sources/sf3_val_external_002610_attempt0000/action_protocol.json b/SF3/dataset/npc0/val/sources/sf3_val_external_002610_attempt0000/action_protocol.json
new file mode 100644
index 0000000000000000000000000000000000000000..9d42acc405e15e3119ccead42ae18332b5eecd88
--- /dev/null
+++ b/SF3/dataset/npc0/val/sources/sf3_val_external_002610_attempt0000/action_protocol.json
@@ -0,0 +1,1999 @@
+{
+  "actions": [
+    {
+      "id": 0,
+      "name": "noop",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Release all buttons for 12 game ticks."
+    },
+    {
+      "id": 1,
+      "name": "left",
+      "template": [
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-left for 12 game ticks."
+    },
+    {
+      "id": 2,
+      "name": "right",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-right for 12 game ticks."
+    },
+    {
+      "id": 3,
+      "name": "jump",
+      "template": [
+        [
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press up for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 4,
+      "name": "crouch",
+      "template": [
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold down to crouch for 12 game ticks."
+    },
+    {
+      "id": 5,
+      "name": "light_punch",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press light punch for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 6,
+      "name": "medium_punch",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press medium punch for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 7,
+      "name": "heavy_punch",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press heavy punch for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 8,
+      "name": "light_kick",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press light kick for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 9,
+      "name": "medium_kick",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press medium kick for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 10,
+      "name": "heavy_kick",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press heavy kick for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 11,
+      "name": "left_jump",
+      "template": [
+        [
+          1,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-left for 12 game ticks and press up during the first 3 game ticks."
+    },
+    {
+      "id": 12,
+      "name": "right_jump",
+      "template": [
+        [
+          1,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-right for 12 game ticks and press up during the first 3 game ticks."
+    }
+  ],
+  "block_ticks": 12,
+  "combat_buttons": [
+    "UP",
+    "DOWN",
+    "LEFT",
+    "RIGHT",
+    "A",
+    "Y",
+    "X",
+    "B",
+    "C",
+    "Z"
+  ],
+  "direction_semantics": "absolute screen LEFT/RIGHT",
+  "native_fps": 60,
+  "port_buttons_per_player": [
+    "B",
+    "A",
+    "MODE",
+    "START",
+    "UP",
+    "DOWN",
+    "LEFT",
+    "RIGHT",
+    "C",
+    "Y",
+    "X",
+    "Z"
+  ],
+  "press_ticks": 3,
+  "sampling": "independent PCG64 streams per source episode and player; uniform 1/13; repeats allowed",
+  "version": "sf3_external_12tick_v1"
+}
diff --git a/SF3/dataset/npc0/val/sources/sf3_val_external_002610_attempt0000/report.json b/SF3/dataset/npc0/val/sources/sf3_val_external_002610_attempt0000/report.json
new file mode 100644
index 0000000000000000000000000000000000000000..e873d3bed01d5b741bac185d96ef51e1fd15d12e
--- /dev/null
+++ b/SF3/dataset/npc0/val/sources/sf3_val_external_002610_attempt0000/report.json
@@ -0,0 +1 @@
+{"action_counts":{"P1":{"crouch":7,"heavy_kick":9,"heavy_punch":7,"jump":10,"left":5,"left_jump":9,"light_kick":8,"light_punch":6,"medium_kick":11,"medium_punch":6,"noop":8,"right":7,"right_jump":7},"P2":{"crouch":11,"heavy_kick":6,"heavy_punch":3,"jump":7,"left":10,"left_jump":7,"light_kick":6,"light_punch":8,"medium_kick":6,"medium_punch":8,"noop":12,"right":8,"right_jump":8}},"case_id":"sf3_val_external_002610","control_values":[[1,1]],"formal_ready":false,"frames":401,"hp_end":[108,160],"hp_start":[160,160],"input_audit":{"decisions_per_player":100,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":1200},"master_seed":20260920,"missing_formal_gates":["independent_formal_audit"],"native_input_audit":{"action_labels_describe":"issued external ports; filtered input is audit evidence","actor_tile_write_counts":[[4770,0],[5460,0]],"compared_words":[0,1,3],"engine_filtered_ticks":[384,456,504,636,720,804,852,900],"exact":true,"filter_state_mismatched_values":0,"first_post_filter_mismatch":null,"post_filter_mismatched_words":0,"pre_filter_mismatched_words":0,"primary_blend_pixels":0,"scope":"issued ports -> pre-SOCD words -> existing default filter -> consumed Cps3Input","socd_mode":[3,3],"ticks":1200},"native_transitions":1200,"npc_count":0,"player_seed_hex":["e831e4a175d8dab91dac1e87f096724fa8e09fbcf469494b17d8c20754b3603d","88ed46a4726612b9c0ab8b5fd641cfc8ccdac557c936f2222f5c3e92ac7f09ab"],"python":"3.8.20 (default, Oct  2 2024, 16:34:12) \n[Clang 18.1.8 ]","seconds":48.937013452872634,"segments":[{"end_native_transition":300,"hp_end":[160,160],"hp_start":[160,160],"index":0,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"reasons":[],"selected_for_encoding":false,"start_native_transition":0,"valid":true},{"body_labels":{"body_pixel_min":[1776,2140],"engine_ids":[33608076,33609060],"id_encoding":"RGB=(0,0,rank), rank1=P1, rank2=P2; background=0","mask_policy":"sf3_primary_character_body_only_v1","media":{"byte_size":979776,"codec":"ffv1","decoded_rgb24_matches_source":true,"fps":20,"frames":101,"height":480,"pixel_format":"bgr0","resize":"384x224 -> crop top=1 bottom=1 left=0 right=0 -> 384x222 -> 832x481 nearest-neighbor (uniform 13/6, non-integer scale) -> crop bottom=1 -> 832x480","spatial_transform":{"integer_upscale":false,"interpolation":"nearest-neighbor","native_crop_ltrb":[0,1,0,1],"native_size_wh":[384,224],"output_crop_ltrb":[0,0,0,1],"output_size_wh":[832,480],"resize_size_wh":[832,481],"scale_xy":[2.1666666666666665,2.1666666666666665],"source_index_xy":["floor(x * 384 / 832)","1 + floor(y * 222 / 481)"]},"width":832}},"end_native_transition":600,"hp_end":[134,160],"hp_start":[160,160],"index":1,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"media":{"byte_size":7140890,"codec":"ffv1","decoded_rgb24_matches_source":true,"fps":20,"frames":101,"height":480,"pixel_format":"bgr0","resize":"384x224 -> crop top=1 bottom=1 left=0 right=0 -> 384x222 -> 832x481 nearest-neighbor (uniform 13/6, non-integer scale) -> crop bottom=1 -> 832x480","spatial_transform":{"integer_upscale":false,"interpolation":"nearest-neighbor","native_crop_ltrb":[0,1,0,1],"native_size_wh":[384,224],"output_crop_ltrb":[0,0,0,1],"output_size_wh":[832,480],"resize_size_wh":[832,481],"scale_xy":[2.1666666666666665,2.1666666666666665],"source_index_xy":["floor(x * 384 / 832)","1 + floor(y * 222 / 481)"]},"width":832},"reasons":[],"selected_for_encoding":true,"start_native_transition":300,"valid":true},{"end_native_transition":900,"hp_end":[108,160],"hp_start":[134,160],"index":2,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"reasons":[],"selected_for_encoding":false,"start_native_transition":600,"valid":true},{"end_native_transition":1200,"hp_end":[108,160],"hp_start":[108,160],"index":3,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"reasons":[],"selected_for_encoding":false,"start_native_transition":900,"valid":true}],"setup":{"boot":"fresh linear normal 2P boot; no RAM writes; no get_state/set_state","boundary_policy":"phase2_transition_linear_external_v1","core":{"package":"../../../../../generator/retro/stable_retro/__init__.py","path":"../../../../../generator/core/fbneo_libretro.so","stable_retro":"0.9.9"},"expected_character_ids":[7,11],"initial_completed_native_transitions":2296,"initial_state":{"actor_hp":[160,160],"actor_state_words":[[3,0,1,1],[3,0,1,1]],"characters":[7,11],"command_words_observed":[0,0],"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[-96,97],"object_y_candidate":[0,0],"round_phase":131072,"stage_id":11,"stage_round_variant":0,"stage_scene_resource":4,"timer":99},"integration_files":{"data.json":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002610_attempt0000/integration/Sf3-Arcade/data.json"},"metadata.json":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002610_attempt0000/integration/Sf3-Arcade/metadata.json"},"original_rom":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002610_attempt0000/integration/Sf3-Arcade/sfiii.zip"},"rom":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002610_attempt0000/integration/Sf3-Arcade/rom.zip"},"scenario.json":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002610_attempt0000/integration/Sf3-Arcade/scenario.json"}},"phase_transitions":[{"actor_hp":[160,160],"actor_state_words":[[1,0,0,0],[1,0,0,0]],"characters":[7,11],"command_words_observed":[0,0],"completed_native_transitions":2064,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[0,0],"hp":[160,160],"object_x_candidate":[0,0],"object_y_candidate":[0,0],"round_phase":65536,"stage_id":11,"stage_round_variant":0,"stage_scene_resource":4,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[2,0,0,1],[2,0,0,3]],"characters":[7,11],"command_words_observed":[0,0],"completed_native_transitions":2088,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[-96,100],"object_y_candidate":[0,0],"round_phase":65537,"stage_id":11,"stage_round_variant":0,"stage_scene_resource":4,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[2,0,0,1],[2,0,0,3]],"characters":[7,11],"command_words_observed":[0,0],"completed_native_transitions":2096,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[-96,100],"object_y_candidate":[0,0],"round_phase":65538,"stage_id":11,"stage_round_variant":0,"stage_scene_resource":4,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[2,0,0,1],[2,0,0,3]],"characters":[7,11],"command_words_observed":[0,0],"completed_native_transitions":2097,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[-96,100],"object_y_candidate":[0,0],"round_phase":65539,"stage_id":11,"stage_round_variant":0,"stage_scene_resource":4,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[3,0,1,1],[2,0,1,0]],"characters":[7,11],"command_words_observed":[0,0],"completed_native_transitions":2188,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[-96,97],"object_y_candidate":[0,0],"round_phase":65540,"stage_id":11,"stage_round_variant":0,"stage_scene_resource":4,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[3,0,1,1],[3,0,1,1]],"characters":[7,11],"command_words_observed":[0,0],"completed_native_transitions":2296,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[-96,97],"object_y_candidate":[0,0],"round_phase":131072,"stage_id":11,"stage_round_variant":0,"stage_scene_resource":4,"timer":99}],"requested_characters":["ibuki","ken"],"timing":"transition output is t0; next step consumes input tick 0"},"source_episode_id":"sf3_val_external_002610_attempt0000","source_mode":"independent_uniform_random","status":"UNCOMMITTED_FORMAL_CANDIDATE","stored_input_audit":{"decisions_per_player":100,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":1200},"subjects":[{"character":"ibuki","handle":"P1","native_slot":0,"role":"external_player"},{"character":"ken","handle":"P2","native_slot":1,"role":"external_player"}],"utc":"2026-09-20T08:03:10.712435+00:00","valid_segments":4}
diff --git a/SF3/dataset/npc0/val/sources/sf3_val_external_002611_attempt0000/action_protocol.json b/SF3/dataset/npc0/val/sources/sf3_val_external_002611_attempt0000/action_protocol.json
new file mode 100644
index 0000000000000000000000000000000000000000..9d42acc405e15e3119ccead42ae18332b5eecd88
--- /dev/null
+++ b/SF3/dataset/npc0/val/sources/sf3_val_external_002611_attempt0000/action_protocol.json
@@ -0,0 +1,1999 @@
+{
+  "actions": [
+    {
+      "id": 0,
+      "name": "noop",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Release all buttons for 12 game ticks."
+    },
+    {
+      "id": 1,
+      "name": "left",
+      "template": [
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-left for 12 game ticks."
+    },
+    {
+      "id": 2,
+      "name": "right",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-right for 12 game ticks."
+    },
+    {
+      "id": 3,
+      "name": "jump",
+      "template": [
+        [
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press up for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 4,
+      "name": "crouch",
+      "template": [
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold down to crouch for 12 game ticks."
+    },
+    {
+      "id": 5,
+      "name": "light_punch",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press light punch for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 6,
+      "name": "medium_punch",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press medium punch for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 7,
+      "name": "heavy_punch",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press heavy punch for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 8,
+      "name": "light_kick",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press light kick for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 9,
+      "name": "medium_kick",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press medium kick for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 10,
+      "name": "heavy_kick",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press heavy kick for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 11,
+      "name": "left_jump",
+      "template": [
+        [
+          1,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-left for 12 game ticks and press up during the first 3 game ticks."
+    },
+    {
+      "id": 12,
+      "name": "right_jump",
+      "template": [
+        [
+          1,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-right for 12 game ticks and press up during the first 3 game ticks."
+    }
+  ],
+  "block_ticks": 12,
+  "combat_buttons": [
+    "UP",
+    "DOWN",
+    "LEFT",
+    "RIGHT",
+    "A",
+    "Y",
+    "X",
+    "B",
+    "C",
+    "Z"
+  ],
+  "direction_semantics": "absolute screen LEFT/RIGHT",
+  "native_fps": 60,
+  "port_buttons_per_player": [
+    "B",
+    "A",
+    "MODE",
+    "START",
+    "UP",
+    "DOWN",
+    "LEFT",
+    "RIGHT",
+    "C",
+    "Y",
+    "X",
+    "Z"
+  ],
+  "press_ticks": 3,
+  "sampling": "independent PCG64 streams per source episode and player; uniform 1/13; repeats allowed",
+  "version": "sf3_external_12tick_v1"
+}
diff --git a/SF3/dataset/npc0/val/sources/sf3_val_external_002611_attempt0000/report.json b/SF3/dataset/npc0/val/sources/sf3_val_external_002611_attempt0000/report.json
new file mode 100644
index 0000000000000000000000000000000000000000..29820fa1c865089e269c0452ff40066728f7f727
--- /dev/null
+++ b/SF3/dataset/npc0/val/sources/sf3_val_external_002611_attempt0000/report.json
@@ -0,0 +1 @@
+{"action_counts":{"P1":{"crouch":5,"heavy_kick":9,"heavy_punch":7,"jump":11,"left":8,"left_jump":8,"light_kick":6,"light_punch":3,"medium_kick":10,"medium_punch":7,"noop":9,"right":5,"right_jump":12},"P2":{"crouch":10,"heavy_kick":8,"heavy_punch":6,"jump":7,"left":9,"left_jump":6,"light_kick":8,"light_punch":5,"medium_kick":10,"medium_punch":12,"noop":9,"right":5,"right_jump":5}},"case_id":"sf3_val_external_002611","control_values":[[1,1]],"formal_ready":false,"frames":401,"hp_end":[83,98],"hp_start":[160,160],"input_audit":{"decisions_per_player":100,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":1200},"master_seed":20260920,"missing_formal_gates":["independent_formal_audit"],"native_input_audit":{"action_labels_describe":"issued external ports; filtered input is audit evidence","actor_tile_write_counts":[[4452,0],[4665,0]],"compared_words":[0,1,3],"engine_filtered_ticks":[48,168,240,384,408,432,492,504,612,900,1056,1068,1080],"exact":true,"filter_state_mismatched_values":0,"first_post_filter_mismatch":null,"post_filter_mismatched_words":0,"pre_filter_mismatched_words":0,"primary_blend_pixels":0,"scope":"issued ports -> pre-SOCD words -> existing default filter -> consumed Cps3Input","socd_mode":[3,3],"ticks":1200},"native_transitions":1200,"npc_count":0,"player_seed_hex":["948cd49e527816a396b2cfec69a4fdbfad7eda6756fd0472710c2f6e9640e3bf","a5cb6cf9990eb7a8b9927b01fa08be802bc508097c46f9cd9fe51f80c50b7182"],"python":"3.8.20 (default, Oct  2 2024, 16:34:12) \n[Clang 18.1.8 ]","seconds":49.39495963975787,"segments":[{"body_labels":{"body_pixel_min":[1881,1974],"engine_ids":[33608076,33609060],"id_encoding":"RGB=(0,0,rank), rank1=P1, rank2=P2; background=0","mask_policy":"sf3_primary_character_body_only_v1","media":{"byte_size":982312,"codec":"ffv1","decoded_rgb24_matches_source":true,"fps":20,"frames":101,"height":480,"pixel_format":"bgr0","resize":"384x224 -> crop top=1 bottom=1 left=0 right=0 -> 384x222 -> 832x481 nearest-neighbor (uniform 13/6, non-integer scale) -> crop bottom=1 -> 832x480","spatial_transform":{"integer_upscale":false,"interpolation":"nearest-neighbor","native_crop_ltrb":[0,1,0,1],"native_size_wh":[384,224],"output_crop_ltrb":[0,0,0,1],"output_size_wh":[832,480],"resize_size_wh":[832,481],"scale_xy":[2.1666666666666665,2.1666666666666665],"source_index_xy":["floor(x * 384 / 832)","1 + floor(y * 222 / 481)"]},"width":832}},"end_native_transition":300,"hp_end":[148,126],"hp_start":[160,160],"index":0,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"media":{"byte_size":7368372,"codec":"ffv1","decoded_rgb24_matches_source":true,"fps":20,"frames":101,"height":480,"pixel_format":"bgr0","resize":"384x224 -> crop top=1 bottom=1 left=0 right=0 -> 384x222 -> 832x481 nearest-neighbor (uniform 13/6, non-integer scale) -> crop bottom=1 -> 832x480","spatial_transform":{"integer_upscale":false,"interpolation":"nearest-neighbor","native_crop_ltrb":[0,1,0,1],"native_size_wh":[384,224],"output_crop_ltrb":[0,0,0,1],"output_size_wh":[832,480],"resize_size_wh":[832,481],"scale_xy":[2.1666666666666665,2.1666666666666665],"source_index_xy":["floor(x * 384 / 832)","1 + floor(y * 222 / 481)"]},"width":832},"reasons":[],"selected_for_encoding":true,"start_native_transition":0,"valid":true},{"end_native_transition":600,"hp_end":[144,111],"hp_start":[148,126],"index":1,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"reasons":[],"selected_for_encoding":false,"start_native_transition":300,"valid":true},{"end_native_transition":900,"hp_end":[86,98],"hp_start":[144,111],"index":2,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"reasons":[],"selected_for_encoding":false,"start_native_transition":600,"valid":true},{"end_native_transition":1200,"hp_end":[83,98],"hp_start":[86,98],"index":3,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"reasons":[],"selected_for_encoding":false,"start_native_transition":900,"valid":true}],"setup":{"boot":"fresh linear normal 2P boot; no RAM writes; no get_state/set_state","boundary_policy":"phase2_transition_linear_external_v1","core":{"package":"../../../../../generator/retro/stable_retro/__init__.py","path":"../../../../../generator/core/fbneo_libretro.so","stable_retro":"0.9.9"},"expected_character_ids":[7,5],"initial_completed_native_transitions":2430,"initial_state":{"actor_hp":[160,160],"actor_state_words":[[3,0,1,1],[3,0,1,1]],"characters":[7,5],"command_words_observed":[0,0],"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[416,607],"object_y_candidate":[0,0],"round_phase":131072,"stage_id":5,"stage_round_variant":0,"stage_scene_resource":9,"timer":99},"integration_files":{"data.json":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002611_attempt0000/integration/Sf3-Arcade/data.json"},"metadata.json":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002611_attempt0000/integration/Sf3-Arcade/metadata.json"},"original_rom":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002611_attempt0000/integration/Sf3-Arcade/sfiii.zip"},"rom":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002611_attempt0000/integration/Sf3-Arcade/rom.zip"},"scenario.json":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002611_attempt0000/integration/Sf3-Arcade/scenario.json"}},"phase_transitions":[{"actor_hp":[160,160],"actor_state_words":[[1,0,0,0],[1,0,0,0]],"characters":[7,5],"command_words_observed":[0,0],"completed_native_transitions":2148,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[0,0],"hp":[160,160],"object_x_candidate":[0,0],"object_y_candidate":[0,0],"round_phase":65536,"stage_id":5,"stage_round_variant":0,"stage_scene_resource":9,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[2,0,0,1],[2,0,0,3]],"characters":[7,5],"command_words_observed":[0,0],"completed_native_transitions":2172,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[416,622],"object_y_candidate":[0,0],"round_phase":65537,"stage_id":5,"stage_round_variant":0,"stage_scene_resource":9,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[2,0,0,1],[2,0,0,3]],"characters":[7,5],"command_words_observed":[0,0],"completed_native_transitions":2180,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[416,622],"object_y_candidate":[0,0],"round_phase":65538,"stage_id":5,"stage_round_variant":0,"stage_scene_resource":9,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[2,0,0,1],[2,0,0,3]],"characters":[7,5],"command_words_observed":[0,0],"completed_native_transitions":2181,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[416,622],"object_y_candidate":[0,0],"round_phase":65539,"stage_id":5,"stage_round_variant":0,"stage_scene_resource":9,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[2,0,1,0],[3,0,1,1]],"characters":[7,5],"command_words_observed":[0,0],"completed_native_transitions":2322,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[416,607],"object_y_candidate":[0,0],"round_phase":65540,"stage_id":5,"stage_round_variant":0,"stage_scene_resource":9,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[3,0,1,1],[3,0,1,1]],"characters":[7,5],"command_words_observed":[0,0],"completed_native_transitions":2430,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[416,607],"object_y_candidate":[0,0],"round_phase":131072,"stage_id":5,"stage_round_variant":0,"stage_scene_resource":9,"timer":99}],"requested_characters":["ibuki","necro"],"timing":"transition output is t0; next step consumes input tick 0"},"source_episode_id":"sf3_val_external_002611_attempt0000","source_mode":"independent_uniform_random","status":"UNCOMMITTED_FORMAL_CANDIDATE","stored_input_audit":{"decisions_per_player":100,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":1200},"subjects":[{"character":"ibuki","handle":"P1","native_slot":0,"role":"external_player"},{"character":"necro","handle":"P2","native_slot":1,"role":"external_player"}],"utc":"2026-09-20T08:41:29.131720+00:00","valid_segments":4}
diff --git a/SF3/dataset/npc0/val/sources/sf3_val_external_002613_attempt0000/action_protocol.json b/SF3/dataset/npc0/val/sources/sf3_val_external_002613_attempt0000/action_protocol.json
new file mode 100644
index 0000000000000000000000000000000000000000..9d42acc405e15e3119ccead42ae18332b5eecd88
--- /dev/null
+++ b/SF3/dataset/npc0/val/sources/sf3_val_external_002613_attempt0000/action_protocol.json
@@ -0,0 +1,1999 @@
+{
+  "actions": [
+    {
+      "id": 0,
+      "name": "noop",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Release all buttons for 12 game ticks."
+    },
+    {
+      "id": 1,
+      "name": "left",
+      "template": [
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-left for 12 game ticks."
+    },
+    {
+      "id": 2,
+      "name": "right",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-right for 12 game ticks."
+    },
+    {
+      "id": 3,
+      "name": "jump",
+      "template": [
+        [
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press up for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 4,
+      "name": "crouch",
+      "template": [
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold down to crouch for 12 game ticks."
+    },
+    {
+      "id": 5,
+      "name": "light_punch",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
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+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press light punch for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 6,
+      "name": "medium_punch",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press medium punch for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 7,
+      "name": "heavy_punch",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press heavy punch for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 8,
+      "name": "light_kick",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press light kick for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 9,
+      "name": "medium_kick",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press medium kick for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 10,
+      "name": "heavy_kick",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press heavy kick for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 11,
+      "name": "left_jump",
+      "template": [
+        [
+          1,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-left for 12 game ticks and press up during the first 3 game ticks."
+    },
+    {
+      "id": 12,
+      "name": "right_jump",
+      "template": [
+        [
+          1,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-right for 12 game ticks and press up during the first 3 game ticks."
+    }
+  ],
+  "block_ticks": 12,
+  "combat_buttons": [
+    "UP",
+    "DOWN",
+    "LEFT",
+    "RIGHT",
+    "A",
+    "Y",
+    "X",
+    "B",
+    "C",
+    "Z"
+  ],
+  "direction_semantics": "absolute screen LEFT/RIGHT",
+  "native_fps": 60,
+  "port_buttons_per_player": [
+    "B",
+    "A",
+    "MODE",
+    "START",
+    "UP",
+    "DOWN",
+    "LEFT",
+    "RIGHT",
+    "C",
+    "Y",
+    "X",
+    "Z"
+  ],
+  "press_ticks": 3,
+  "sampling": "independent PCG64 streams per source episode and player; uniform 1/13; repeats allowed",
+  "version": "sf3_external_12tick_v1"
+}
diff --git a/SF3/dataset/npc0/val/sources/sf3_val_external_002613_attempt0000/report.json b/SF3/dataset/npc0/val/sources/sf3_val_external_002613_attempt0000/report.json
new file mode 100644
index 0000000000000000000000000000000000000000..bc895e251fbc39cc7cb014d7303c9f47516b752f
--- /dev/null
+++ b/SF3/dataset/npc0/val/sources/sf3_val_external_002613_attempt0000/report.json
@@ -0,0 +1 @@
+{"action_counts":{"P1":{"crouch":6,"heavy_kick":9,"heavy_punch":9,"jump":12,"left":9,"left_jump":7,"light_kick":8,"light_punch":8,"medium_kick":8,"medium_punch":5,"noop":4,"right":6,"right_jump":9},"P2":{"crouch":8,"heavy_kick":12,"heavy_punch":9,"jump":5,"left":9,"left_jump":9,"light_kick":4,"light_punch":13,"medium_kick":8,"medium_punch":3,"noop":5,"right":9,"right_jump":6}},"case_id":"sf3_val_external_002613","control_values":[[1,1]],"formal_ready":false,"frames":401,"hp_end":[45,129],"hp_start":[160,160],"input_audit":{"decisions_per_player":100,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":1200},"master_seed":20260920,"missing_formal_gates":["independent_formal_audit"],"native_input_audit":{"action_labels_describe":"issued external ports; filtered input is audit evidence","actor_tile_write_counts":[[4530,0],[5193,0]],"compared_words":[0,1,3],"engine_filtered_ticks":[12,108,180,324,432,444,600,708,756,816,828,852,876,1008,1116],"exact":true,"filter_state_mismatched_values":0,"first_post_filter_mismatch":null,"post_filter_mismatched_words":0,"pre_filter_mismatched_words":0,"primary_blend_pixels":0,"scope":"issued ports -> pre-SOCD words -> existing default filter -> consumed Cps3Input","socd_mode":[3,3],"ticks":1200},"native_transitions":1200,"npc_count":0,"player_seed_hex":["c671db9ba9f5f03f0457df238e1a23f6541af4af623fdc4b9b236e347cdc6dc5","6785a610adb248d0e2e8510f973750f461350b05360b6125330fe74efcaf22d6"],"python":"3.8.20 (default, Oct  2 2024, 16:34:12) \n[Clang 18.1.8 ]","seconds":52.09521737135947,"segments":[{"end_native_transition":300,"hp_end":[117,142],"hp_start":[160,160],"index":0,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"reasons":[],"selected_for_encoding":false,"start_native_transition":0,"valid":true},{"end_native_transition":600,"hp_end":[88,129],"hp_start":[117,142],"index":1,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"reasons":[],"selected_for_encoding":false,"start_native_transition":300,"valid":true},{"body_labels":{"body_pixel_min":[1635,2009],"engine_ids":[33608076,33609060],"id_encoding":"RGB=(0,0,rank), rank1=P1, rank2=P2; background=0","mask_policy":"sf3_primary_character_body_only_v1","media":{"byte_size":978604,"codec":"ffv1","decoded_rgb24_matches_source":true,"fps":20,"frames":101,"height":480,"pixel_format":"bgr0","resize":"384x224 -> crop top=1 bottom=1 left=0 right=0 -> 384x222 -> 832x481 nearest-neighbor (uniform 13/6, non-integer scale) -> crop bottom=1 -> 832x480","spatial_transform":{"integer_upscale":false,"interpolation":"nearest-neighbor","native_crop_ltrb":[0,1,0,1],"native_size_wh":[384,224],"output_crop_ltrb":[0,0,0,1],"output_size_wh":[832,480],"resize_size_wh":[832,481],"scale_xy":[2.1666666666666665,2.1666666666666665],"source_index_xy":["floor(x * 384 / 832)","1 + floor(y * 222 / 481)"]},"width":832}},"end_native_transition":900,"hp_end":[88,129],"hp_start":[88,129],"index":2,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"media":{"byte_size":8297440,"codec":"ffv1","decoded_rgb24_matches_source":true,"fps":20,"frames":101,"height":480,"pixel_format":"bgr0","resize":"384x224 -> crop top=1 bottom=1 left=0 right=0 -> 384x222 -> 832x481 nearest-neighbor (uniform 13/6, non-integer scale) -> crop bottom=1 -> 832x480","spatial_transform":{"integer_upscale":false,"interpolation":"nearest-neighbor","native_crop_ltrb":[0,1,0,1],"native_size_wh":[384,224],"output_crop_ltrb":[0,0,0,1],"output_size_wh":[832,480],"resize_size_wh":[832,481],"scale_xy":[2.1666666666666665,2.1666666666666665],"source_index_xy":["floor(x * 384 / 832)","1 + floor(y * 222 / 481)"]},"width":832},"reasons":[],"selected_for_encoding":true,"start_native_transition":600,"valid":true},{"end_native_transition":1200,"hp_end":[45,129],"hp_start":[88,129],"index":3,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"reasons":[],"selected_for_encoding":false,"start_native_transition":900,"valid":true}],"setup":{"boot":"fresh linear normal 2P boot; no RAM writes; no get_state/set_state","boundary_policy":"phase2_transition_linear_external_v1","core":{"package":"../../../../../generator/retro/stable_retro/__init__.py","path":"../../../../../generator/core/fbneo_libretro.so","stable_retro":"0.9.9"},"expected_character_ids":[7,12],"initial_completed_native_transitions":2334,"initial_state":{"actor_hp":[160,160],"actor_state_words":[[3,0,1,1],[3,0,1,1]],"characters":[7,12],"command_words_observed":[0,0],"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[416,606],"object_y_candidate":[0,0],"round_phase":131072,"stage_id":12,"stage_round_variant":0,"stage_scene_resource":2,"timer":99},"integration_files":{"data.json":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002613_attempt0000/integration/Sf3-Arcade/data.json"},"metadata.json":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002613_attempt0000/integration/Sf3-Arcade/metadata.json"},"original_rom":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002613_attempt0000/integration/Sf3-Arcade/sfiii.zip"},"rom":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002613_attempt0000/integration/Sf3-Arcade/rom.zip"},"scenario.json":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002613_attempt0000/integration/Sf3-Arcade/scenario.json"}},"phase_transitions":[{"actor_hp":[160,160],"actor_state_words":[[1,0,0,0],[1,0,0,0]],"characters":[7,12],"command_words_observed":[0,0],"completed_native_transitions":2130,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[0,0],"hp":[160,160],"object_x_candidate":[0,0],"object_y_candidate":[0,0],"round_phase":65536,"stage_id":12,"stage_round_variant":0,"stage_scene_resource":2,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[2,0,0,1],[2,0,0,1]],"characters":[7,12],"command_words_observed":[0,0],"completed_native_transitions":2154,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[416,585],"object_y_candidate":[0,16],"round_phase":65537,"stage_id":12,"stage_round_variant":0,"stage_scene_resource":2,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[2,0,0,1],[2,0,0,1]],"characters":[7,12],"command_words_observed":[0,0],"completed_native_transitions":2162,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[416,591],"object_y_candidate":[0,20],"round_phase":65538,"stage_id":12,"stage_round_variant":0,"stage_scene_resource":2,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[2,0,0,1],[2,0,0,1]],"characters":[7,12],"command_words_observed":[0,0],"completed_native_transitions":2163,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[416,591],"object_y_candidate":[0,20],"round_phase":65539,"stage_id":12,"stage_round_variant":0,"stage_scene_resource":2,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[2,0,1,1],[3,0,1,1]],"characters":[7,12],"command_words_observed":[0,0],"completed_native_transitions":2226,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[416,606],"object_y_candidate":[0,0],"round_phase":65540,"stage_id":12,"stage_round_variant":0,"stage_scene_resource":2,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[3,0,1,1],[3,0,1,1]],"characters":[7,12],"command_words_observed":[0,0],"completed_native_transitions":2334,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[416,606],"object_y_candidate":[0,0],"round_phase":131072,"stage_id":12,"stage_round_variant":0,"stage_scene_resource":2,"timer":99}],"requested_characters":["ibuki","sean"],"timing":"transition output is t0; next step consumes input tick 0"},"source_episode_id":"sf3_val_external_002613_attempt0000","source_mode":"independent_uniform_random","status":"UNCOMMITTED_FORMAL_CANDIDATE","stored_input_audit":{"decisions_per_player":100,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":1200},"subjects":[{"character":"ibuki","handle":"P1","native_slot":0,"role":"external_player"},{"character":"sean","handle":"P2","native_slot":1,"role":"external_player"}],"utc":"2026-09-20T09:12:12.179687+00:00","valid_segments":4}
diff --git a/SF3/dataset/npc0/val/sources/sf3_val_external_002614_attempt0000/action_protocol.json b/SF3/dataset/npc0/val/sources/sf3_val_external_002614_attempt0000/action_protocol.json
new file mode 100644
index 0000000000000000000000000000000000000000..9d42acc405e15e3119ccead42ae18332b5eecd88
--- /dev/null
+++ b/SF3/dataset/npc0/val/sources/sf3_val_external_002614_attempt0000/action_protocol.json
@@ -0,0 +1,1999 @@
+{
+  "actions": [
+    {
+      "id": 0,
+      "name": "noop",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Release all buttons for 12 game ticks."
+    },
+    {
+      "id": 1,
+      "name": "left",
+      "template": [
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-left for 12 game ticks."
+    },
+    {
+      "id": 2,
+      "name": "right",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-right for 12 game ticks."
+    },
+    {
+      "id": 3,
+      "name": "jump",
+      "template": [
+        [
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press up for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 4,
+      "name": "crouch",
+      "template": [
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold down to crouch for 12 game ticks."
+    },
+    {
+      "id": 5,
+      "name": "light_punch",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press light punch for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 6,
+      "name": "medium_punch",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press medium punch for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 7,
+      "name": "heavy_punch",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press heavy punch for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 8,
+      "name": "light_kick",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press light kick for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 9,
+      "name": "medium_kick",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press medium kick for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 10,
+      "name": "heavy_kick",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press heavy kick for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 11,
+      "name": "left_jump",
+      "template": [
+        [
+          1,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-left for 12 game ticks and press up during the first 3 game ticks."
+    },
+    {
+      "id": 12,
+      "name": "right_jump",
+      "template": [
+        [
+          1,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-right for 12 game ticks and press up during the first 3 game ticks."
+    }
+  ],
+  "block_ticks": 12,
+  "combat_buttons": [
+    "UP",
+    "DOWN",
+    "LEFT",
+    "RIGHT",
+    "A",
+    "Y",
+    "X",
+    "B",
+    "C",
+    "Z"
+  ],
+  "direction_semantics": "absolute screen LEFT/RIGHT",
+  "native_fps": 60,
+  "port_buttons_per_player": [
+    "B",
+    "A",
+    "MODE",
+    "START",
+    "UP",
+    "DOWN",
+    "LEFT",
+    "RIGHT",
+    "C",
+    "Y",
+    "X",
+    "Z"
+  ],
+  "press_ticks": 3,
+  "sampling": "independent PCG64 streams per source episode and player; uniform 1/13; repeats allowed",
+  "version": "sf3_external_12tick_v1"
+}
diff --git a/SF3/dataset/npc0/val/sources/sf3_val_external_002614_attempt0000/report.json b/SF3/dataset/npc0/val/sources/sf3_val_external_002614_attempt0000/report.json
new file mode 100644
index 0000000000000000000000000000000000000000..7bcfa5c1b5761c9ba3c434ff33140643380ac08b
--- /dev/null
+++ b/SF3/dataset/npc0/val/sources/sf3_val_external_002614_attempt0000/report.json
@@ -0,0 +1 @@
+{"action_counts":{"P1":{"crouch":6,"heavy_kick":8,"heavy_punch":10,"jump":9,"left":5,"left_jump":8,"light_kick":6,"light_punch":5,"medium_kick":7,"medium_punch":9,"noop":6,"right":11,"right_jump":10},"P2":{"crouch":9,"heavy_kick":5,"heavy_punch":7,"jump":7,"left":8,"left_jump":8,"light_kick":11,"light_punch":8,"medium_kick":6,"medium_punch":6,"noop":8,"right":5,"right_jump":12}},"case_id":"sf3_val_external_002614","control_values":[[1,1]],"formal_ready":false,"frames":401,"hp_end":[128,101],"hp_start":[160,160],"input_audit":{"decisions_per_player":100,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":1200},"master_seed":20260920,"missing_formal_gates":["independent_formal_audit"],"native_input_audit":{"action_labels_describe":"issued external ports; filtered input is audit evidence","actor_tile_write_counts":[[4198,0],[5444,0]],"compared_words":[0,1,3],"engine_filtered_ticks":[72,132,348,408,420,624,672,780,876,900,996,1044],"exact":true,"filter_state_mismatched_values":0,"first_post_filter_mismatch":null,"post_filter_mismatched_words":0,"pre_filter_mismatched_words":0,"primary_blend_pixels":0,"scope":"issued ports -> pre-SOCD words -> existing default filter -> consumed Cps3Input","socd_mode":[3,3],"ticks":1200},"native_transitions":1200,"npc_count":0,"player_seed_hex":["b7ce29165fb31c3d4f2a5ab3da90daa0d3b2923644861e9fb4854cc9a4361071","19382b43133a9c4be33bb9f82ac3ab039bc8906838252747f8ad2e6b8a754191"],"python":"3.8.20 (default, Oct  2 2024, 16:34:12) \n[Clang 18.1.8 ]","seconds":48.62026064097881,"segments":[{"end_native_transition":300,"hp_end":[152,136],"hp_start":[160,160],"index":0,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"reasons":[],"selected_for_encoding":false,"start_native_transition":0,"valid":true},{"body_labels":{"body_pixel_min":[1998,1720],"engine_ids":[33608076,33609060],"id_encoding":"RGB=(0,0,rank), rank1=P1, rank2=P2; 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no RAM writes; no get_state/set_state","boundary_policy":"phase2_transition_linear_external_v1","core":{"package":"../../../../../generator/retro/stable_retro/__init__.py","path":"../../../../../generator/core/fbneo_libretro.so","stable_retro":"0.9.9"},"expected_character_ids":[7,10],"initial_completed_native_transitions":2309,"initial_state":{"actor_hp":[160,160],"actor_state_words":[[3,0,1,1],[3,0,1,1]],"characters":[7,10],"command_words_observed":[0,0],"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[416,608],"object_y_candidate":[0,0],"round_phase":131072,"stage_id":10,"stage_round_variant":0,"stage_scene_resource":18,"timer":99},"integration_files":{"data.json":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002614_attempt0000/integration/Sf3-Arcade/data.json"},"metadata.json":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002614_attempt0000/integration/Sf3-Arcade/metadata.json"},"original_rom":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002614_attempt0000/integration/Sf3-Arcade/sfiii.zip"},"rom":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002614_attempt0000/integration/Sf3-Arcade/rom.zip"},"scenario.json":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002614_attempt0000/integration/Sf3-Arcade/scenario.json"}},"phase_transitions":[{"actor_hp":[160,160],"actor_state_words":[[1,0,0,0],[1,0,0,0]],"characters":[7,10],"command_words_observed":[0,0],"completed_native_transitions":2076,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[0,0],"hp":[160,160],"object_x_candidate":[0,0],"object_y_candidate":[0,0],"round_phase":65536,"stage_id":10,"stage_round_variant":0,"stage_scene_resource":18,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[2,0,0,1],[2,0,0,1]],"characters":[7,10],"command_words_observed":[0,0],"completed_native_transitions":2100,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[416,464],"object_y_candidate":[0,216],"round_phase":65537,"stage_id":10,"stage_round_variant":0,"stage_scene_resource":18,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[2,0,0,1],[2,0,0,1]],"characters":[7,10],"command_words_observed":[0,0],"completed_native_transitions":2108,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[416,464],"object_y_candidate":[0,216],"round_phase":65538,"stage_id":10,"stage_round_variant":0,"stage_scene_resource":18,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[2,0,0,1],[2,0,0,1]],"characters":[7,10],"command_words_observed":[0,0],"completed_native_transitions":2109,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[416,464],"object_y_candidate":[0,216],"round_phase":65539,"stage_id":10,"stage_round_variant":0,"stage_scene_resource":18,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[3,0,1,1],[2,0,0,4]],"characters":[7,10],"command_words_observed":[0,0],"completed_native_transitions":2201,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[416,607],"object_y_candidate":[0,0],"round_phase":65540,"stage_id":10,"stage_round_variant":0,"stage_scene_resource":18,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[3,0,1,1],[3,0,1,1]],"characters":[7,10],"command_words_observed":[0,0],"completed_native_transitions":2309,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[416,608],"object_y_candidate":[0,0],"round_phase":131072,"stage_id":10,"stage_round_variant":0,"stage_scene_resource":18,"timer":99}],"requested_characters":["ibuki","yang"],"timing":"transition output is t0; next step consumes input tick 0"},"source_episode_id":"sf3_val_external_002614_attempt0000","source_mode":"independent_uniform_random","status":"UNCOMMITTED_FORMAL_CANDIDATE","stored_input_audit":{"decisions_per_player":100,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":1200},"subjects":[{"character":"ibuki","handle":"P1","native_slot":0,"role":"external_player"},{"character":"yang","handle":"P2","native_slot":1,"role":"external_player"}],"utc":"2026-09-20T08:04:01.487078+00:00","valid_segments":4}
diff --git a/SF3/dataset/npc0/val/sources/sf3_val_external_002615_attempt0000/action_protocol.json b/SF3/dataset/npc0/val/sources/sf3_val_external_002615_attempt0000/action_protocol.json
new file mode 100644
index 0000000000000000000000000000000000000000..9d42acc405e15e3119ccead42ae18332b5eecd88
--- /dev/null
+++ b/SF3/dataset/npc0/val/sources/sf3_val_external_002615_attempt0000/action_protocol.json
@@ -0,0 +1,1999 @@
+{
+  "actions": [
+    {
+      "id": 0,
+      "name": "noop",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Release all buttons for 12 game ticks."
+    },
+    {
+      "id": 1,
+      "name": "left",
+      "template": [
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-left for 12 game ticks."
+    },
+    {
+      "id": 2,
+      "name": "right",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-right for 12 game ticks."
+    },
+    {
+      "id": 3,
+      "name": "jump",
+      "template": [
+        [
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press up for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 4,
+      "name": "crouch",
+      "template": [
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold down to crouch for 12 game ticks."
+    },
+    {
+      "id": 5,
+      "name": "light_punch",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press light punch for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 6,
+      "name": "medium_punch",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press medium punch for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 7,
+      "name": "heavy_punch",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press heavy punch for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 8,
+      "name": "light_kick",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press light kick for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 9,
+      "name": "medium_kick",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press medium kick for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 10,
+      "name": "heavy_kick",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press heavy kick for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 11,
+      "name": "left_jump",
+      "template": [
+        [
+          1,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-left for 12 game ticks and press up during the first 3 game ticks."
+    },
+    {
+      "id": 12,
+      "name": "right_jump",
+      "template": [
+        [
+          1,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-right for 12 game ticks and press up during the first 3 game ticks."
+    }
+  ],
+  "block_ticks": 12,
+  "combat_buttons": [
+    "UP",
+    "DOWN",
+    "LEFT",
+    "RIGHT",
+    "A",
+    "Y",
+    "X",
+    "B",
+    "C",
+    "Z"
+  ],
+  "direction_semantics": "absolute screen LEFT/RIGHT",
+  "native_fps": 60,
+  "port_buttons_per_player": [
+    "B",
+    "A",
+    "MODE",
+    "START",
+    "UP",
+    "DOWN",
+    "LEFT",
+    "RIGHT",
+    "C",
+    "Y",
+    "X",
+    "Z"
+  ],
+  "press_ticks": 3,
+  "sampling": "independent PCG64 streams per source episode and player; uniform 1/13; repeats allowed",
+  "version": "sf3_external_12tick_v1"
+}
diff --git a/SF3/dataset/npc0/val/sources/sf3_val_external_002615_attempt0000/report.json b/SF3/dataset/npc0/val/sources/sf3_val_external_002615_attempt0000/report.json
new file mode 100644
index 0000000000000000000000000000000000000000..a4cb410b1afb1e4abcfdf37f6f0311f61e8e5306
--- /dev/null
+++ b/SF3/dataset/npc0/val/sources/sf3_val_external_002615_attempt0000/report.json
@@ -0,0 +1 @@
+{"action_counts":{"P1":{"crouch":6,"heavy_kick":7,"heavy_punch":8,"jump":9,"left":5,"left_jump":9,"light_kick":9,"light_punch":9,"medium_kick":6,"medium_punch":5,"noop":10,"right":8,"right_jump":9},"P2":{"crouch":8,"heavy_kick":9,"heavy_punch":8,"jump":5,"left":12,"left_jump":10,"light_kick":6,"light_punch":5,"medium_kick":5,"medium_punch":11,"noop":7,"right":11,"right_jump":3}},"case_id":"sf3_val_external_002615","control_values":[[1,1]],"formal_ready":false,"frames":401,"hp_end":[115,85],"hp_start":[160,160],"input_audit":{"decisions_per_player":100,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":1200},"master_seed":20260920,"missing_formal_gates":["independent_formal_audit"],"native_input_audit":{"action_labels_describe":"issued external ports; filtered input is audit evidence","actor_tile_write_counts":[[4633,0],[4936,0]],"compared_words":[0,1,3],"engine_filtered_ticks":[144,156,168,180,228,264,324,468,480,516,528,552,588,684,708,756,936,996,1020,1032,1056],"exact":true,"filter_state_mismatched_values":0,"first_post_filter_mismatch":null,"post_filter_mismatched_words":0,"pre_filter_mismatched_words":0,"primary_blend_pixels":0,"scope":"issued ports -> pre-SOCD words -> existing default filter -> consumed Cps3Input","socd_mode":[3,3],"ticks":1200},"native_transitions":1200,"npc_count":0,"player_seed_hex":["b5d505b183383be64c8c5fb6c10bb052d28598ce3202d19deb8602053ed90fe1","60338657f18ff5b7d39301295920f7ee9bbcaee621ecff54434cc9adcdbcd334"],"python":"3.8.20 (default, Oct  2 2024, 16:34:12) \n[Clang 18.1.8 ]","seconds":51.35293703712523,"segments":[{"end_native_transition":300,"hp_end":[127,160],"hp_start":[160,160],"index":0,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"reasons":[],"selected_for_encoding":false,"start_native_transition":0,"valid":true},{"end_native_transition":600,"hp_end":[123,120],"hp_start":[127,160],"index":1,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"reasons":[],"selected_for_encoding":false,"start_native_transition":300,"valid":true},{"end_native_transition":900,"hp_end":[123,92],"hp_start":[123,120],"index":2,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"reasons":[],"selected_for_encoding":false,"start_native_transition":600,"valid":true},{"body_labels":{"body_pixel_min":[1811,2147],"engine_ids":[33608076,33609060],"id_encoding":"RGB=(0,0,rank), rank1=P1, rank2=P2; background=0","mask_policy":"sf3_primary_character_body_only_v1","media":{"byte_size":979036,"codec":"ffv1","decoded_rgb24_matches_source":true,"fps":20,"frames":101,"height":480,"pixel_format":"bgr0","resize":"384x224 -> crop top=1 bottom=1 left=0 right=0 -> 384x222 -> 832x481 nearest-neighbor (uniform 13/6, non-integer scale) -> crop bottom=1 -> 832x480","spatial_transform":{"integer_upscale":false,"interpolation":"nearest-neighbor","native_crop_ltrb":[0,1,0,1],"native_size_wh":[384,224],"output_crop_ltrb":[0,0,0,1],"output_size_wh":[832,480],"resize_size_wh":[832,481],"scale_xy":[2.1666666666666665,2.1666666666666665],"source_index_xy":["floor(x * 384 / 832)","1 + floor(y * 222 / 481)"]},"width":832}},"end_native_transition":1200,"hp_end":[115,85],"hp_start":[123,92],"index":3,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"media":{"byte_size":6670702,"codec":"ffv1","decoded_rgb24_matches_source":true,"fps":20,"frames":101,"height":480,"pixel_format":"bgr0","resize":"384x224 -> crop top=1 bottom=1 left=0 right=0 -> 384x222 -> 832x481 nearest-neighbor (uniform 13/6, non-integer scale) -> crop bottom=1 -> 832x480","spatial_transform":{"integer_upscale":false,"interpolation":"nearest-neighbor","native_crop_ltrb":[0,1,0,1],"native_size_wh":[384,224],"output_crop_ltrb":[0,0,0,1],"output_size_wh":[832,480],"resize_size_wh":[832,481],"scale_xy":[2.1666666666666665,2.1666666666666665],"source_index_xy":["floor(x * 384 / 832)","1 + floor(y * 222 / 481)"]},"width":832},"reasons":[],"selected_for_encoding":true,"start_native_transition":900,"valid":true}],"setup":{"boot":"fresh linear normal 2P boot; no RAM writes; no get_state/set_state","boundary_policy":"phase2_transition_linear_external_v1","core":{"package":"../../../../../generator/retro/stable_retro/__init__.py","path":"../../../../../generator/core/fbneo_libretro.so","stable_retro":"0.9.9"},"expected_character_ids":[7,3],"initial_completed_native_transitions":2411,"initial_state":{"actor_hp":[160,160],"actor_state_words":[[3,0,1,1],[3,0,1,1]],"characters":[7,3],"command_words_observed":[0,0],"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[416,608],"object_y_candidate":[0,0],"round_phase":131072,"stage_id":3,"stage_round_variant":0,"stage_scene_resource":5,"timer":99},"integration_files":{"data.json":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002615_attempt0000/integration/Sf3-Arcade/data.json"},"metadata.json":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002615_attempt0000/integration/Sf3-Arcade/metadata.json"},"original_rom":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002615_attempt0000/integration/Sf3-Arcade/sfiii.zip"},"rom":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002615_attempt0000/integration/Sf3-Arcade/rom.zip"},"scenario.json":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002615_attempt0000/integration/Sf3-Arcade/scenario.json"}},"phase_transitions":[{"actor_hp":[160,160],"actor_state_words":[[1,0,0,0],[1,0,0,0]],"characters":[7,3],"command_words_observed":[0,0],"completed_native_transitions":2076,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[0,0],"hp":[160,160],"object_x_candidate":[0,0],"object_y_candidate":[0,0],"round_phase":65536,"stage_id":3,"stage_round_variant":0,"stage_scene_resource":5,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[2,0,0,1],[2,0,0,2]],"characters":[7,3],"command_words_observed":[0,0],"completed_native_transitions":2100,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,1],"hp":[160,160],"object_x_candidate":[416,585],"object_y_candidate":[0,188],"round_phase":65537,"stage_id":3,"stage_round_variant":0,"stage_scene_resource":5,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[2,0,0,1],[2,0,0,3]],"characters":[7,3],"command_words_observed":[0,0],"completed_native_transitions":2108,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,1],"hp":[160,160],"object_x_candidate":[416,579],"object_y_candidate":[0,230],"round_phase":65538,"stage_id":3,"stage_round_variant":0,"stage_scene_resource":5,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[2,0,0,1],[2,0,0,3]],"characters":[7,3],"command_words_observed":[0,0],"completed_native_transitions":2109,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,1],"hp":[160,160],"object_x_candidate":[416,578],"object_y_candidate":[0,236],"round_phase":65539,"stage_id":3,"stage_round_variant":0,"stage_scene_resource":5,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[3,0,1,1],[2,0,1,0]],"characters":[7,3],"command_words_observed":[0,0],"completed_native_transitions":2303,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[416,608],"object_y_candidate":[0,0],"round_phase":65540,"stage_id":3,"stage_round_variant":0,"stage_scene_resource":5,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[3,0,1,1],[3,0,1,1]],"characters":[7,3],"command_words_observed":[0,0],"completed_native_transitions":2411,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[416,608],"object_y_candidate":[0,0],"round_phase":131072,"stage_id":3,"stage_round_variant":0,"stage_scene_resource":5,"timer":99}],"requested_characters":["ibuki","yun"],"timing":"transition output is t0; next step consumes input tick 0"},"source_episode_id":"sf3_val_external_002615_attempt0000","source_mode":"independent_uniform_random","status":"UNCOMMITTED_FORMAL_CANDIDATE","stored_input_audit":{"decisions_per_player":100,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":1200},"subjects":[{"character":"ibuki","handle":"P1","native_slot":0,"role":"external_player"},{"character":"yun","handle":"P2","native_slot":1,"role":"external_player"}],"utc":"2026-09-20T09:01:46.575570+00:00","valid_segments":4}
diff --git a/SF3/dataset/npc0/val/sources/sf3_val_external_002616_attempt0000/action_protocol.json b/SF3/dataset/npc0/val/sources/sf3_val_external_002616_attempt0000/action_protocol.json
new file mode 100644
index 0000000000000000000000000000000000000000..9d42acc405e15e3119ccead42ae18332b5eecd88
--- /dev/null
+++ b/SF3/dataset/npc0/val/sources/sf3_val_external_002616_attempt0000/action_protocol.json
@@ -0,0 +1,1999 @@
+{
+  "actions": [
+    {
+      "id": 0,
+      "name": "noop",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Release all buttons for 12 game ticks."
+    },
+    {
+      "id": 1,
+      "name": "left",
+      "template": [
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-left for 12 game ticks."
+    },
+    {
+      "id": 2,
+      "name": "right",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-right for 12 game ticks."
+    },
+    {
+      "id": 3,
+      "name": "jump",
+      "template": [
+        [
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press up for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 4,
+      "name": "crouch",
+      "template": [
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold down to crouch for 12 game ticks."
+    },
+    {
+      "id": 5,
+      "name": "light_punch",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press light punch for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 6,
+      "name": "medium_punch",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press medium punch for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 7,
+      "name": "heavy_punch",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press heavy punch for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 8,
+      "name": "light_kick",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press light kick for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 9,
+      "name": "medium_kick",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press medium kick for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 10,
+      "name": "heavy_kick",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press heavy kick for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 11,
+      "name": "left_jump",
+      "template": [
+        [
+          1,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-left for 12 game ticks and press up during the first 3 game ticks."
+    },
+    {
+      "id": 12,
+      "name": "right_jump",
+      "template": [
+        [
+          1,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-right for 12 game ticks and press up during the first 3 game ticks."
+    }
+  ],
+  "block_ticks": 12,
+  "combat_buttons": [
+    "UP",
+    "DOWN",
+    "LEFT",
+    "RIGHT",
+    "A",
+    "Y",
+    "X",
+    "B",
+    "C",
+    "Z"
+  ],
+  "direction_semantics": "absolute screen LEFT/RIGHT",
+  "native_fps": 60,
+  "port_buttons_per_player": [
+    "B",
+    "A",
+    "MODE",
+    "START",
+    "UP",
+    "DOWN",
+    "LEFT",
+    "RIGHT",
+    "C",
+    "Y",
+    "X",
+    "Z"
+  ],
+  "press_ticks": 3,
+  "sampling": "independent PCG64 streams per source episode and player; uniform 1/13; repeats allowed",
+  "version": "sf3_external_12tick_v1"
+}
diff --git a/SF3/dataset/npc0/val/sources/sf3_val_external_002616_attempt0000/report.json b/SF3/dataset/npc0/val/sources/sf3_val_external_002616_attempt0000/report.json
new file mode 100644
index 0000000000000000000000000000000000000000..0641722aed1355b34c7271b73ad0d1f4f23a4b96
--- /dev/null
+++ b/SF3/dataset/npc0/val/sources/sf3_val_external_002616_attempt0000/report.json
@@ -0,0 +1 @@
+{"action_counts":{"P1":{"crouch":10,"heavy_kick":13,"heavy_punch":6,"jump":5,"left":8,"left_jump":9,"light_kick":3,"light_punch":5,"medium_kick":5,"medium_punch":6,"noop":8,"right":10,"right_jump":12},"P2":{"crouch":7,"heavy_kick":10,"heavy_punch":9,"jump":11,"left":7,"left_jump":7,"light_kick":9,"light_punch":10,"medium_kick":8,"medium_punch":5,"noop":4,"right":7,"right_jump":6}},"case_id":"sf3_val_external_002616","control_values":[[1,1]],"formal_ready":false,"frames":401,"hp_end":[81,112],"hp_start":[160,160],"input_audit":{"decisions_per_player":100,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":1200},"master_seed":20260920,"missing_formal_gates":["independent_formal_audit"],"native_input_audit":{"action_labels_describe":"issued external ports; filtered input is audit evidence","actor_tile_write_counts":[[4555,0],[5381,0]],"compared_words":[0,1,3],"engine_filtered_ticks":[24,108,192,312,324,336,672,744,792,948,1080,1128],"exact":true,"filter_state_mismatched_values":0,"first_post_filter_mismatch":null,"post_filter_mismatched_words":0,"pre_filter_mismatched_words":0,"primary_blend_pixels":0,"scope":"issued ports -> pre-SOCD words -> existing default filter -> consumed Cps3Input","socd_mode":[3,3],"ticks":1200},"native_transitions":1200,"npc_count":0,"player_seed_hex":["fc5acd78414d4071b29585995c1fda2775ea0e331d17589a370e1d900d8376d1","757406ace480a9dce18ffdf11a557dc6c0dc7b29ad295e9d48524290cba43ff7"],"python":"3.8.20 (default, Oct  2 2024, 16:34:12) \n[Clang 18.1.8 ]","seconds":51.78246463648975,"segments":[{"body_labels":{"body_pixel_min":[1627,3433],"engine_ids":[33608076,33609060],"id_encoding":"RGB=(0,0,rank), rank1=P1, rank2=P2; background=0","mask_policy":"sf3_primary_character_body_only_v1","media":{"byte_size":982833,"codec":"ffv1","decoded_rgb24_matches_source":true,"fps":20,"frames":101,"height":480,"pixel_format":"bgr0","resize":"384x224 -> crop top=1 bottom=1 left=0 right=0 -> 384x222 -> 832x481 nearest-neighbor (uniform 13/6, non-integer scale) -> crop bottom=1 -> 832x480","spatial_transform":{"integer_upscale":false,"interpolation":"nearest-neighbor","native_crop_ltrb":[0,1,0,1],"native_size_wh":[384,224],"output_crop_ltrb":[0,0,0,1],"output_size_wh":[832,480],"resize_size_wh":[832,481],"scale_xy":[2.1666666666666665,2.1666666666666665],"source_index_xy":["floor(x * 384 / 832)","1 + floor(y * 222 / 481)"]},"width":832}},"end_native_transition":300,"hp_end":[151,160],"hp_start":[160,160],"index":0,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"media":{"byte_size":8975345,"codec":"ffv1","decoded_rgb24_matches_source":true,"fps":20,"frames":101,"height":480,"pixel_format":"bgr0","resize":"384x224 -> crop top=1 bottom=1 left=0 right=0 -> 384x222 -> 832x481 nearest-neighbor (uniform 13/6, non-integer scale) -> crop bottom=1 -> 832x480","spatial_transform":{"integer_upscale":false,"interpolation":"nearest-neighbor","native_crop_ltrb":[0,1,0,1],"native_size_wh":[384,224],"output_crop_ltrb":[0,0,0,1],"output_size_wh":[832,480],"resize_size_wh":[832,481],"scale_xy":[2.1666666666666665,2.1666666666666665],"source_index_xy":["floor(x * 384 / 832)","1 + floor(y * 222 / 481)"]},"width":832},"reasons":[],"selected_for_encoding":true,"start_native_transition":0,"valid":true},{"end_native_transition":600,"hp_end":[105,140],"hp_start":[151,160],"index":1,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"reasons":[],"selected_for_encoding":false,"start_native_transition":300,"valid":true},{"end_native_transition":900,"hp_end":[81,134],"hp_start":[105,140],"index":2,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"reasons":[],"selected_for_encoding":false,"start_native_transition":600,"valid":true},{"end_native_transition":1200,"hp_end":[81,112],"hp_start":[81,134],"index":3,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"reasons":[],"selected_for_encoding":false,"start_native_transition":900,"valid":true}],"setup":{"boot":"fresh linear normal 2P boot; no RAM writes; no get_state/set_state","boundary_policy":"phase2_transition_linear_external_v1","core":{"package":"../../../../../generator/retro/stable_retro/__init__.py","path":"../../../../../generator/core/fbneo_libretro.so","stable_retro":"0.9.9"},"expected_character_ids":[11,1],"initial_completed_native_transitions":2412,"initial_state":{"actor_hp":[160,160],"actor_state_words":[[3,0,1,1],[3,0,1,1]],"characters":[11,1],"command_words_observed":[0,0],"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[415,606],"object_y_candidate":[0,0],"round_phase":131072,"stage_id":1,"stage_round_variant":0,"stage_scene_resource":1,"timer":99},"integration_files":{"data.json":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002616_attempt0000/integration/Sf3-Arcade/data.json"},"metadata.json":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002616_attempt0000/integration/Sf3-Arcade/metadata.json"},"original_rom":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002616_attempt0000/integration/Sf3-Arcade/sfiii.zip"},"rom":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002616_attempt0000/integration/Sf3-Arcade/rom.zip"},"scenario.json":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002616_attempt0000/integration/Sf3-Arcade/scenario.json"}},"phase_transitions":[{"actor_hp":[160,160],"actor_state_words":[[1,0,0,0],[1,0,0,0]],"characters":[11,1],"command_words_observed":[0,0],"completed_native_transitions":2142,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[0,0],"hp":[160,160],"object_x_candidate":[0,0],"object_y_candidate":[0,0],"round_phase":65536,"stage_id":1,"stage_round_variant":0,"stage_scene_resource":1,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[2,0,0,3],[2,0,0,3]],"characters":[11,1],"command_words_observed":[0,0],"completed_native_transitions":2166,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[412,644],"object_y_candidate":[0,0],"round_phase":65537,"stage_id":1,"stage_round_variant":0,"stage_scene_resource":1,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[2,0,0,3],[2,0,0,3]],"characters":[11,1],"command_words_observed":[0,0],"completed_native_transitions":2174,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[412,644],"object_y_candidate":[0,0],"round_phase":65538,"stage_id":1,"stage_round_variant":0,"stage_scene_resource":1,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[2,0,0,3],[2,0,0,3]],"characters":[11,1],"command_words_observed":[0,0],"completed_native_transitions":2175,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[412,644],"object_y_candidate":[0,0],"round_phase":65539,"stage_id":1,"stage_round_variant":0,"stage_scene_resource":1,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[3,0,1,1],[2,0,1,0]],"characters":[11,1],"command_words_observed":[0,0],"completed_native_transitions":2304,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[415,606],"object_y_candidate":[0,0],"round_phase":65540,"stage_id":1,"stage_round_variant":0,"stage_scene_resource":1,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[3,0,1,1],[3,0,1,1]],"characters":[11,1],"command_words_observed":[0,0],"completed_native_transitions":2412,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[415,606],"object_y_candidate":[0,0],"round_phase":131072,"stage_id":1,"stage_round_variant":0,"stage_scene_resource":1,"timer":99}],"requested_characters":["ken","alex"],"timing":"transition output is t0; next step consumes input tick 0"},"source_episode_id":"sf3_val_external_002616_attempt0000","source_mode":"independent_uniform_random","status":"UNCOMMITTED_FORMAL_CANDIDATE","stored_input_audit":{"decisions_per_player":100,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":1200},"subjects":[{"character":"ken","handle":"P1","native_slot":0,"role":"external_player"},{"character":"alex","handle":"P2","native_slot":1,"role":"external_player"}],"utc":"2026-09-20T08:27:12.812522+00:00","valid_segments":4}
diff --git a/SF3/dataset/npc0/val/sources/sf3_val_external_002621_attempt0000/action_protocol.json b/SF3/dataset/npc0/val/sources/sf3_val_external_002621_attempt0000/action_protocol.json
new file mode 100644
index 0000000000000000000000000000000000000000..9d42acc405e15e3119ccead42ae18332b5eecd88
--- /dev/null
+++ b/SF3/dataset/npc0/val/sources/sf3_val_external_002621_attempt0000/action_protocol.json
@@ -0,0 +1,1999 @@
+{
+  "actions": [
+    {
+      "id": 0,
+      "name": "noop",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Release all buttons for 12 game ticks."
+    },
+    {
+      "id": 1,
+      "name": "left",
+      "template": [
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-left for 12 game ticks."
+    },
+    {
+      "id": 2,
+      "name": "right",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-right for 12 game ticks."
+    },
+    {
+      "id": 3,
+      "name": "jump",
+      "template": [
+        [
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press up for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 4,
+      "name": "crouch",
+      "template": [
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold down to crouch for 12 game ticks."
+    },
+    {
+      "id": 5,
+      "name": "light_punch",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press light punch for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 6,
+      "name": "medium_punch",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press medium punch for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 7,
+      "name": "heavy_punch",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press heavy punch for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 8,
+      "name": "light_kick",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press light kick for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 9,
+      "name": "medium_kick",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press medium kick for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 10,
+      "name": "heavy_kick",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press heavy kick for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 11,
+      "name": "left_jump",
+      "template": [
+        [
+          1,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-left for 12 game ticks and press up during the first 3 game ticks."
+    },
+    {
+      "id": 12,
+      "name": "right_jump",
+      "template": [
+        [
+          1,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-right for 12 game ticks and press up during the first 3 game ticks."
+    }
+  ],
+  "block_ticks": 12,
+  "combat_buttons": [
+    "UP",
+    "DOWN",
+    "LEFT",
+    "RIGHT",
+    "A",
+    "Y",
+    "X",
+    "B",
+    "C",
+    "Z"
+  ],
+  "direction_semantics": "absolute screen LEFT/RIGHT",
+  "native_fps": 60,
+  "port_buttons_per_player": [
+    "B",
+    "A",
+    "MODE",
+    "START",
+    "UP",
+    "DOWN",
+    "LEFT",
+    "RIGHT",
+    "C",
+    "Y",
+    "X",
+    "Z"
+  ],
+  "press_ticks": 3,
+  "sampling": "independent PCG64 streams per source episode and player; uniform 1/13; repeats allowed",
+  "version": "sf3_external_12tick_v1"
+}
diff --git a/SF3/dataset/npc0/val/sources/sf3_val_external_002621_attempt0000/report.json b/SF3/dataset/npc0/val/sources/sf3_val_external_002621_attempt0000/report.json
new file mode 100644
index 0000000000000000000000000000000000000000..378672c4a4b902361138666f049a234ab40b9846
--- /dev/null
+++ b/SF3/dataset/npc0/val/sources/sf3_val_external_002621_attempt0000/report.json
@@ -0,0 +1 @@
+{"action_counts":{"P1":{"crouch":5,"heavy_kick":10,"heavy_punch":9,"jump":2,"left":9,"left_jump":7,"light_kick":9,"light_punch":11,"medium_kick":9,"medium_punch":11,"noop":6,"right":9,"right_jump":3},"P2":{"crouch":6,"heavy_kick":8,"heavy_punch":5,"jump":10,"left":2,"left_jump":8,"light_kick":6,"light_punch":11,"medium_kick":7,"medium_punch":6,"noop":11,"right":9,"right_jump":11}},"case_id":"sf3_val_external_002621","control_values":[[1,1]],"formal_ready":false,"frames":401,"hp_end":[79,143],"hp_start":[160,160],"input_audit":{"decisions_per_player":100,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":1200},"master_seed":20260920,"missing_formal_gates":["independent_formal_audit"],"native_input_audit":{"action_labels_describe":"issued external ports; filtered input is audit evidence","actor_tile_write_counts":[[4989,0],[5794,0]],"compared_words":[0,1,3],"engine_filtered_ticks":[24,36,216,324,660,672,696,1020,1056,1140],"exact":true,"filter_state_mismatched_values":0,"first_post_filter_mismatch":null,"post_filter_mismatched_words":0,"pre_filter_mismatched_words":0,"primary_blend_pixels":0,"scope":"issued ports -> pre-SOCD words -> existing default filter -> consumed Cps3Input","socd_mode":[3,3],"ticks":1200},"native_transitions":1200,"npc_count":0,"player_seed_hex":["3569eacfe13d786c402e645d25ceba21cb4e55d0bdf5df29949ca8c9d097f685","cf4484eb662813bdb1ed6fcf7e5f0e2eb1cd1b8607e8326e68f750bdbf9542a4"],"python":"3.8.20 (default, Oct  2 2024, 16:34:12) \n[Clang 18.1.8 ]","seconds":49.227073933929205,"segments":[{"end_native_transition":300,"hp_end":[128,160],"hp_start":[160,160],"index":0,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"reasons":[],"selected_for_encoding":false,"start_native_transition":0,"valid":true},{"body_labels":{"body_pixel_min":[3198,2927],"engine_ids":[33608076,33609060],"id_encoding":"RGB=(0,0,rank), rank1=P1, rank2=P2; background=0","mask_policy":"sf3_primary_character_body_only_v1","media":{"byte_size":984836,"codec":"ffv1","decoded_rgb24_matches_source":true,"fps":20,"frames":101,"height":480,"pixel_format":"bgr0","resize":"384x224 -> crop top=1 bottom=1 left=0 right=0 -> 384x222 -> 832x481 nearest-neighbor (uniform 13/6, non-integer scale) -> crop bottom=1 -> 832x480","spatial_transform":{"integer_upscale":false,"interpolation":"nearest-neighbor","native_crop_ltrb":[0,1,0,1],"native_size_wh":[384,224],"output_crop_ltrb":[0,0,0,1],"output_size_wh":[832,480],"resize_size_wh":[832,481],"scale_xy":[2.1666666666666665,2.1666666666666665],"source_index_xy":["floor(x * 384 / 832)","1 + floor(y * 222 / 481)"]},"width":832}},"end_native_transition":600,"hp_end":[128,160],"hp_start":[128,160],"index":1,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"media":{"byte_size":7539801,"codec":"ffv1","decoded_rgb24_matches_source":true,"fps":20,"frames":101,"height":480,"pixel_format":"bgr0","resize":"384x224 -> crop top=1 bottom=1 left=0 right=0 -> 384x222 -> 832x481 nearest-neighbor (uniform 13/6, non-integer scale) -> crop bottom=1 -> 832x480","spatial_transform":{"integer_upscale":false,"interpolation":"nearest-neighbor","native_crop_ltrb":[0,1,0,1],"native_size_wh":[384,224],"output_crop_ltrb":[0,0,0,1],"output_size_wh":[832,480],"resize_size_wh":[832,481],"scale_xy":[2.1666666666666665,2.1666666666666665],"source_index_xy":["floor(x * 384 / 832)","1 + floor(y * 222 / 481)"]},"width":832},"reasons":[],"selected_for_encoding":true,"start_native_transition":300,"valid":true},{"end_native_transition":900,"hp_end":[117,143],"hp_start":[128,160],"index":2,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"reasons":[],"selected_for_encoding":false,"start_native_transition":600,"valid":true},{"end_native_transition":1200,"hp_end":[79,143],"hp_start":[117,143],"index":3,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"reasons":[],"selected_for_encoding":false,"start_native_transition":900,"valid":true}],"setup":{"boot":"fresh linear normal 2P boot; no RAM writes; no get_state/set_state","boundary_policy":"phase2_transition_linear_external_v1","core":{"package":"../../../../../generator/retro/stable_retro/__init__.py","path":"../../../../../generator/core/fbneo_libretro.so","stable_retro":"0.9.9"},"expected_character_ids":[11,9],"initial_completed_native_transitions":2387,"initial_state":{"actor_hp":[160,160],"actor_state_words":[[3,0,1,1],[3,0,1,1]],"characters":[11,9],"command_words_observed":[0,0],"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[415,608],"object_y_candidate":[0,0],"round_phase":131072,"stage_id":9,"stage_round_variant":0,"stage_scene_resource":16,"timer":99},"integration_files":{"data.json":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002621_attempt0000/integration/Sf3-Arcade/data.json"},"metadata.json":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002621_attempt0000/integration/Sf3-Arcade/metadata.json"},"original_rom":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002621_attempt0000/integration/Sf3-Arcade/sfiii.zip"},"rom":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002621_attempt0000/integration/Sf3-Arcade/rom.zip"},"scenario.json":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002621_attempt0000/integration/Sf3-Arcade/scenario.json"}},"phase_transitions":[{"actor_hp":[160,160],"actor_state_words":[[1,0,0,0],[1,0,0,0]],"characters":[11,9],"command_words_observed":[0,0],"completed_native_transitions":2145,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[0,0],"hp":[160,160],"object_x_candidate":[0,0],"object_y_candidate":[0,0],"round_phase":65536,"stage_id":9,"stage_round_variant":0,"stage_scene_resource":16,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[2,0,0,3],[2,0,0,1]],"characters":[11,9],"command_words_observed":[0,0],"completed_native_transitions":2169,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[412,605],"object_y_candidate":[0,200],"round_phase":65537,"stage_id":9,"stage_round_variant":0,"stage_scene_resource":16,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[2,0,0,3],[2,0,0,1]],"characters":[11,9],"command_words_observed":[0,0],"completed_native_transitions":2177,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[412,607],"object_y_candidate":[0,200],"round_phase":65538,"stage_id":9,"stage_round_variant":0,"stage_scene_resource":16,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[2,0,0,3],[2,0,0,1]],"characters":[11,9],"command_words_observed":[0,0],"completed_native_transitions":2178,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[412,607],"object_y_candidate":[0,200],"round_phase":65539,"stage_id":9,"stage_round_variant":0,"stage_scene_resource":16,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[3,0,1,1],[2,0,0,4]],"characters":[11,9],"command_words_observed":[0,0],"completed_native_transitions":2279,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[415,608],"object_y_candidate":[0,0],"round_phase":65540,"stage_id":9,"stage_round_variant":0,"stage_scene_resource":16,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[3,0,1,1],[3,0,1,1]],"characters":[11,9],"command_words_observed":[0,0],"completed_native_transitions":2387,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[415,608],"object_y_candidate":[0,0],"round_phase":131072,"stage_id":9,"stage_round_variant":0,"stage_scene_resource":16,"timer":99}],"requested_characters":["ken","oro"],"timing":"transition output is t0; next step consumes input tick 0"},"source_episode_id":"sf3_val_external_002621_attempt0000","source_mode":"independent_uniform_random","status":"UNCOMMITTED_FORMAL_CANDIDATE","stored_input_audit":{"decisions_per_player":100,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":1200},"subjects":[{"character":"ken","handle":"P1","native_slot":0,"role":"external_player"},{"character":"oro","handle":"P2","native_slot":1,"role":"external_player"}],"utc":"2026-09-20T08:57:47.993774+00:00","valid_segments":4}
diff --git a/SF3/dataset/npc0/val/sources/sf3_val_external_002622_attempt0000/action_protocol.json b/SF3/dataset/npc0/val/sources/sf3_val_external_002622_attempt0000/action_protocol.json
new file mode 100644
index 0000000000000000000000000000000000000000..9d42acc405e15e3119ccead42ae18332b5eecd88
--- /dev/null
+++ b/SF3/dataset/npc0/val/sources/sf3_val_external_002622_attempt0000/action_protocol.json
@@ -0,0 +1,1999 @@
+{
+  "actions": [
+    {
+      "id": 0,
+      "name": "noop",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
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+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Release all buttons for 12 game ticks."
+    },
+    {
+      "id": 1,
+      "name": "left",
+      "template": [
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-left for 12 game ticks."
+    },
+    {
+      "id": 2,
+      "name": "right",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-right for 12 game ticks."
+    },
+    {
+      "id": 3,
+      "name": "jump",
+      "template": [
+        [
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press up for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 4,
+      "name": "crouch",
+      "template": [
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold down to crouch for 12 game ticks."
+    },
+    {
+      "id": 5,
+      "name": "light_punch",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
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+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press light punch for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 6,
+      "name": "medium_punch",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press medium punch for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 7,
+      "name": "heavy_punch",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press heavy punch for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 8,
+      "name": "light_kick",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press light kick for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 9,
+      "name": "medium_kick",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press medium kick for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 10,
+      "name": "heavy_kick",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press heavy kick for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 11,
+      "name": "left_jump",
+      "template": [
+        [
+          1,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-left for 12 game ticks and press up during the first 3 game ticks."
+    },
+    {
+      "id": 12,
+      "name": "right_jump",
+      "template": [
+        [
+          1,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-right for 12 game ticks and press up during the first 3 game ticks."
+    }
+  ],
+  "block_ticks": 12,
+  "combat_buttons": [
+    "UP",
+    "DOWN",
+    "LEFT",
+    "RIGHT",
+    "A",
+    "Y",
+    "X",
+    "B",
+    "C",
+    "Z"
+  ],
+  "direction_semantics": "absolute screen LEFT/RIGHT",
+  "native_fps": 60,
+  "port_buttons_per_player": [
+    "B",
+    "A",
+    "MODE",
+    "START",
+    "UP",
+    "DOWN",
+    "LEFT",
+    "RIGHT",
+    "C",
+    "Y",
+    "X",
+    "Z"
+  ],
+  "press_ticks": 3,
+  "sampling": "independent PCG64 streams per source episode and player; uniform 1/13; repeats allowed",
+  "version": "sf3_external_12tick_v1"
+}
diff --git a/SF3/dataset/npc0/val/sources/sf3_val_external_002622_attempt0000/report.json b/SF3/dataset/npc0/val/sources/sf3_val_external_002622_attempt0000/report.json
new file mode 100644
index 0000000000000000000000000000000000000000..0c859f357ffe21c73ff49362dd688a358bb4b33b
--- /dev/null
+++ b/SF3/dataset/npc0/val/sources/sf3_val_external_002622_attempt0000/report.json
@@ -0,0 +1 @@
+{"action_counts":{"P1":{"crouch":12,"heavy_kick":12,"heavy_punch":4,"jump":7,"left":4,"left_jump":7,"light_kick":7,"light_punch":5,"medium_kick":5,"medium_punch":15,"noop":8,"right":6,"right_jump":8},"P2":{"crouch":12,"heavy_kick":11,"heavy_punch":5,"jump":9,"left":8,"left_jump":10,"light_kick":6,"light_punch":9,"medium_kick":2,"medium_punch":3,"noop":5,"right":10,"right_jump":10}},"case_id":"sf3_val_external_002622","control_values":[[1,1]],"formal_ready":false,"frames":401,"hp_end":[49,95],"hp_start":[160,160],"input_audit":{"decisions_per_player":100,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":1200},"master_seed":20260920,"missing_formal_gates":["independent_formal_audit"],"native_input_audit":{"action_labels_describe":"issued external ports; filtered input is audit evidence","actor_tile_write_counts":[[4913,0],[5105,0]],"compared_words":[0,1,3],"engine_filtered_ticks":[12,72,180,276,312,636,756,804,816,828,888,900,1032,1140],"exact":true,"filter_state_mismatched_values":0,"first_post_filter_mismatch":null,"post_filter_mismatched_words":0,"pre_filter_mismatched_words":0,"primary_blend_pixels":0,"scope":"issued ports -> pre-SOCD words -> existing default filter -> consumed Cps3Input","socd_mode":[3,3],"ticks":1200},"native_transitions":1200,"npc_count":0,"player_seed_hex":["b3e4bbdda1a74092ad6ac125992669d1cb1efaf731f90acf557172b625f5d456","338cb64f560628aaadf001e66a697f29b07d4b19eb045b543f1bbd9d0e5e24ba"],"python":"3.8.20 (default, Oct  2 2024, 16:34:12) \n[Clang 18.1.8 ]","seconds":49.95744020305574,"segments":[{"end_native_transition":300,"hp_end":[155,152],"hp_start":[160,160],"index":0,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"reasons":[],"selected_for_encoding":false,"start_native_transition":0,"valid":true},{"end_native_transition":600,"hp_end":[113,152],"hp_start":[155,152],"index":1,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"reasons":[],"selected_for_encoding":false,"start_native_transition":300,"valid":true},{"body_labels":{"body_pixel_min":[2150,1648],"engine_ids":[33608076,33609060],"id_encoding":"RGB=(0,0,rank), rank1=P1, rank2=P2; 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no RAM writes; no get_state/set_state","boundary_policy":"phase2_transition_linear_external_v1","core":{"package":"../../../../../generator/retro/stable_retro/__init__.py","path":"../../../../../generator/core/fbneo_libretro.so","stable_retro":"0.9.9"},"expected_character_ids":[11,12],"initial_completed_native_transitions":2346,"initial_state":{"actor_hp":[160,160],"actor_state_words":[[3,0,1,1],[3,0,1,1]],"characters":[11,12],"command_words_observed":[0,0],"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[416,606],"object_y_candidate":[0,0],"round_phase":131072,"stage_id":12,"stage_round_variant":0,"stage_scene_resource":2,"timer":99},"integration_files":{"data.json":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002622_attempt0000/integration/Sf3-Arcade/data.json"},"metadata.json":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002622_attempt0000/integration/Sf3-Arcade/metadata.json"},"original_rom":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002622_attempt0000/integration/Sf3-Arcade/sfiii.zip"},"rom":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002622_attempt0000/integration/Sf3-Arcade/rom.zip"},"scenario.json":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002622_attempt0000/integration/Sf3-Arcade/scenario.json"}},"phase_transitions":[{"actor_hp":[160,160],"actor_state_words":[[1,0,0,0],[1,0,0,0]],"characters":[11,12],"command_words_observed":[0,0],"completed_native_transitions":2142,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[0,0],"hp":[160,160],"object_x_candidate":[0,0],"object_y_candidate":[0,0],"round_phase":65536,"stage_id":12,"stage_round_variant":0,"stage_scene_resource":2,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[2,0,0,1],[2,0,0,1]],"characters":[11,12],"command_words_observed":[0,0],"completed_native_transitions":2166,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[416,585],"object_y_candidate":[0,16],"round_phase":65537,"stage_id":12,"stage_round_variant":0,"stage_scene_resource":2,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[2,0,0,1],[2,0,0,1]],"characters":[11,12],"command_words_observed":[0,0],"completed_native_transitions":2174,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[416,591],"object_y_candidate":[0,20],"round_phase":65538,"stage_id":12,"stage_round_variant":0,"stage_scene_resource":2,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[2,0,0,1],[2,0,0,1]],"characters":[11,12],"command_words_observed":[0,0],"completed_native_transitions":2175,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[416,591],"object_y_candidate":[0,20],"round_phase":65539,"stage_id":12,"stage_round_variant":0,"stage_scene_resource":2,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[2,0,1,1],[3,0,1,1]],"characters":[11,12],"command_words_observed":[0,0],"completed_native_transitions":2238,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[416,606],"object_y_candidate":[0,0],"round_phase":65540,"stage_id":12,"stage_round_variant":0,"stage_scene_resource":2,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[3,0,1,1],[3,0,1,1]],"characters":[11,12],"command_words_observed":[0,0],"completed_native_transitions":2346,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[416,606],"object_y_candidate":[0,0],"round_phase":131072,"stage_id":12,"stage_round_variant":0,"stage_scene_resource":2,"timer":99}],"requested_characters":["ken","sean"],"timing":"transition output is t0; next step consumes input tick 0"},"source_episode_id":"sf3_val_external_002622_attempt0000","source_mode":"independent_uniform_random","status":"UNCOMMITTED_FORMAL_CANDIDATE","stored_input_audit":{"decisions_per_player":100,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":1200},"subjects":[{"character":"ken","handle":"P1","native_slot":0,"role":"external_player"},{"character":"sean","handle":"P2","native_slot":1,"role":"external_player"}],"utc":"2026-09-20T08:57:50.234687+00:00","valid_segments":4}
diff --git a/SF3/dataset/npc0/val/sources/sf3_val_external_002628_attempt0000/action_protocol.json b/SF3/dataset/npc0/val/sources/sf3_val_external_002628_attempt0000/action_protocol.json
new file mode 100644
index 0000000000000000000000000000000000000000..9d42acc405e15e3119ccead42ae18332b5eecd88
--- /dev/null
+++ b/SF3/dataset/npc0/val/sources/sf3_val_external_002628_attempt0000/action_protocol.json
@@ -0,0 +1,1999 @@
+{
+  "actions": [
+    {
+      "id": 0,
+      "name": "noop",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
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+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
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+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Release all buttons for 12 game ticks."
+    },
+    {
+      "id": 1,
+      "name": "left",
+      "template": [
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-left for 12 game ticks."
+    },
+    {
+      "id": 2,
+      "name": "right",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-right for 12 game ticks."
+    },
+    {
+      "id": 3,
+      "name": "jump",
+      "template": [
+        [
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press up for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 4,
+      "name": "crouch",
+      "template": [
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold down to crouch for 12 game ticks."
+    },
+    {
+      "id": 5,
+      "name": "light_punch",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press light punch for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 6,
+      "name": "medium_punch",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press medium punch for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 7,
+      "name": "heavy_punch",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press heavy punch for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 8,
+      "name": "light_kick",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press light kick for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 9,
+      "name": "medium_kick",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press medium kick for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 10,
+      "name": "heavy_kick",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press heavy kick for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 11,
+      "name": "left_jump",
+      "template": [
+        [
+          1,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-left for 12 game ticks and press up during the first 3 game ticks."
+    },
+    {
+      "id": 12,
+      "name": "right_jump",
+      "template": [
+        [
+          1,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-right for 12 game ticks and press up during the first 3 game ticks."
+    }
+  ],
+  "block_ticks": 12,
+  "combat_buttons": [
+    "UP",
+    "DOWN",
+    "LEFT",
+    "RIGHT",
+    "A",
+    "Y",
+    "X",
+    "B",
+    "C",
+    "Z"
+  ],
+  "direction_semantics": "absolute screen LEFT/RIGHT",
+  "native_fps": 60,
+  "port_buttons_per_player": [
+    "B",
+    "A",
+    "MODE",
+    "START",
+    "UP",
+    "DOWN",
+    "LEFT",
+    "RIGHT",
+    "C",
+    "Y",
+    "X",
+    "Z"
+  ],
+  "press_ticks": 3,
+  "sampling": "independent PCG64 streams per source episode and player; uniform 1/13; repeats allowed",
+  "version": "sf3_external_12tick_v1"
+}
diff --git a/SF3/dataset/npc0/val/sources/sf3_val_external_002628_attempt0000/report.json b/SF3/dataset/npc0/val/sources/sf3_val_external_002628_attempt0000/report.json
new file mode 100644
index 0000000000000000000000000000000000000000..a4cdeec01656415b062a796c4486a9328f8eccb9
--- /dev/null
+++ b/SF3/dataset/npc0/val/sources/sf3_val_external_002628_attempt0000/report.json
@@ -0,0 +1 @@
+{"action_counts":{"P1":{"crouch":7,"heavy_kick":9,"heavy_punch":7,"jump":3,"left":9,"left_jump":8,"light_kick":6,"light_punch":9,"medium_kick":10,"medium_punch":8,"noop":10,"right":5,"right_jump":9},"P2":{"crouch":2,"heavy_kick":10,"heavy_punch":9,"jump":7,"left":15,"left_jump":9,"light_kick":4,"light_punch":11,"medium_kick":5,"medium_punch":10,"noop":5,"right":5,"right_jump":8}},"case_id":"sf3_val_external_002628","control_values":[[1,1]],"formal_ready":false,"frames":401,"hp_end":[138,25],"hp_start":[160,160],"input_audit":{"decisions_per_player":100,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":1200},"master_seed":20260920,"missing_formal_gates":["independent_formal_audit"],"native_input_audit":{"action_labels_describe":"issued external ports; filtered input is audit evidence","actor_tile_write_counts":[[4176,0],[4522,0]],"compared_words":[0,1,3],"engine_filtered_ticks":[288,300,360,408,480,492,504,564,852,972,1020,1128,1188],"exact":true,"filter_state_mismatched_values":0,"first_post_filter_mismatch":null,"post_filter_mismatched_words":0,"pre_filter_mismatched_words":0,"primary_blend_pixels":0,"scope":"issued ports -> pre-SOCD words -> existing default filter -> consumed Cps3Input","socd_mode":[3,3],"ticks":1200},"native_transitions":1200,"npc_count":0,"player_seed_hex":["36fdbe8783053870d65a99be421443cd614a7d27ca20b10f7dc3151bb07c5fda","f2409c1b032c348e53775074771a0756d59aab1fb7f808f92260e48a2369e5b2"],"python":"3.8.20 (default, Oct  2 2024, 16:34:12) \n[Clang 18.1.8 ]","seconds":48.99741460941732,"segments":[{"end_native_transition":300,"hp_end":[154,100],"hp_start":[160,160],"index":0,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"reasons":[],"selected_for_encoding":false,"start_native_transition":0,"valid":true},{"end_native_transition":600,"hp_end":[154,83],"hp_start":[154,100],"index":1,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"reasons":[],"selected_for_encoding":false,"start_native_transition":300,"valid":true},{"body_labels":{"body_pixel_min":[1729,1519],"engine_ids":[33608076,33609060],"id_encoding":"RGB=(0,0,rank), rank1=P1, rank2=P2; background=0","mask_policy":"sf3_primary_character_body_only_v1","media":{"byte_size":983821,"codec":"ffv1","decoded_rgb24_matches_source":true,"fps":20,"frames":101,"height":480,"pixel_format":"bgr0","resize":"384x224 -> crop top=1 bottom=1 left=0 right=0 -> 384x222 -> 832x481 nearest-neighbor (uniform 13/6, non-integer scale) -> crop bottom=1 -> 832x480","spatial_transform":{"integer_upscale":false,"interpolation":"nearest-neighbor","native_crop_ltrb":[0,1,0,1],"native_size_wh":[384,224],"output_crop_ltrb":[0,0,0,1],"output_size_wh":[832,480],"resize_size_wh":[832,481],"scale_xy":[2.1666666666666665,2.1666666666666665],"source_index_xy":["floor(x * 384 / 832)","1 + floor(y * 222 / 481)"]},"width":832}},"end_native_transition":900,"hp_end":[138,69],"hp_start":[154,83],"index":2,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"media":{"byte_size":7881651,"codec":"ffv1","decoded_rgb24_matches_source":true,"fps":20,"frames":101,"height":480,"pixel_format":"bgr0","resize":"384x224 -> crop top=1 bottom=1 left=0 right=0 -> 384x222 -> 832x481 nearest-neighbor (uniform 13/6, non-integer scale) -> crop bottom=1 -> 832x480","spatial_transform":{"integer_upscale":false,"interpolation":"nearest-neighbor","native_crop_ltrb":[0,1,0,1],"native_size_wh":[384,224],"output_crop_ltrb":[0,0,0,1],"output_size_wh":[832,480],"resize_size_wh":[832,481],"scale_xy":[2.1666666666666665,2.1666666666666665],"source_index_xy":["floor(x * 384 / 832)","1 + floor(y * 222 / 481)"]},"width":832},"reasons":[],"selected_for_encoding":true,"start_native_transition":600,"valid":true},{"end_native_transition":1200,"hp_end":[138,25],"hp_start":[138,69],"index":3,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"reasons":[],"selected_for_encoding":false,"start_native_transition":900,"valid":true}],"setup":{"boot":"fresh linear normal 2P boot; no RAM writes; no get_state/set_state","boundary_policy":"phase2_transition_linear_external_v1","core":{"package":"../../../../../generator/retro/stable_retro/__init__.py","path":"../../../../../generator/core/fbneo_libretro.so","stable_retro":"0.9.9"},"expected_character_ids":[5,7],"initial_completed_native_transitions":2374,"initial_state":{"actor_hp":[160,160],"actor_state_words":[[3,0,1,1],[3,0,1,1]],"characters":[5,7],"command_words_observed":[0,0],"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[412,608],"object_y_candidate":[0,0],"round_phase":131072,"stage_id":7,"stage_round_variant":0,"stage_scene_resource":11,"timer":99},"integration_files":{"data.json":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002628_attempt0000/integration/Sf3-Arcade/data.json"},"metadata.json":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002628_attempt0000/integration/Sf3-Arcade/metadata.json"},"original_rom":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002628_attempt0000/integration/Sf3-Arcade/sfiii.zip"},"rom":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002628_attempt0000/integration/Sf3-Arcade/rom.zip"},"scenario.json":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002628_attempt0000/integration/Sf3-Arcade/scenario.json"}},"phase_transitions":[{"actor_hp":[160,160],"actor_state_words":[[1,0,0,0],[1,0,0,0]],"characters":[5,7],"command_words_observed":[0,0],"completed_native_transitions":2142,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[0,0],"hp":[160,160],"object_x_candidate":[0,0],"object_y_candidate":[0,0],"round_phase":65536,"stage_id":7,"stage_round_variant":0,"stage_scene_resource":11,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[2,0,0,1],[2,0,0,3]],"characters":[5,7],"command_words_observed":[0,0],"completed_native_transitions":2166,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[324,608],"object_y_candidate":[132,0],"round_phase":65537,"stage_id":7,"stage_round_variant":0,"stage_scene_resource":11,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[2,0,0,1],[2,0,0,3]],"characters":[5,7],"command_words_observed":[0,0],"completed_native_transitions":2175,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[353,608],"object_y_candidate":[116,0],"round_phase":65538,"stage_id":7,"stage_round_variant":0,"stage_scene_resource":11,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[2,0,0,1],[2,0,0,3]],"characters":[5,7],"command_words_observed":[0,0],"completed_native_transitions":2176,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[357,608],"object_y_candidate":[112,0],"round_phase":65539,"stage_id":7,"stage_round_variant":0,"stage_scene_resource":11,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[2,0,0,2],[2,0,1,0]],"characters":[5,7],"command_words_observed":[0,0],"completed_native_transitions":2266,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[412,608],"object_y_candidate":[0,0],"round_phase":65540,"stage_id":7,"stage_round_variant":0,"stage_scene_resource":11,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[3,0,1,1],[3,0,1,1]],"characters":[5,7],"command_words_observed":[0,0],"completed_native_transitions":2374,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[412,608],"object_y_candidate":[0,0],"round_phase":131072,"stage_id":7,"stage_round_variant":0,"stage_scene_resource":11,"timer":99}],"requested_characters":["necro","ibuki"],"timing":"transition output is t0; next step consumes input tick 0"},"source_episode_id":"sf3_val_external_002628_attempt0000","source_mode":"independent_uniform_random","status":"UNCOMMITTED_FORMAL_CANDIDATE","stored_input_audit":{"decisions_per_player":100,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":1200},"subjects":[{"character":"necro","handle":"P1","native_slot":0,"role":"external_player"},{"character":"ibuki","handle":"P2","native_slot":1,"role":"external_player"}],"utc":"2026-09-20T07:55:37.028515+00:00","valid_segments":4}
diff --git a/SF3/dataset/npc0/val/sources/sf3_val_external_002630_attempt0000/action_protocol.json b/SF3/dataset/npc0/val/sources/sf3_val_external_002630_attempt0000/action_protocol.json
new file mode 100644
index 0000000000000000000000000000000000000000..9d42acc405e15e3119ccead42ae18332b5eecd88
--- /dev/null
+++ b/SF3/dataset/npc0/val/sources/sf3_val_external_002630_attempt0000/action_protocol.json
@@ -0,0 +1,1999 @@
+{
+  "actions": [
+    {
+      "id": 0,
+      "name": "noop",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Release all buttons for 12 game ticks."
+    },
+    {
+      "id": 1,
+      "name": "left",
+      "template": [
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-left for 12 game ticks."
+    },
+    {
+      "id": 2,
+      "name": "right",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-right for 12 game ticks."
+    },
+    {
+      "id": 3,
+      "name": "jump",
+      "template": [
+        [
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press up for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 4,
+      "name": "crouch",
+      "template": [
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold down to crouch for 12 game ticks."
+    },
+    {
+      "id": 5,
+      "name": "light_punch",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press light punch for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 6,
+      "name": "medium_punch",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press medium punch for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 7,
+      "name": "heavy_punch",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press heavy punch for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 8,
+      "name": "light_kick",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press light kick for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 9,
+      "name": "medium_kick",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press medium kick for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 10,
+      "name": "heavy_kick",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press heavy kick for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 11,
+      "name": "left_jump",
+      "template": [
+        [
+          1,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-left for 12 game ticks and press up during the first 3 game ticks."
+    },
+    {
+      "id": 12,
+      "name": "right_jump",
+      "template": [
+        [
+          1,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-right for 12 game ticks and press up during the first 3 game ticks."
+    }
+  ],
+  "block_ticks": 12,
+  "combat_buttons": [
+    "UP",
+    "DOWN",
+    "LEFT",
+    "RIGHT",
+    "A",
+    "Y",
+    "X",
+    "B",
+    "C",
+    "Z"
+  ],
+  "direction_semantics": "absolute screen LEFT/RIGHT",
+  "native_fps": 60,
+  "port_buttons_per_player": [
+    "B",
+    "A",
+    "MODE",
+    "START",
+    "UP",
+    "DOWN",
+    "LEFT",
+    "RIGHT",
+    "C",
+    "Y",
+    "X",
+    "Z"
+  ],
+  "press_ticks": 3,
+  "sampling": "independent PCG64 streams per source episode and player; uniform 1/13; repeats allowed",
+  "version": "sf3_external_12tick_v1"
+}
diff --git a/SF3/dataset/npc0/val/sources/sf3_val_external_002630_attempt0000/report.json b/SF3/dataset/npc0/val/sources/sf3_val_external_002630_attempt0000/report.json
new file mode 100644
index 0000000000000000000000000000000000000000..8ee02a9b63877bc45d59b2fadadb636614d90b87
--- /dev/null
+++ b/SF3/dataset/npc0/val/sources/sf3_val_external_002630_attempt0000/report.json
@@ -0,0 +1 @@
+{"action_counts":{"P1":{"crouch":6,"heavy_kick":7,"heavy_punch":8,"jump":7,"left":8,"left_jump":6,"light_kick":9,"light_punch":12,"medium_kick":6,"medium_punch":5,"noop":13,"right":7,"right_jump":6},"P2":{"crouch":11,"heavy_kick":5,"heavy_punch":4,"jump":7,"left":9,"left_jump":6,"light_kick":7,"light_punch":12,"medium_kick":7,"medium_punch":8,"noop":9,"right":9,"right_jump":6}},"case_id":"sf3_val_external_002630","control_values":[[1,1]],"formal_ready":false,"frames":401,"hp_end":[128,121],"hp_start":[160,160],"input_audit":{"decisions_per_player":100,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":1200},"master_seed":20260920,"missing_formal_gates":["independent_formal_audit"],"native_input_audit":{"action_labels_describe":"issued external ports; filtered input is audit evidence","actor_tile_write_counts":[[4505,0],[4579,0]],"compared_words":[0,1,3],"engine_filtered_ticks":[204,240,468,504,564,672,684,708,816,828,840,996,1044,1092,1164],"exact":true,"filter_state_mismatched_values":0,"first_post_filter_mismatch":null,"post_filter_mismatched_words":0,"pre_filter_mismatched_words":0,"primary_blend_pixels":0,"scope":"issued ports -> pre-SOCD words -> existing default filter -> consumed Cps3Input","socd_mode":[3,3],"ticks":1200},"native_transitions":1200,"npc_count":0,"player_seed_hex":["9c0575b4e714e616e3256ef4a71580d4bae39acb971a469a2d2f8bbfde33e103","6ca6989af3a5cc1932760ce92585ce919332ae13d0d463194d34162630ec2019"],"python":"3.8.20 (default, Oct  2 2024, 16:34:12) \n[Clang 18.1.8 ]","seconds":49.13429313339293,"segments":[{"end_native_transition":300,"hp_end":[160,160],"hp_start":[160,160],"index":0,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"reasons":[],"selected_for_encoding":false,"start_native_transition":0,"valid":true},{"end_native_transition":600,"hp_end":[149,139],"hp_start":[160,160],"index":1,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"reasons":[],"selected_for_encoding":false,"start_native_transition":300,"valid":true},{"body_labels":{"body_pixel_min":[2980,1291],"engine_ids":[33608076,33609060],"id_encoding":"RGB=(0,0,rank), rank1=P1, rank2=P2; background=0","mask_policy":"sf3_primary_character_body_only_v1","media":{"byte_size":984055,"codec":"ffv1","decoded_rgb24_matches_source":true,"fps":20,"frames":101,"height":480,"pixel_format":"bgr0","resize":"384x224 -> crop top=1 bottom=1 left=0 right=0 -> 384x222 -> 832x481 nearest-neighbor (uniform 13/6, non-integer scale) -> crop bottom=1 -> 832x480","spatial_transform":{"integer_upscale":false,"interpolation":"nearest-neighbor","native_crop_ltrb":[0,1,0,1],"native_size_wh":[384,224],"output_crop_ltrb":[0,0,0,1],"output_size_wh":[832,480],"resize_size_wh":[832,481],"scale_xy":[2.1666666666666665,2.1666666666666665],"source_index_xy":["floor(x * 384 / 832)","1 + floor(y * 222 / 481)"]},"width":832}},"end_native_transition":900,"hp_end":[139,139],"hp_start":[149,139],"index":2,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"media":{"byte_size":7388002,"codec":"ffv1","decoded_rgb24_matches_source":true,"fps":20,"frames":101,"height":480,"pixel_format":"bgr0","resize":"384x224 -> crop top=1 bottom=1 left=0 right=0 -> 384x222 -> 832x481 nearest-neighbor (uniform 13/6, non-integer scale) -> crop bottom=1 -> 832x480","spatial_transform":{"integer_upscale":false,"interpolation":"nearest-neighbor","native_crop_ltrb":[0,1,0,1],"native_size_wh":[384,224],"output_crop_ltrb":[0,0,0,1],"output_size_wh":[832,480],"resize_size_wh":[832,481],"scale_xy":[2.1666666666666665,2.1666666666666665],"source_index_xy":["floor(x * 384 / 832)","1 + floor(y * 222 / 481)"]},"width":832},"reasons":[],"selected_for_encoding":true,"start_native_transition":600,"valid":true},{"end_native_transition":1200,"hp_end":[128,121],"hp_start":[139,139],"index":3,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"reasons":[],"selected_for_encoding":false,"start_native_transition":900,"valid":true}],"setup":{"boot":"fresh linear normal 2P boot; no RAM writes; no get_state/set_state","boundary_policy":"phase2_transition_linear_external_v1","core":{"package":"../../../../../generator/retro/stable_retro/__init__.py","path":"../../../../../generator/core/fbneo_libretro.so","stable_retro":"0.9.9"},"expected_character_ids":[5,5],"initial_completed_native_transitions":2339,"initial_state":{"actor_hp":[160,160],"actor_state_words":[[3,0,1,1],[3,0,1,1]],"characters":[5,5],"command_words_observed":[0,0],"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[412,607],"object_y_candidate":[0,0],"round_phase":131072,"stage_id":5,"stage_round_variant":0,"stage_scene_resource":9,"timer":99},"integration_files":{"data.json":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002630_attempt0000/integration/Sf3-Arcade/data.json"},"metadata.json":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002630_attempt0000/integration/Sf3-Arcade/metadata.json"},"original_rom":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002630_attempt0000/integration/Sf3-Arcade/sfiii.zip"},"rom":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002630_attempt0000/integration/Sf3-Arcade/rom.zip"},"scenario.json":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002630_attempt0000/integration/Sf3-Arcade/scenario.json"}},"phase_transitions":[{"actor_hp":[160,160],"actor_state_words":[[1,0,0,0],[1,0,0,0]],"characters":[5,5],"command_words_observed":[0,0],"completed_native_transitions":2148,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[0,0],"hp":[160,160],"object_x_candidate":[0,0],"object_y_candidate":[0,0],"round_phase":65536,"stage_id":5,"stage_round_variant":0,"stage_scene_resource":9,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[2,0,0,1],[2,0,0,3]],"characters":[5,5],"command_words_observed":[0,0],"completed_native_transitions":2172,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[324,622],"object_y_candidate":[132,0],"round_phase":65537,"stage_id":5,"stage_round_variant":0,"stage_scene_resource":9,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[2,0,0,1],[2,0,0,3]],"characters":[5,5],"command_words_observed":[0,0],"completed_native_transitions":2180,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[353,622],"object_y_candidate":[116,0],"round_phase":65538,"stage_id":5,"stage_round_variant":0,"stage_scene_resource":9,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[2,0,0,1],[2,0,0,3]],"characters":[5,5],"command_words_observed":[0,0],"completed_native_transitions":2181,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[357,622],"object_y_candidate":[112,0],"round_phase":65539,"stage_id":5,"stage_round_variant":0,"stage_scene_resource":9,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[2,0,0,2],[2,0,1,0]],"characters":[5,5],"command_words_observed":[0,0],"completed_native_transitions":2231,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[412,607],"object_y_candidate":[0,0],"round_phase":65540,"stage_id":5,"stage_round_variant":0,"stage_scene_resource":9,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[3,0,1,1],[3,0,1,1]],"characters":[5,5],"command_words_observed":[0,0],"completed_native_transitions":2339,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[412,607],"object_y_candidate":[0,0],"round_phase":131072,"stage_id":5,"stage_round_variant":0,"stage_scene_resource":9,"timer":99}],"requested_characters":["necro","necro"],"timing":"transition output is t0; next step consumes input tick 0"},"source_episode_id":"sf3_val_external_002630_attempt0000","source_mode":"independent_uniform_random","status":"UNCOMMITTED_FORMAL_CANDIDATE","stored_input_audit":{"decisions_per_player":100,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":1200},"subjects":[{"character":"necro","handle":"P1","native_slot":0,"role":"external_player"},{"character":"necro","handle":"P2","native_slot":1,"role":"external_player"}],"utc":"2026-09-20T09:14:50.398133+00:00","valid_segments":4}
diff --git a/SF3/dataset/npc0/val/sources/sf3_val_external_002631_attempt0000/action_protocol.json b/SF3/dataset/npc0/val/sources/sf3_val_external_002631_attempt0000/action_protocol.json
new file mode 100644
index 0000000000000000000000000000000000000000..9d42acc405e15e3119ccead42ae18332b5eecd88
--- /dev/null
+++ b/SF3/dataset/npc0/val/sources/sf3_val_external_002631_attempt0000/action_protocol.json
@@ -0,0 +1,1999 @@
+{
+  "actions": [
+    {
+      "id": 0,
+      "name": "noop",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Release all buttons for 12 game ticks."
+    },
+    {
+      "id": 1,
+      "name": "left",
+      "template": [
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-left for 12 game ticks."
+    },
+    {
+      "id": 2,
+      "name": "right",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-right for 12 game ticks."
+    },
+    {
+      "id": 3,
+      "name": "jump",
+      "template": [
+        [
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press up for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 4,
+      "name": "crouch",
+      "template": [
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold down to crouch for 12 game ticks."
+    },
+    {
+      "id": 5,
+      "name": "light_punch",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press light punch for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 6,
+      "name": "medium_punch",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press medium punch for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 7,
+      "name": "heavy_punch",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press heavy punch for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 8,
+      "name": "light_kick",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press light kick for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 9,
+      "name": "medium_kick",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press medium kick for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 10,
+      "name": "heavy_kick",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press heavy kick for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 11,
+      "name": "left_jump",
+      "template": [
+        [
+          1,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-left for 12 game ticks and press up during the first 3 game ticks."
+    },
+    {
+      "id": 12,
+      "name": "right_jump",
+      "template": [
+        [
+          1,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-right for 12 game ticks and press up during the first 3 game ticks."
+    }
+  ],
+  "block_ticks": 12,
+  "combat_buttons": [
+    "UP",
+    "DOWN",
+    "LEFT",
+    "RIGHT",
+    "A",
+    "Y",
+    "X",
+    "B",
+    "C",
+    "Z"
+  ],
+  "direction_semantics": "absolute screen LEFT/RIGHT",
+  "native_fps": 60,
+  "port_buttons_per_player": [
+    "B",
+    "A",
+    "MODE",
+    "START",
+    "UP",
+    "DOWN",
+    "LEFT",
+    "RIGHT",
+    "C",
+    "Y",
+    "X",
+    "Z"
+  ],
+  "press_ticks": 3,
+  "sampling": "independent PCG64 streams per source episode and player; uniform 1/13; repeats allowed",
+  "version": "sf3_external_12tick_v1"
+}
diff --git a/SF3/dataset/npc0/val/sources/sf3_val_external_002631_attempt0000/report.json b/SF3/dataset/npc0/val/sources/sf3_val_external_002631_attempt0000/report.json
new file mode 100644
index 0000000000000000000000000000000000000000..efa47c8998bc3f54a7156ab19e168d9d4bffad58
--- /dev/null
+++ b/SF3/dataset/npc0/val/sources/sf3_val_external_002631_attempt0000/report.json
@@ -0,0 +1 @@
+{"action_counts":{"P1":{"crouch":7,"heavy_kick":5,"heavy_punch":11,"jump":6,"left":8,"left_jump":8,"light_kick":6,"light_punch":9,"medium_kick":5,"medium_punch":6,"noop":10,"right":10,"right_jump":9},"P2":{"crouch":10,"heavy_kick":8,"heavy_punch":12,"jump":9,"left":5,"left_jump":5,"light_kick":2,"light_punch":7,"medium_kick":10,"medium_punch":12,"noop":7,"right":5,"right_jump":8}},"case_id":"sf3_val_external_002631","control_values":[[1,1]],"formal_ready":false,"frames":401,"hp_end":[77,131],"hp_start":[160,160],"input_audit":{"decisions_per_player":100,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":1200},"master_seed":20260920,"missing_formal_gates":["independent_formal_audit"],"native_input_audit":{"action_labels_describe":"issued external ports; filtered input is audit evidence","actor_tile_write_counts":[[4018,0],[5561,0]],"compared_words":[0,1,3],"engine_filtered_ticks":[336,348,420,432,504,552,744,804,816,900,1032,1044],"exact":true,"filter_state_mismatched_values":0,"first_post_filter_mismatch":null,"post_filter_mismatched_words":0,"pre_filter_mismatched_words":0,"primary_blend_pixels":0,"scope":"issued ports -> pre-SOCD words -> existing default filter -> consumed Cps3Input","socd_mode":[3,3],"ticks":1200},"native_transitions":1200,"npc_count":0,"player_seed_hex":["9096a3d34445ac5db172f3770e9d77c1a8b61b2e0ec31a436171d4a90e7f45b6","3cb1b3b1249d66a1c5d96f4e02a39cb586183dcbd407d1b9b071a3acf7095252"],"python":"3.8.20 (default, Oct  2 2024, 16:34:12) \n[Clang 18.1.8 ]","seconds":48.55134707130492,"segments":[{"end_native_transition":300,"hp_end":[160,154],"hp_start":[160,160],"index":0,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"reasons":[],"selected_for_encoding":false,"start_native_transition":0,"valid":true},{"end_native_transition":600,"hp_end":[127,136],"hp_start":[160,154],"index":1,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"reasons":[],"selected_for_encoding":false,"start_native_transition":300,"valid":true},{"body_labels":{"body_pixel_min":[1113,2748],"engine_ids":[33608076,33609060],"id_encoding":"RGB=(0,0,rank), rank1=P1, rank2=P2; 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no RAM writes; no get_state/set_state","boundary_policy":"phase2_transition_linear_external_v1","core":{"package":"../../../../../generator/retro/stable_retro/__init__.py","path":"../../../../../generator/core/fbneo_libretro.so","stable_retro":"0.9.9"},"expected_character_ids":[5,2],"initial_completed_native_transitions":2308,"initial_state":{"actor_hp":[160,160],"actor_state_words":[[3,0,1,1],[3,0,1,1]],"characters":[5,2],"command_words_observed":[0,0],"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[-100,96],"object_y_candidate":[0,0],"round_phase":131072,"stage_id":2,"stage_round_variant":0,"stage_scene_resource":3,"timer":99},"integration_files":{"data.json":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002631_attempt0000/integration/Sf3-Arcade/data.json"},"metadata.json":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002631_attempt0000/integration/Sf3-Arcade/metadata.json"},"original_rom":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002631_attempt0000/integration/Sf3-Arcade/sfiii.zip"},"rom":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002631_attempt0000/integration/Sf3-Arcade/rom.zip"},"scenario.json":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002631_attempt0000/integration/Sf3-Arcade/scenario.json"}},"phase_transitions":[{"actor_hp":[160,160],"actor_state_words":[[1,0,0,0],[1,0,0,0]],"characters":[5,2],"command_words_observed":[0,0],"completed_native_transitions":2124,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[0,0],"hp":[160,160],"object_x_candidate":[0,0],"object_y_candidate":[0,0],"round_phase":65536,"stage_id":2,"stage_round_variant":0,"stage_scene_resource":3,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[2,0,0,1],[2,0,0,3]],"characters":[5,2],"command_words_observed":[0,0],"completed_native_transitions":2148,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[-188,96],"object_y_candidate":[132,0],"round_phase":65537,"stage_id":2,"stage_round_variant":0,"stage_scene_resource":3,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[2,0,0,1],[2,0,0,3]],"characters":[5,2],"command_words_observed":[0,0],"completed_native_transitions":2156,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[-159,96],"object_y_candidate":[116,0],"round_phase":65538,"stage_id":2,"stage_round_variant":0,"stage_scene_resource":3,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[2,0,0,1],[2,0,0,3]],"characters":[5,2],"command_words_observed":[0,0],"completed_native_transitions":2157,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[-155,96],"object_y_candidate":[112,0],"round_phase":65539,"stage_id":2,"stage_round_variant":0,"stage_scene_resource":3,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[2,0,0,2],[2,0,1,0]],"characters":[5,2],"command_words_observed":[0,0],"completed_native_transitions":2200,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[-100,96],"object_y_candidate":[0,0],"round_phase":65540,"stage_id":2,"stage_round_variant":0,"stage_scene_resource":3,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[3,0,1,1],[3,0,1,1]],"characters":[5,2],"command_words_observed":[0,0],"completed_native_transitions":2308,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[-100,96],"object_y_candidate":[0,0],"round_phase":131072,"stage_id":2,"stage_round_variant":0,"stage_scene_resource":3,"timer":99}],"requested_characters":["necro","ryu"],"timing":"transition output is t0; next step consumes input tick 0"},"source_episode_id":"sf3_val_external_002631_attempt0000","source_mode":"independent_uniform_random","status":"UNCOMMITTED_FORMAL_CANDIDATE","stored_input_audit":{"decisions_per_player":100,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":1200},"subjects":[{"character":"necro","handle":"P1","native_slot":0,"role":"external_player"},{"character":"ryu","handle":"P2","native_slot":1,"role":"external_player"}],"utc":"2026-09-20T09:23:13.887280+00:00","valid_segments":4}
diff --git a/SF3/dataset/npc0/val/sources/sf3_val_external_002632_attempt0000/action_protocol.json b/SF3/dataset/npc0/val/sources/sf3_val_external_002632_attempt0000/action_protocol.json
new file mode 100644
index 0000000000000000000000000000000000000000..9d42acc405e15e3119ccead42ae18332b5eecd88
--- /dev/null
+++ b/SF3/dataset/npc0/val/sources/sf3_val_external_002632_attempt0000/action_protocol.json
@@ -0,0 +1,1999 @@
+{
+  "actions": [
+    {
+      "id": 0,
+      "name": "noop",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Release all buttons for 12 game ticks."
+    },
+    {
+      "id": 1,
+      "name": "left",
+      "template": [
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-left for 12 game ticks."
+    },
+    {
+      "id": 2,
+      "name": "right",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-right for 12 game ticks."
+    },
+    {
+      "id": 3,
+      "name": "jump",
+      "template": [
+        [
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press up for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 4,
+      "name": "crouch",
+      "template": [
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold down to crouch for 12 game ticks."
+    },
+    {
+      "id": 5,
+      "name": "light_punch",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press light punch for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 6,
+      "name": "medium_punch",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press medium punch for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 7,
+      "name": "heavy_punch",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press heavy punch for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 8,
+      "name": "light_kick",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press light kick for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 9,
+      "name": "medium_kick",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press medium kick for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 10,
+      "name": "heavy_kick",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press heavy kick for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 11,
+      "name": "left_jump",
+      "template": [
+        [
+          1,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-left for 12 game ticks and press up during the first 3 game ticks."
+    },
+    {
+      "id": 12,
+      "name": "right_jump",
+      "template": [
+        [
+          1,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-right for 12 game ticks and press up during the first 3 game ticks."
+    }
+  ],
+  "block_ticks": 12,
+  "combat_buttons": [
+    "UP",
+    "DOWN",
+    "LEFT",
+    "RIGHT",
+    "A",
+    "Y",
+    "X",
+    "B",
+    "C",
+    "Z"
+  ],
+  "direction_semantics": "absolute screen LEFT/RIGHT",
+  "native_fps": 60,
+  "port_buttons_per_player": [
+    "B",
+    "A",
+    "MODE",
+    "START",
+    "UP",
+    "DOWN",
+    "LEFT",
+    "RIGHT",
+    "C",
+    "Y",
+    "X",
+    "Z"
+  ],
+  "press_ticks": 3,
+  "sampling": "independent PCG64 streams per source episode and player; uniform 1/13; repeats allowed",
+  "version": "sf3_external_12tick_v1"
+}
diff --git a/SF3/dataset/npc0/val/sources/sf3_val_external_002632_attempt0000/report.json b/SF3/dataset/npc0/val/sources/sf3_val_external_002632_attempt0000/report.json
new file mode 100644
index 0000000000000000000000000000000000000000..58184c072269902a5ae4124e4636d88683ec1682
--- /dev/null
+++ b/SF3/dataset/npc0/val/sources/sf3_val_external_002632_attempt0000/report.json
@@ -0,0 +1 @@
+{"action_counts":{"P1":{"crouch":5,"heavy_kick":9,"heavy_punch":12,"jump":9,"left":9,"left_jump":14,"light_kick":7,"light_punch":3,"medium_kick":8,"medium_punch":2,"noop":6,"right":6,"right_jump":10},"P2":{"crouch":12,"heavy_kick":7,"heavy_punch":5,"jump":4,"left":9,"left_jump":10,"light_kick":6,"light_punch":12,"medium_kick":5,"medium_punch":8,"noop":10,"right":4,"right_jump":8}},"case_id":"sf3_val_external_002632","control_values":[[1,1]],"formal_ready":false,"frames":401,"hp_end":[51,99],"hp_start":[160,160],"input_audit":{"decisions_per_player":100,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":1200},"master_seed":20260920,"missing_formal_gates":["independent_formal_audit"],"native_input_audit":{"action_labels_describe":"issued external ports; filtered input is audit evidence","actor_tile_write_counts":[[4238,0],[5347,0]],"compared_words":[0,1,3],"engine_filtered_ticks":[24,264,276,336,468,756,912,924,1188],"exact":true,"filter_state_mismatched_values":0,"first_post_filter_mismatch":null,"post_filter_mismatched_words":0,"pre_filter_mismatched_words":0,"primary_blend_pixels":0,"scope":"issued ports -> pre-SOCD words -> existing default filter -> consumed Cps3Input","socd_mode":[3,3],"ticks":1200},"native_transitions":1200,"npc_count":0,"player_seed_hex":["c0824ebbfad8ec6884332ad6a871c651b123b26afa19fb035c19d10959ea6d36","53ccac3c4369c8afc0d963c200f9170e265d518800ae8ec3c40577dad07a1b74"],"python":"3.8.20 (default, Oct  2 2024, 16:34:12) \n[Clang 18.1.8 ]","seconds":51.14145408384502,"segments":[{"end_native_transition":300,"hp_end":[99,160],"hp_start":[160,160],"index":0,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"reasons":[],"selected_for_encoding":false,"start_native_transition":0,"valid":true},{"end_native_transition":600,"hp_end":[99,160],"hp_start":[99,160],"index":1,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"reasons":[],"selected_for_encoding":false,"start_native_transition":300,"valid":true},{"body_labels":{"body_pixel_min":[1573,2599],"engine_ids":[33608076,33609060],"id_encoding":"RGB=(0,0,rank), rank1=P1, rank2=P2; background=0","mask_policy":"sf3_primary_character_body_only_v1","media":{"byte_size":984376,"codec":"ffv1","decoded_rgb24_matches_source":true,"fps":20,"frames":101,"height":480,"pixel_format":"bgr0","resize":"384x224 -> crop top=1 bottom=1 left=0 right=0 -> 384x222 -> 832x481 nearest-neighbor (uniform 13/6, non-integer scale) -> crop bottom=1 -> 832x480","spatial_transform":{"integer_upscale":false,"interpolation":"nearest-neighbor","native_crop_ltrb":[0,1,0,1],"native_size_wh":[384,224],"output_crop_ltrb":[0,0,0,1],"output_size_wh":[832,480],"resize_size_wh":[832,481],"scale_xy":[2.1666666666666665,2.1666666666666665],"source_index_xy":["floor(x * 384 / 832)","1 + floor(y * 222 / 481)"]},"width":832}},"end_native_transition":900,"hp_end":[66,142],"hp_start":[99,160],"index":2,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"media":{"byte_size":8323264,"codec":"ffv1","decoded_rgb24_matches_source":true,"fps":20,"frames":101,"height":480,"pixel_format":"bgr0","resize":"384x224 -> crop top=1 bottom=1 left=0 right=0 -> 384x222 -> 832x481 nearest-neighbor (uniform 13/6, non-integer scale) -> crop bottom=1 -> 832x480","spatial_transform":{"integer_upscale":false,"interpolation":"nearest-neighbor","native_crop_ltrb":[0,1,0,1],"native_size_wh":[384,224],"output_crop_ltrb":[0,0,0,1],"output_size_wh":[832,480],"resize_size_wh":[832,481],"scale_xy":[2.1666666666666665,2.1666666666666665],"source_index_xy":["floor(x * 384 / 832)","1 + floor(y * 222 / 481)"]},"width":832},"reasons":[],"selected_for_encoding":true,"start_native_transition":600,"valid":true},{"end_native_transition":1200,"hp_end":[51,99],"hp_start":[66,142],"index":3,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"reasons":[],"selected_for_encoding":false,"start_native_transition":900,"valid":true}],"setup":{"boot":"fresh linear normal 2P boot; no RAM writes; no get_state/set_state","boundary_policy":"phase2_transition_linear_external_v1","core":{"package":"../../../../../generator/retro/stable_retro/__init__.py","path":"../../../../../generator/core/fbneo_libretro.so","stable_retro":"0.9.9"},"expected_character_ids":[5,12],"initial_completed_native_transitions":2334,"initial_state":{"actor_hp":[160,160],"actor_state_words":[[3,0,1,1],[3,0,1,1]],"characters":[5,12],"command_words_observed":[0,0],"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[416,606],"object_y_candidate":[0,0],"round_phase":131072,"stage_id":12,"stage_round_variant":0,"stage_scene_resource":2,"timer":99},"integration_files":{"data.json":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002632_attempt0000/integration/Sf3-Arcade/data.json"},"metadata.json":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002632_attempt0000/integration/Sf3-Arcade/metadata.json"},"original_rom":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002632_attempt0000/integration/Sf3-Arcade/sfiii.zip"},"rom":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002632_attempt0000/integration/Sf3-Arcade/rom.zip"},"scenario.json":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002632_attempt0000/integration/Sf3-Arcade/scenario.json"}},"phase_transitions":[{"actor_hp":[160,160],"actor_state_words":[[1,0,0,0],[1,0,0,0]],"characters":[5,12],"command_words_observed":[0,0],"completed_native_transitions":2130,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[0,0],"hp":[160,160],"object_x_candidate":[0,0],"object_y_candidate":[0,0],"round_phase":65536,"stage_id":12,"stage_round_variant":0,"stage_scene_resource":2,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[2,0,0,1],[2,0,0,1]],"characters":[5,12],"command_words_observed":[0,0],"completed_native_transitions":2154,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[416,585],"object_y_candidate":[0,16],"round_phase":65537,"stage_id":12,"stage_round_variant":0,"stage_scene_resource":2,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[2,0,0,1],[2,0,0,1]],"characters":[5,12],"command_words_observed":[0,0],"completed_native_transitions":2162,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[416,591],"object_y_candidate":[0,20],"round_phase":65538,"stage_id":12,"stage_round_variant":0,"stage_scene_resource":2,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[2,0,0,1],[2,0,0,1]],"characters":[5,12],"command_words_observed":[0,0],"completed_native_transitions":2163,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[416,591],"object_y_candidate":[0,20],"round_phase":65539,"stage_id":12,"stage_round_variant":0,"stage_scene_resource":2,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[2,0,1,1],[3,0,1,1]],"characters":[5,12],"command_words_observed":[0,0],"completed_native_transitions":2226,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[416,606],"object_y_candidate":[0,0],"round_phase":65540,"stage_id":12,"stage_round_variant":0,"stage_scene_resource":2,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[3,0,1,1],[3,0,1,1]],"characters":[5,12],"command_words_observed":[0,0],"completed_native_transitions":2334,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[416,606],"object_y_candidate":[0,0],"round_phase":131072,"stage_id":12,"stage_round_variant":0,"stage_scene_resource":2,"timer":99}],"requested_characters":["necro","sean"],"timing":"transition output is t0; next step consumes input tick 0"},"source_episode_id":"sf3_val_external_002632_attempt0000","source_mode":"independent_uniform_random","status":"UNCOMMITTED_FORMAL_CANDIDATE","stored_input_audit":{"decisions_per_player":100,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":1200},"subjects":[{"character":"necro","handle":"P1","native_slot":0,"role":"external_player"},{"character":"sean","handle":"P2","native_slot":1,"role":"external_player"}],"utc":"2026-09-20T09:00:23.742943+00:00","valid_segments":4}
diff --git a/SF3/dataset/npc0/val/sources/sf3_val_external_002633_attempt0000/action_protocol.json b/SF3/dataset/npc0/val/sources/sf3_val_external_002633_attempt0000/action_protocol.json
new file mode 100644
index 0000000000000000000000000000000000000000..9d42acc405e15e3119ccead42ae18332b5eecd88
--- /dev/null
+++ b/SF3/dataset/npc0/val/sources/sf3_val_external_002633_attempt0000/action_protocol.json
@@ -0,0 +1,1999 @@
+{
+  "actions": [
+    {
+      "id": 0,
+      "name": "noop",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Release all buttons for 12 game ticks."
+    },
+    {
+      "id": 1,
+      "name": "left",
+      "template": [
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-left for 12 game ticks."
+    },
+    {
+      "id": 2,
+      "name": "right",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-right for 12 game ticks."
+    },
+    {
+      "id": 3,
+      "name": "jump",
+      "template": [
+        [
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press up for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 4,
+      "name": "crouch",
+      "template": [
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold down to crouch for 12 game ticks."
+    },
+    {
+      "id": 5,
+      "name": "light_punch",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press light punch for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 6,
+      "name": "medium_punch",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press medium punch for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 7,
+      "name": "heavy_punch",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press heavy punch for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 8,
+      "name": "light_kick",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press light kick for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 9,
+      "name": "medium_kick",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press medium kick for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 10,
+      "name": "heavy_kick",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press heavy kick for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 11,
+      "name": "left_jump",
+      "template": [
+        [
+          1,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-left for 12 game ticks and press up during the first 3 game ticks."
+    },
+    {
+      "id": 12,
+      "name": "right_jump",
+      "template": [
+        [
+          1,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-right for 12 game ticks and press up during the first 3 game ticks."
+    }
+  ],
+  "block_ticks": 12,
+  "combat_buttons": [
+    "UP",
+    "DOWN",
+    "LEFT",
+    "RIGHT",
+    "A",
+    "Y",
+    "X",
+    "B",
+    "C",
+    "Z"
+  ],
+  "direction_semantics": "absolute screen LEFT/RIGHT",
+  "native_fps": 60,
+  "port_buttons_per_player": [
+    "B",
+    "A",
+    "MODE",
+    "START",
+    "UP",
+    "DOWN",
+    "LEFT",
+    "RIGHT",
+    "C",
+    "Y",
+    "X",
+    "Z"
+  ],
+  "press_ticks": 3,
+  "sampling": "independent PCG64 streams per source episode and player; uniform 1/13; repeats allowed",
+  "version": "sf3_external_12tick_v1"
+}
diff --git a/SF3/dataset/npc0/val/sources/sf3_val_external_002633_attempt0000/report.json b/SF3/dataset/npc0/val/sources/sf3_val_external_002633_attempt0000/report.json
new file mode 100644
index 0000000000000000000000000000000000000000..e520bdf286bcb0e8152460feded124f2c9cb8b91
--- /dev/null
+++ b/SF3/dataset/npc0/val/sources/sf3_val_external_002633_attempt0000/report.json
@@ -0,0 +1 @@
+{"action_counts":{"P1":{"crouch":11,"heavy_kick":11,"heavy_punch":9,"jump":7,"left":8,"left_jump":3,"light_kick":6,"light_punch":5,"medium_kick":10,"medium_punch":9,"noop":10,"right":6,"right_jump":5},"P2":{"crouch":9,"heavy_kick":7,"heavy_punch":2,"jump":8,"left":3,"left_jump":8,"light_kick":13,"light_punch":9,"medium_kick":6,"medium_punch":8,"noop":7,"right":10,"right_jump":10}},"case_id":"sf3_val_external_002633","control_values":[[1,1]],"formal_ready":false,"frames":401,"hp_end":[140,114],"hp_start":[160,160],"input_audit":{"decisions_per_player":100,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":1200},"master_seed":20260920,"missing_formal_gates":["independent_formal_audit"],"native_input_audit":{"action_labels_describe":"issued external ports; filtered input is audit evidence","actor_tile_write_counts":[[4380,0],[5558,0]],"compared_words":[0,1,3],"engine_filtered_ticks":[72,84,276,432,528,696,780,816,888,1044,1152],"exact":true,"filter_state_mismatched_values":0,"first_post_filter_mismatch":null,"post_filter_mismatched_words":0,"pre_filter_mismatched_words":0,"primary_blend_pixels":0,"scope":"issued ports -> pre-SOCD words -> existing default filter -> consumed Cps3Input","socd_mode":[3,3],"ticks":1200},"native_transitions":1200,"npc_count":0,"player_seed_hex":["bcc2419198c16f08fcdd953fc2d82d9d99781c6b2d05b6d114a9994733de4934","01f2c01c1424d7ac5c098cf2c7b163ffcddf3c57ef443f50bb38810fedd03550"],"python":"3.8.20 (default, Oct  2 2024, 16:34:12) \n[Clang 18.1.8 ]","seconds":48.044593596830964,"segments":[{"end_native_transition":300,"hp_end":[140,160],"hp_start":[160,160],"index":0,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"reasons":[],"selected_for_encoding":false,"start_native_transition":0,"valid":true},{"end_native_transition":600,"hp_end":[140,126],"hp_start":[140,160],"index":1,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"reasons":[],"selected_for_encoding":false,"start_native_transition":300,"valid":true},{"end_native_transition":900,"hp_end":[140,126],"hp_start":[140,126],"index":2,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"reasons":[],"selected_for_encoding":false,"start_native_transition":600,"valid":true},{"body_labels":{"body_pixel_min":[2633,2336],"engine_ids":[33608076,33609060],"id_encoding":"RGB=(0,0,rank), rank1=P1, rank2=P2; background=0","mask_policy":"sf3_primary_character_body_only_v1","media":{"byte_size":981182,"codec":"ffv1","decoded_rgb24_matches_source":true,"fps":20,"frames":101,"height":480,"pixel_format":"bgr0","resize":"384x224 -> crop top=1 bottom=1 left=0 right=0 -> 384x222 -> 832x481 nearest-neighbor (uniform 13/6, non-integer scale) -> crop bottom=1 -> 832x480","spatial_transform":{"integer_upscale":false,"interpolation":"nearest-neighbor","native_crop_ltrb":[0,1,0,1],"native_size_wh":[384,224],"output_crop_ltrb":[0,0,0,1],"output_size_wh":[832,480],"resize_size_wh":[832,481],"scale_xy":[2.1666666666666665,2.1666666666666665],"source_index_xy":["floor(x * 384 / 832)","1 + floor(y * 222 / 481)"]},"width":832}},"end_native_transition":1200,"hp_end":[140,114],"hp_start":[140,126],"index":3,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"media":{"byte_size":6793140,"codec":"ffv1","decoded_rgb24_matches_source":true,"fps":20,"frames":101,"height":480,"pixel_format":"bgr0","resize":"384x224 -> crop top=1 bottom=1 left=0 right=0 -> 384x222 -> 832x481 nearest-neighbor (uniform 13/6, non-integer scale) -> crop bottom=1 -> 832x480","spatial_transform":{"integer_upscale":false,"interpolation":"nearest-neighbor","native_crop_ltrb":[0,1,0,1],"native_size_wh":[384,224],"output_crop_ltrb":[0,0,0,1],"output_size_wh":[832,480],"resize_size_wh":[832,481],"scale_xy":[2.1666666666666665,2.1666666666666665],"source_index_xy":["floor(x * 384 / 832)","1 + floor(y * 222 / 481)"]},"width":832},"reasons":[],"selected_for_encoding":true,"start_native_transition":900,"valid":true}],"setup":{"boot":"fresh linear normal 2P boot; no RAM writes; no get_state/set_state","boundary_policy":"phase2_transition_linear_external_v1","core":{"package":"../../../../../generator/retro/stable_retro/__init__.py","path":"../../../../../generator/core/fbneo_libretro.so","stable_retro":"0.9.9"},"expected_character_ids":[5,3],"initial_completed_native_transitions":2423,"initial_state":{"actor_hp":[160,160],"actor_state_words":[[3,0,1,1],[3,0,1,1]],"characters":[5,3],"command_words_observed":[0,0],"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[412,608],"object_y_candidate":[0,0],"round_phase":131072,"stage_id":3,"stage_round_variant":0,"stage_scene_resource":5,"timer":99},"integration_files":{"data.json":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002633_attempt0000/integration/Sf3-Arcade/data.json"},"metadata.json":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002633_attempt0000/integration/Sf3-Arcade/metadata.json"},"original_rom":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002633_attempt0000/integration/Sf3-Arcade/sfiii.zip"},"rom":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002633_attempt0000/integration/Sf3-Arcade/rom.zip"},"scenario.json":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002633_attempt0000/integration/Sf3-Arcade/scenario.json"}},"phase_transitions":[{"actor_hp":[160,160],"actor_state_words":[[1,0,0,0],[1,0,0,0]],"characters":[5,3],"command_words_observed":[0,0],"completed_native_transitions":2088,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[0,0],"hp":[160,160],"object_x_candidate":[0,0],"object_y_candidate":[0,0],"round_phase":65536,"stage_id":3,"stage_round_variant":0,"stage_scene_resource":5,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[2,0,0,1],[2,0,0,2]],"characters":[5,3],"command_words_observed":[0,0],"completed_native_transitions":2112,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,1],"hp":[160,160],"object_x_candidate":[324,585],"object_y_candidate":[132,188],"round_phase":65537,"stage_id":3,"stage_round_variant":0,"stage_scene_resource":5,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[2,0,0,1],[2,0,0,3]],"characters":[5,3],"command_words_observed":[0,0],"completed_native_transitions":2120,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,1],"hp":[160,160],"object_x_candidate":[353,579],"object_y_candidate":[116,230],"round_phase":65538,"stage_id":3,"stage_round_variant":0,"stage_scene_resource":5,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[2,0,0,1],[2,0,0,3]],"characters":[5,3],"command_words_observed":[0,0],"completed_native_transitions":2121,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,1],"hp":[160,160],"object_x_candidate":[357,578],"object_y_candidate":[112,236],"round_phase":65539,"stage_id":3,"stage_round_variant":0,"stage_scene_resource":5,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[3,0,1,1],[2,0,1,0]],"characters":[5,3],"command_words_observed":[0,0],"completed_native_transitions":2315,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[412,608],"object_y_candidate":[0,0],"round_phase":65540,"stage_id":3,"stage_round_variant":0,"stage_scene_resource":5,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[3,0,1,1],[3,0,1,1]],"characters":[5,3],"command_words_observed":[0,0],"completed_native_transitions":2423,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[412,608],"object_y_candidate":[0,0],"round_phase":131072,"stage_id":3,"stage_round_variant":0,"stage_scene_resource":5,"timer":99}],"requested_characters":["necro","yun"],"timing":"transition output is t0; next step consumes input tick 0"},"source_episode_id":"sf3_val_external_002633_attempt0000","source_mode":"independent_uniform_random","status":"UNCOMMITTED_FORMAL_CANDIDATE","stored_input_audit":{"decisions_per_player":100,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":1200},"subjects":[{"character":"necro","handle":"P1","native_slot":0,"role":"external_player"},{"character":"yun","handle":"P2","native_slot":1,"role":"external_player"}],"utc":"2026-09-20T08:16:41.602763+00:00","valid_segments":4}
diff --git a/SF3/dataset/npc0/val/sources/sf3_val_external_002634_attempt0000/action_protocol.json b/SF3/dataset/npc0/val/sources/sf3_val_external_002634_attempt0000/action_protocol.json
new file mode 100644
index 0000000000000000000000000000000000000000..9d42acc405e15e3119ccead42ae18332b5eecd88
--- /dev/null
+++ b/SF3/dataset/npc0/val/sources/sf3_val_external_002634_attempt0000/action_protocol.json
@@ -0,0 +1,1999 @@
+{
+  "actions": [
+    {
+      "id": 0,
+      "name": "noop",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Release all buttons for 12 game ticks."
+    },
+    {
+      "id": 1,
+      "name": "left",
+      "template": [
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-left for 12 game ticks."
+    },
+    {
+      "id": 2,
+      "name": "right",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-right for 12 game ticks."
+    },
+    {
+      "id": 3,
+      "name": "jump",
+      "template": [
+        [
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press up for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 4,
+      "name": "crouch",
+      "template": [
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold down to crouch for 12 game ticks."
+    },
+    {
+      "id": 5,
+      "name": "light_punch",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press light punch for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 6,
+      "name": "medium_punch",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press medium punch for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 7,
+      "name": "heavy_punch",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press heavy punch for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 8,
+      "name": "light_kick",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press light kick for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 9,
+      "name": "medium_kick",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press medium kick for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 10,
+      "name": "heavy_kick",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press heavy kick for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 11,
+      "name": "left_jump",
+      "template": [
+        [
+          1,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-left for 12 game ticks and press up during the first 3 game ticks."
+    },
+    {
+      "id": 12,
+      "name": "right_jump",
+      "template": [
+        [
+          1,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-right for 12 game ticks and press up during the first 3 game ticks."
+    }
+  ],
+  "block_ticks": 12,
+  "combat_buttons": [
+    "UP",
+    "DOWN",
+    "LEFT",
+    "RIGHT",
+    "A",
+    "Y",
+    "X",
+    "B",
+    "C",
+    "Z"
+  ],
+  "direction_semantics": "absolute screen LEFT/RIGHT",
+  "native_fps": 60,
+  "port_buttons_per_player": [
+    "B",
+    "A",
+    "MODE",
+    "START",
+    "UP",
+    "DOWN",
+    "LEFT",
+    "RIGHT",
+    "C",
+    "Y",
+    "X",
+    "Z"
+  ],
+  "press_ticks": 3,
+  "sampling": "independent PCG64 streams per source episode and player; uniform 1/13; repeats allowed",
+  "version": "sf3_external_12tick_v1"
+}
diff --git a/SF3/dataset/npc0/val/sources/sf3_val_external_002634_attempt0000/report.json b/SF3/dataset/npc0/val/sources/sf3_val_external_002634_attempt0000/report.json
new file mode 100644
index 0000000000000000000000000000000000000000..05d36cc7a3c57b815c33a256b4d063c83ac70ef5
--- /dev/null
+++ b/SF3/dataset/npc0/val/sources/sf3_val_external_002634_attempt0000/report.json
@@ -0,0 +1 @@
+{"action_counts":{"P1":{"crouch":9,"heavy_kick":6,"heavy_punch":7,"jump":7,"left":3,"left_jump":8,"light_kick":8,"light_punch":8,"medium_kick":9,"medium_punch":10,"noop":12,"right":7,"right_jump":6},"P2":{"crouch":6,"heavy_kick":16,"heavy_punch":13,"jump":8,"left":4,"left_jump":4,"light_kick":13,"light_punch":4,"medium_kick":5,"medium_punch":9,"noop":5,"right":6,"right_jump":7}},"case_id":"sf3_val_external_002634","control_values":[[1,1]],"formal_ready":false,"frames":401,"hp_end":[58,111],"hp_start":[160,160],"input_audit":{"decisions_per_player":100,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":1200},"master_seed":20260920,"missing_formal_gates":["independent_formal_audit"],"native_input_audit":{"action_labels_describe":"issued external ports; filtered input is audit evidence","actor_tile_write_counts":[[5628,0],[6586,0]],"compared_words":[0,1,3],"engine_filtered_ticks":[84,132,360,456,468,612,624,708],"exact":true,"filter_state_mismatched_values":0,"first_post_filter_mismatch":null,"post_filter_mismatched_words":0,"pre_filter_mismatched_words":0,"primary_blend_pixels":0,"scope":"issued ports -> pre-SOCD words -> existing default filter -> consumed Cps3Input","socd_mode":[3,3],"ticks":1200},"native_transitions":1200,"npc_count":0,"player_seed_hex":["ac42c1c4c542b689760d88daec5c4392cad446e42b2cf7ff29cb0b03898d6a8d","f5619f9c74df84e4af83ab6daa8f65dbf21c9b4fd5acf9c6c4177d558002d8e0"],"python":"3.8.20 (default, Oct  2 2024, 16:34:12) \n[Clang 18.1.8 ]","seconds":51.68424760736525,"segments":[{"end_native_transition":300,"hp_end":[160,150],"hp_start":[160,160],"index":0,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"reasons":[],"selected_for_encoding":false,"start_native_transition":0,"valid":true},{"end_native_transition":600,"hp_end":[110,132],"hp_start":[160,150],"index":1,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"reasons":[],"selected_for_encoding":false,"start_native_transition":300,"valid":true},{"body_labels":{"body_pixel_min":[1640,2214],"engine_ids":[33608076,33609060],"id_encoding":"RGB=(0,0,rank), rank1=P1, rank2=P2; background=0","mask_policy":"sf3_primary_character_body_only_v1","media":{"byte_size":994340,"codec":"ffv1","decoded_rgb24_matches_source":true,"fps":20,"frames":101,"height":480,"pixel_format":"bgr0","resize":"384x224 -> crop top=1 bottom=1 left=0 right=0 -> 384x222 -> 832x481 nearest-neighbor (uniform 13/6, non-integer scale) -> crop bottom=1 -> 832x480","spatial_transform":{"integer_upscale":false,"interpolation":"nearest-neighbor","native_crop_ltrb":[0,1,0,1],"native_size_wh":[384,224],"output_crop_ltrb":[0,0,0,1],"output_size_wh":[832,480],"resize_size_wh":[832,481],"scale_xy":[2.1666666666666665,2.1666666666666665],"source_index_xy":["floor(x * 384 / 832)","1 + floor(y * 222 / 481)"]},"width":832}},"end_native_transition":900,"hp_end":[84,111],"hp_start":[110,132],"index":2,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"media":{"byte_size":7274413,"codec":"ffv1","decoded_rgb24_matches_source":true,"fps":20,"frames":101,"height":480,"pixel_format":"bgr0","resize":"384x224 -> crop top=1 bottom=1 left=0 right=0 -> 384x222 -> 832x481 nearest-neighbor (uniform 13/6, non-integer scale) -> crop bottom=1 -> 832x480","spatial_transform":{"integer_upscale":false,"interpolation":"nearest-neighbor","native_crop_ltrb":[0,1,0,1],"native_size_wh":[384,224],"output_crop_ltrb":[0,0,0,1],"output_size_wh":[832,480],"resize_size_wh":[832,481],"scale_xy":[2.1666666666666665,2.1666666666666665],"source_index_xy":["floor(x * 384 / 832)","1 + floor(y * 222 / 481)"]},"width":832},"reasons":[],"selected_for_encoding":true,"start_native_transition":600,"valid":true},{"end_native_transition":1200,"hp_end":[58,111],"hp_start":[84,111],"index":3,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"reasons":[],"selected_for_encoding":false,"start_native_transition":900,"valid":true}],"setup":{"boot":"fresh linear normal 2P boot; no RAM writes; no get_state/set_state","boundary_policy":"phase2_transition_linear_external_v1","core":{"package":"../../../../../generator/retro/stable_retro/__init__.py","path":"../../../../../generator/core/fbneo_libretro.so","stable_retro":"0.9.9"},"expected_character_ids":[9,4],"initial_completed_native_transitions":2405,"initial_state":{"actor_hp":[160,160],"actor_state_words":[[3,0,1,1],[3,0,1,1]],"characters":[9,4],"command_words_observed":[0,0],"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[-95,96],"object_y_candidate":[0,0],"round_phase":131072,"stage_id":4,"stage_round_variant":0,"stage_scene_resource":7,"timer":99},"integration_files":{"data.json":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002634_attempt0000/integration/Sf3-Arcade/data.json"},"metadata.json":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002634_attempt0000/integration/Sf3-Arcade/metadata.json"},"original_rom":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002634_attempt0000/integration/Sf3-Arcade/sfiii.zip"},"rom":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002634_attempt0000/integration/Sf3-Arcade/rom.zip"},"scenario.json":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002634_attempt0000/integration/Sf3-Arcade/scenario.json"}},"phase_transitions":[{"actor_hp":[160,160],"actor_state_words":[[1,0,0,0],[1,0,0,0]],"characters":[9,4],"command_words_observed":[0,0],"completed_native_transitions":2151,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[0,0],"hp":[160,160],"object_x_candidate":[0,0],"object_y_candidate":[0,0],"round_phase":65536,"stage_id":4,"stage_round_variant":0,"stage_scene_resource":7,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[2,0,0,1],[2,0,0,2]],"characters":[9,4],"command_words_observed":[0,0],"completed_native_transitions":2176,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[-190,96],"object_y_candidate":[0,0],"round_phase":65537,"stage_id":4,"stage_round_variant":0,"stage_scene_resource":7,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[2,0,0,1],[2,0,0,3]],"characters":[9,4],"command_words_observed":[0,0],"completed_native_transitions":2184,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[-178,96],"object_y_candidate":[0,0],"round_phase":65538,"stage_id":4,"stage_round_variant":0,"stage_scene_resource":7,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[2,0,0,1],[2,0,0,3]],"characters":[9,4],"command_words_observed":[0,0],"completed_native_transitions":2185,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[-176,96],"object_y_candidate":[0,0],"round_phase":65539,"stage_id":4,"stage_round_variant":0,"stage_scene_resource":7,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[3,0,1,1],[2,0,1,0]],"characters":[9,4],"command_words_observed":[0,0],"completed_native_transitions":2297,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[-95,96],"object_y_candidate":[0,0],"round_phase":65540,"stage_id":4,"stage_round_variant":0,"stage_scene_resource":7,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[3,0,1,1],[3,0,1,1]],"characters":[9,4],"command_words_observed":[0,0],"completed_native_transitions":2405,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[-95,96],"object_y_candidate":[0,0],"round_phase":131072,"stage_id":4,"stage_round_variant":0,"stage_scene_resource":7,"timer":99}],"requested_characters":["oro","dudley"],"timing":"transition output is t0; next step consumes input tick 0"},"source_episode_id":"sf3_val_external_002634_attempt0000","source_mode":"independent_uniform_random","status":"UNCOMMITTED_FORMAL_CANDIDATE","stored_input_audit":{"decisions_per_player":100,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":1200},"subjects":[{"character":"oro","handle":"P1","native_slot":0,"role":"external_player"},{"character":"dudley","handle":"P2","native_slot":1,"role":"external_player"}],"utc":"2026-09-20T08:58:22.700301+00:00","valid_segments":4}
diff --git a/SF3/dataset/npc0/val/sources/sf3_val_external_002635_attempt0000/action_protocol.json b/SF3/dataset/npc0/val/sources/sf3_val_external_002635_attempt0000/action_protocol.json
new file mode 100644
index 0000000000000000000000000000000000000000..9d42acc405e15e3119ccead42ae18332b5eecd88
--- /dev/null
+++ b/SF3/dataset/npc0/val/sources/sf3_val_external_002635_attempt0000/action_protocol.json
@@ -0,0 +1,1999 @@
+{
+  "actions": [
+    {
+      "id": 0,
+      "name": "noop",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Release all buttons for 12 game ticks."
+    },
+    {
+      "id": 1,
+      "name": "left",
+      "template": [
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-left for 12 game ticks."
+    },
+    {
+      "id": 2,
+      "name": "right",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-right for 12 game ticks."
+    },
+    {
+      "id": 3,
+      "name": "jump",
+      "template": [
+        [
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press up for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 4,
+      "name": "crouch",
+      "template": [
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold down to crouch for 12 game ticks."
+    },
+    {
+      "id": 5,
+      "name": "light_punch",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press light punch for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 6,
+      "name": "medium_punch",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press medium punch for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 7,
+      "name": "heavy_punch",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press heavy punch for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 8,
+      "name": "light_kick",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press light kick for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 9,
+      "name": "medium_kick",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press medium kick for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 10,
+      "name": "heavy_kick",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press heavy kick for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 11,
+      "name": "left_jump",
+      "template": [
+        [
+          1,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-left for 12 game ticks and press up during the first 3 game ticks."
+    },
+    {
+      "id": 12,
+      "name": "right_jump",
+      "template": [
+        [
+          1,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-right for 12 game ticks and press up during the first 3 game ticks."
+    }
+  ],
+  "block_ticks": 12,
+  "combat_buttons": [
+    "UP",
+    "DOWN",
+    "LEFT",
+    "RIGHT",
+    "A",
+    "Y",
+    "X",
+    "B",
+    "C",
+    "Z"
+  ],
+  "direction_semantics": "absolute screen LEFT/RIGHT",
+  "native_fps": 60,
+  "port_buttons_per_player": [
+    "B",
+    "A",
+    "MODE",
+    "START",
+    "UP",
+    "DOWN",
+    "LEFT",
+    "RIGHT",
+    "C",
+    "Y",
+    "X",
+    "Z"
+  ],
+  "press_ticks": 3,
+  "sampling": "independent PCG64 streams per source episode and player; uniform 1/13; repeats allowed",
+  "version": "sf3_external_12tick_v1"
+}
diff --git a/SF3/dataset/npc0/val/sources/sf3_val_external_002635_attempt0000/report.json b/SF3/dataset/npc0/val/sources/sf3_val_external_002635_attempt0000/report.json
new file mode 100644
index 0000000000000000000000000000000000000000..e3007a01eb244336d2ea7cbdcf99afccef9eddf5
--- /dev/null
+++ b/SF3/dataset/npc0/val/sources/sf3_val_external_002635_attempt0000/report.json
@@ -0,0 +1 @@
+{"action_counts":{"P1":{"crouch":13,"heavy_kick":4,"heavy_punch":5,"jump":8,"left":7,"left_jump":9,"light_kick":6,"light_punch":7,"medium_kick":8,"medium_punch":10,"noop":7,"right":10,"right_jump":6},"P2":{"crouch":11,"heavy_kick":4,"heavy_punch":7,"jump":5,"left":7,"left_jump":7,"light_kick":12,"light_punch":8,"medium_kick":6,"medium_punch":15,"noop":6,"right":5,"right_jump":7}},"case_id":"sf3_val_external_002635","control_values":[[1,1]],"formal_ready":false,"frames":401,"hp_end":[119,105],"hp_start":[160,160],"input_audit":{"decisions_per_player":100,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":1200},"master_seed":20260920,"missing_formal_gates":["independent_formal_audit"],"native_input_audit":{"action_labels_describe":"issued external ports; filtered input is audit evidence","actor_tile_write_counts":[[5410,0],[4732,0]],"compared_words":[0,1,3],"engine_filtered_ticks":[120,264,384,396,636,936,960,1008],"exact":true,"filter_state_mismatched_values":0,"first_post_filter_mismatch":null,"post_filter_mismatched_words":0,"pre_filter_mismatched_words":0,"primary_blend_pixels":0,"scope":"issued ports -> pre-SOCD words -> existing default filter -> consumed Cps3Input","socd_mode":[3,3],"ticks":1200},"native_transitions":1200,"npc_count":0,"player_seed_hex":["9069491a26e27a93e6c9acf715b1105d25bec46b3e8fed70362111e3bbd63022","a3a77dd20c747b1955c3d134f1409f9f11235564beb2907504698e4b3b68e3d5"],"python":"3.8.20 (default, Oct  2 2024, 16:34:12) \n[Clang 18.1.8 ]","seconds":47.816929560154676,"segments":[{"body_labels":{"body_pixel_min":[99,1553],"engine_ids":[33608076,33609060],"id_encoding":"RGB=(0,0,rank), rank1=P1, rank2=P2; background=0","mask_policy":"sf3_primary_character_body_only_v1","media":{"byte_size":984352,"codec":"ffv1","decoded_rgb24_matches_source":true,"fps":20,"frames":101,"height":480,"pixel_format":"bgr0","resize":"384x224 -> crop top=1 bottom=1 left=0 right=0 -> 384x222 -> 832x481 nearest-neighbor (uniform 13/6, non-integer scale) -> crop bottom=1 -> 832x480","spatial_transform":{"integer_upscale":false,"interpolation":"nearest-neighbor","native_crop_ltrb":[0,1,0,1],"native_size_wh":[384,224],"output_crop_ltrb":[0,0,0,1],"output_size_wh":[832,480],"resize_size_wh":[832,481],"scale_xy":[2.1666666666666665,2.1666666666666665],"source_index_xy":["floor(x * 384 / 832)","1 + floor(y * 222 / 481)"]},"width":832}},"end_native_transition":300,"hp_end":[148,136],"hp_start":[160,160],"index":0,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"media":{"byte_size":7337380,"codec":"ffv1","decoded_rgb24_matches_source":true,"fps":20,"frames":101,"height":480,"pixel_format":"bgr0","resize":"384x224 -> crop top=1 bottom=1 left=0 right=0 -> 384x222 -> 832x481 nearest-neighbor (uniform 13/6, non-integer scale) -> crop bottom=1 -> 832x480","spatial_transform":{"integer_upscale":false,"interpolation":"nearest-neighbor","native_crop_ltrb":[0,1,0,1],"native_size_wh":[384,224],"output_crop_ltrb":[0,0,0,1],"output_size_wh":[832,480],"resize_size_wh":[832,481],"scale_xy":[2.1666666666666665,2.1666666666666665],"source_index_xy":["floor(x * 384 / 832)","1 + floor(y * 222 / 481)"]},"width":832},"reasons":[],"selected_for_encoding":true,"start_native_transition":0,"valid":true},{"end_native_transition":600,"hp_end":[148,122],"hp_start":[148,136],"index":1,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"reasons":[],"selected_for_encoding":false,"start_native_transition":300,"valid":true},{"end_native_transition":900,"hp_end":[119,122],"hp_start":[148,122],"index":2,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"reasons":[],"selected_for_encoding":false,"start_native_transition":600,"valid":true},{"end_native_transition":1200,"hp_end":[119,105],"hp_start":[119,122],"index":3,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"reasons":[],"selected_for_encoding":false,"start_native_transition":900,"valid":true}],"setup":{"boot":"fresh linear normal 2P boot; no RAM writes; no get_state/set_state","boundary_policy":"phase2_transition_linear_external_v1","core":{"package":"../../../../../generator/retro/stable_retro/__init__.py","path":"../../../../../generator/core/fbneo_libretro.so","stable_retro":"0.9.9"},"expected_character_ids":[9,7],"initial_completed_native_transitions":2374,"initial_state":{"actor_hp":[160,160],"actor_state_words":[[3,0,1,1],[3,0,1,1]],"characters":[9,7],"command_words_observed":[0,0],"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[417,608],"object_y_candidate":[0,0],"round_phase":131072,"stage_id":7,"stage_round_variant":0,"stage_scene_resource":11,"timer":99},"integration_files":{"data.json":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002635_attempt0000/integration/Sf3-Arcade/data.json"},"metadata.json":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002635_attempt0000/integration/Sf3-Arcade/metadata.json"},"original_rom":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002635_attempt0000/integration/Sf3-Arcade/sfiii.zip"},"rom":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002635_attempt0000/integration/Sf3-Arcade/rom.zip"},"scenario.json":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002635_attempt0000/integration/Sf3-Arcade/scenario.json"}},"phase_transitions":[{"actor_hp":[160,160],"actor_state_words":[[1,0,0,0],[1,0,0,0]],"characters":[9,7],"command_words_observed":[0,0],"completed_native_transitions":2142,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[0,0],"hp":[160,160],"object_x_candidate":[0,0],"object_y_candidate":[0,0],"round_phase":65536,"stage_id":7,"stage_round_variant":0,"stage_scene_resource":11,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[2,0,0,1],[2,0,0,3]],"characters":[9,7],"command_words_observed":[0,0],"completed_native_transitions":2166,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[322,608],"object_y_candidate":[0,0],"round_phase":65537,"stage_id":7,"stage_round_variant":0,"stage_scene_resource":11,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[2,0,0,1],[2,0,0,3]],"characters":[9,7],"command_words_observed":[0,0],"completed_native_transitions":2175,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[334,608],"object_y_candidate":[0,0],"round_phase":65538,"stage_id":7,"stage_round_variant":0,"stage_scene_resource":11,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[2,0,0,1],[2,0,0,3]],"characters":[9,7],"command_words_observed":[0,0],"completed_native_transitions":2176,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[336,608],"object_y_candidate":[0,0],"round_phase":65539,"stage_id":7,"stage_round_variant":0,"stage_scene_resource":11,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[3,0,1,1],[2,0,1,0]],"characters":[9,7],"command_words_observed":[0,0],"completed_native_transitions":2266,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[417,608],"object_y_candidate":[0,0],"round_phase":65540,"stage_id":7,"stage_round_variant":0,"stage_scene_resource":11,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[3,0,1,1],[3,0,1,1]],"characters":[9,7],"command_words_observed":[0,0],"completed_native_transitions":2374,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[417,608],"object_y_candidate":[0,0],"round_phase":131072,"stage_id":7,"stage_round_variant":0,"stage_scene_resource":11,"timer":99}],"requested_characters":["oro","ibuki"],"timing":"transition output is t0; next step consumes input tick 0"},"source_episode_id":"sf3_val_external_002635_attempt0000","source_mode":"independent_uniform_random","status":"UNCOMMITTED_FORMAL_CANDIDATE","stored_input_audit":{"decisions_per_player":100,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":1200},"subjects":[{"character":"oro","handle":"P1","native_slot":0,"role":"external_player"},{"character":"ibuki","handle":"P2","native_slot":1,"role":"external_player"}],"utc":"2026-09-20T09:00:38.616873+00:00","valid_segments":4}
diff --git a/SF3/dataset/npc0/val/sources/sf3_val_external_002637_attempt0000/action_protocol.json b/SF3/dataset/npc0/val/sources/sf3_val_external_002637_attempt0000/action_protocol.json
new file mode 100644
index 0000000000000000000000000000000000000000..9d42acc405e15e3119ccead42ae18332b5eecd88
--- /dev/null
+++ b/SF3/dataset/npc0/val/sources/sf3_val_external_002637_attempt0000/action_protocol.json
@@ -0,0 +1,1999 @@
+{
+  "actions": [
+    {
+      "id": 0,
+      "name": "noop",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Release all buttons for 12 game ticks."
+    },
+    {
+      "id": 1,
+      "name": "left",
+      "template": [
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-left for 12 game ticks."
+    },
+    {
+      "id": 2,
+      "name": "right",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-right for 12 game ticks."
+    },
+    {
+      "id": 3,
+      "name": "jump",
+      "template": [
+        [
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press up for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 4,
+      "name": "crouch",
+      "template": [
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold down to crouch for 12 game ticks."
+    },
+    {
+      "id": 5,
+      "name": "light_punch",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press light punch for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 6,
+      "name": "medium_punch",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press medium punch for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 7,
+      "name": "heavy_punch",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press heavy punch for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 8,
+      "name": "light_kick",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press light kick for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 9,
+      "name": "medium_kick",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press medium kick for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 10,
+      "name": "heavy_kick",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press heavy kick for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 11,
+      "name": "left_jump",
+      "template": [
+        [
+          1,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-left for 12 game ticks and press up during the first 3 game ticks."
+    },
+    {
+      "id": 12,
+      "name": "right_jump",
+      "template": [
+        [
+          1,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-right for 12 game ticks and press up during the first 3 game ticks."
+    }
+  ],
+  "block_ticks": 12,
+  "combat_buttons": [
+    "UP",
+    "DOWN",
+    "LEFT",
+    "RIGHT",
+    "A",
+    "Y",
+    "X",
+    "B",
+    "C",
+    "Z"
+  ],
+  "direction_semantics": "absolute screen LEFT/RIGHT",
+  "native_fps": 60,
+  "port_buttons_per_player": [
+    "B",
+    "A",
+    "MODE",
+    "START",
+    "UP",
+    "DOWN",
+    "LEFT",
+    "RIGHT",
+    "C",
+    "Y",
+    "X",
+    "Z"
+  ],
+  "press_ticks": 3,
+  "sampling": "independent PCG64 streams per source episode and player; uniform 1/13; repeats allowed",
+  "version": "sf3_external_12tick_v1"
+}
diff --git a/SF3/dataset/npc0/val/sources/sf3_val_external_002637_attempt0000/report.json b/SF3/dataset/npc0/val/sources/sf3_val_external_002637_attempt0000/report.json
new file mode 100644
index 0000000000000000000000000000000000000000..28272a4c9b5e23b5d20c54e1478682bf6d23c930
--- /dev/null
+++ b/SF3/dataset/npc0/val/sources/sf3_val_external_002637_attempt0000/report.json
@@ -0,0 +1 @@
+{"action_counts":{"P1":{"crouch":7,"heavy_kick":11,"heavy_punch":5,"jump":10,"left":12,"left_jump":6,"light_kick":11,"light_punch":6,"medium_kick":10,"medium_punch":5,"noop":6,"right":3,"right_jump":8},"P2":{"crouch":8,"heavy_kick":7,"heavy_punch":3,"jump":9,"left":9,"left_jump":6,"light_kick":7,"light_punch":7,"medium_kick":9,"medium_punch":14,"noop":4,"right":8,"right_jump":9}},"case_id":"sf3_val_external_002637","control_values":[[1,1]],"formal_ready":false,"frames":401,"hp_end":[126,50],"hp_start":[160,160],"input_audit":{"decisions_per_player":100,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":1200},"master_seed":20260920,"missing_formal_gates":["independent_formal_audit"],"native_input_audit":{"action_labels_describe":"issued external ports; filtered input is audit evidence","actor_tile_write_counts":[[5629,0],[4078,0]],"compared_words":[0,1,3],"engine_filtered_ticks":[84,168,180,216,264,408,756,804,816,840,852,984,1092,1116],"exact":true,"filter_state_mismatched_values":0,"first_post_filter_mismatch":null,"post_filter_mismatched_words":0,"pre_filter_mismatched_words":0,"primary_blend_pixels":0,"scope":"issued ports -> pre-SOCD words -> existing default filter -> consumed Cps3Input","socd_mode":[3,3],"ticks":1200},"native_transitions":1200,"npc_count":0,"player_seed_hex":["d7774f157aaa1419017d603ec7673bcb4bf28bb196a58c6e54fb684023e1a405","7002d84f93dc7ff51b63c985876f2a5d286c329bbd1dc1df0a4a183d142e65ec"],"python":"3.8.20 (default, Oct  2 2024, 16:34:12) \n[Clang 18.1.8 ]","seconds":48.19176771864295,"segments":[{"end_native_transition":300,"hp_end":[160,142],"hp_start":[160,160],"index":0,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"reasons":[],"selected_for_encoding":false,"start_native_transition":0,"valid":true},{"end_native_transition":600,"hp_end":[138,124],"hp_start":[160,142],"index":1,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"reasons":[],"selected_for_encoding":false,"start_native_transition":300,"valid":true},{"body_labels":{"body_pixel_min":[2694,965],"engine_ids":[33608076,33609060],"id_encoding":"RGB=(0,0,rank), rank1=P1, rank2=P2; 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no RAM writes; no get_state/set_state","boundary_policy":"phase2_transition_linear_external_v1","core":{"package":"../../../../../generator/retro/stable_retro/__init__.py","path":"../../../../../generator/core/fbneo_libretro.so","stable_retro":"0.9.9"},"expected_character_ids":[9,5],"initial_completed_native_transitions":2343,"initial_state":{"actor_hp":[160,160],"actor_state_words":[[3,0,1,1],[3,0,1,1]],"characters":[9,5],"command_words_observed":[0,0],"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[417,607],"object_y_candidate":[0,0],"round_phase":131072,"stage_id":5,"stage_round_variant":0,"stage_scene_resource":9,"timer":99},"integration_files":{"data.json":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002637_attempt0000/integration/Sf3-Arcade/data.json"},"metadata.json":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002637_attempt0000/integration/Sf3-Arcade/metadata.json"},"original_rom":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002637_attempt0000/integration/Sf3-Arcade/sfiii.zip"},"rom":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002637_attempt0000/integration/Sf3-Arcade/rom.zip"},"scenario.json":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002637_attempt0000/integration/Sf3-Arcade/scenario.json"}},"phase_transitions":[{"actor_hp":[160,160],"actor_state_words":[[1,0,0,0],[1,0,0,0]],"characters":[9,5],"command_words_observed":[0,0],"completed_native_transitions":2148,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[0,0],"hp":[160,160],"object_x_candidate":[0,0],"object_y_candidate":[0,0],"round_phase":65536,"stage_id":5,"stage_round_variant":0,"stage_scene_resource":9,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[2,0,0,1],[2,0,0,3]],"characters":[9,5],"command_words_observed":[0,0],"completed_native_transitions":2172,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[322,622],"object_y_candidate":[0,0],"round_phase":65537,"stage_id":5,"stage_round_variant":0,"stage_scene_resource":9,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[2,0,0,1],[2,0,0,3]],"characters":[9,5],"command_words_observed":[0,0],"completed_native_transitions":2180,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[334,622],"object_y_candidate":[0,0],"round_phase":65538,"stage_id":5,"stage_round_variant":0,"stage_scene_resource":9,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[2,0,0,1],[2,0,0,3]],"characters":[9,5],"command_words_observed":[0,0],"completed_native_transitions":2181,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[336,622],"object_y_candidate":[0,0],"round_phase":65539,"stage_id":5,"stage_round_variant":0,"stage_scene_resource":9,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[2,0,0,2],[3,0,1,1]],"characters":[9,5],"command_words_observed":[0,0],"completed_native_transitions":2235,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[417,607],"object_y_candidate":[0,0],"round_phase":65540,"stage_id":5,"stage_round_variant":0,"stage_scene_resource":9,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[3,0,1,1],[3,0,1,1]],"characters":[9,5],"command_words_observed":[0,0],"completed_native_transitions":2343,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[417,607],"object_y_candidate":[0,0],"round_phase":131072,"stage_id":5,"stage_round_variant":0,"stage_scene_resource":9,"timer":99}],"requested_characters":["oro","necro"],"timing":"transition output is t0; next step consumes input tick 0"},"source_episode_id":"sf3_val_external_002637_attempt0000","source_mode":"independent_uniform_random","status":"UNCOMMITTED_FORMAL_CANDIDATE","stored_input_audit":{"decisions_per_player":100,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":1200},"subjects":[{"character":"oro","handle":"P1","native_slot":0,"role":"external_player"},{"character":"necro","handle":"P2","native_slot":1,"role":"external_player"}],"utc":"2026-09-20T08:49:59.949090+00:00","valid_segments":4}
diff --git a/SF3/dataset/npc0/val/sources/sf3_val_external_002638_attempt0000/action_protocol.json b/SF3/dataset/npc0/val/sources/sf3_val_external_002638_attempt0000/action_protocol.json
new file mode 100644
index 0000000000000000000000000000000000000000..9d42acc405e15e3119ccead42ae18332b5eecd88
--- /dev/null
+++ b/SF3/dataset/npc0/val/sources/sf3_val_external_002638_attempt0000/action_protocol.json
@@ -0,0 +1,1999 @@
+{
+  "actions": [
+    {
+      "id": 0,
+      "name": "noop",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Release all buttons for 12 game ticks."
+    },
+    {
+      "id": 1,
+      "name": "left",
+      "template": [
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-left for 12 game ticks."
+    },
+    {
+      "id": 2,
+      "name": "right",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-right for 12 game ticks."
+    },
+    {
+      "id": 3,
+      "name": "jump",
+      "template": [
+        [
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press up for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 4,
+      "name": "crouch",
+      "template": [
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold down to crouch for 12 game ticks."
+    },
+    {
+      "id": 5,
+      "name": "light_punch",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press light punch for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 6,
+      "name": "medium_punch",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press medium punch for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 7,
+      "name": "heavy_punch",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press heavy punch for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 8,
+      "name": "light_kick",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press light kick for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 9,
+      "name": "medium_kick",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press medium kick for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 10,
+      "name": "heavy_kick",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press heavy kick for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 11,
+      "name": "left_jump",
+      "template": [
+        [
+          1,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-left for 12 game ticks and press up during the first 3 game ticks."
+    },
+    {
+      "id": 12,
+      "name": "right_jump",
+      "template": [
+        [
+          1,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-right for 12 game ticks and press up during the first 3 game ticks."
+    }
+  ],
+  "block_ticks": 12,
+  "combat_buttons": [
+    "UP",
+    "DOWN",
+    "LEFT",
+    "RIGHT",
+    "A",
+    "Y",
+    "X",
+    "B",
+    "C",
+    "Z"
+  ],
+  "direction_semantics": "absolute screen LEFT/RIGHT",
+  "native_fps": 60,
+  "port_buttons_per_player": [
+    "B",
+    "A",
+    "MODE",
+    "START",
+    "UP",
+    "DOWN",
+    "LEFT",
+    "RIGHT",
+    "C",
+    "Y",
+    "X",
+    "Z"
+  ],
+  "press_ticks": 3,
+  "sampling": "independent PCG64 streams per source episode and player; uniform 1/13; repeats allowed",
+  "version": "sf3_external_12tick_v1"
+}
diff --git a/SF3/dataset/npc0/val/sources/sf3_val_external_002638_attempt0000/report.json b/SF3/dataset/npc0/val/sources/sf3_val_external_002638_attempt0000/report.json
new file mode 100644
index 0000000000000000000000000000000000000000..2f5f8a5ccca48713ea5cdb16c516796a7ef27a5f
--- /dev/null
+++ b/SF3/dataset/npc0/val/sources/sf3_val_external_002638_attempt0000/report.json
@@ -0,0 +1 @@
+{"action_counts":{"P1":{"crouch":6,"heavy_kick":7,"heavy_punch":6,"jump":11,"left":8,"left_jump":9,"light_kick":6,"light_punch":7,"medium_kick":12,"medium_punch":8,"noop":9,"right":5,"right_jump":6},"P2":{"crouch":6,"heavy_kick":4,"heavy_punch":7,"jump":7,"left":13,"left_jump":10,"light_kick":6,"light_punch":9,"medium_kick":2,"medium_punch":7,"noop":10,"right":8,"right_jump":11}},"case_id":"sf3_val_external_002638","control_values":[[1,1]],"formal_ready":false,"frames":401,"hp_end":[114,57],"hp_start":[160,160],"input_audit":{"decisions_per_player":100,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":1200},"master_seed":20260920,"missing_formal_gates":["independent_formal_audit"],"native_input_audit":{"action_labels_describe":"issued external ports; filtered input is audit evidence","actor_tile_write_counts":[[5511,0],[4919,0]],"compared_words":[0,1,3],"engine_filtered_ticks":[12,60,336,348,444,576,588,744,996,1080,1104],"exact":true,"filter_state_mismatched_values":0,"first_post_filter_mismatch":null,"post_filter_mismatched_words":0,"pre_filter_mismatched_words":0,"primary_blend_pixels":0,"scope":"issued ports -> pre-SOCD words -> existing default filter -> consumed Cps3Input","socd_mode":[3,3],"ticks":1200},"native_transitions":1200,"npc_count":0,"player_seed_hex":["2aa193b4c24ac1f45fc3fc92a00478973ee79caf183e19a7285436ce88e5e991","b8f7a9b89ea44ea5018ecda94f38c1009c9fe1880d6fc6e7d5ce4e0481e6e413"],"python":"3.8.20 (default, Oct  2 2024, 16:34:12) \n[Clang 18.1.8 ]","seconds":52.22256763279438,"segments":[{"end_native_transition":300,"hp_end":[143,143],"hp_start":[160,160],"index":0,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"reasons":[],"selected_for_encoding":false,"start_native_transition":0,"valid":true},{"end_native_transition":600,"hp_end":[143,100],"hp_start":[143,143],"index":1,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"reasons":[],"selected_for_encoding":false,"start_native_transition":300,"valid":true},{"end_native_transition":900,"hp_end":[124,69],"hp_start":[143,100],"index":2,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"reasons":[],"selected_for_encoding":false,"start_native_transition":600,"valid":true},{"body_labels":{"body_pixel_min":[1466,1838],"engine_ids":[33608076,33609060],"id_encoding":"RGB=(0,0,rank), rank1=P1, rank2=P2; background=0","mask_policy":"sf3_primary_character_body_only_v1","media":{"byte_size":988987,"codec":"ffv1","decoded_rgb24_matches_source":true,"fps":20,"frames":101,"height":480,"pixel_format":"bgr0","resize":"384x224 -> crop top=1 bottom=1 left=0 right=0 -> 384x222 -> 832x481 nearest-neighbor (uniform 13/6, non-integer scale) -> crop bottom=1 -> 832x480","spatial_transform":{"integer_upscale":false,"interpolation":"nearest-neighbor","native_crop_ltrb":[0,1,0,1],"native_size_wh":[384,224],"output_crop_ltrb":[0,0,0,1],"output_size_wh":[832,480],"resize_size_wh":[832,481],"scale_xy":[2.1666666666666665,2.1666666666666665],"source_index_xy":["floor(x * 384 / 832)","1 + floor(y * 222 / 481)"]},"width":832}},"end_native_transition":1200,"hp_end":[114,57],"hp_start":[124,69],"index":3,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"media":{"byte_size":7548797,"codec":"ffv1","decoded_rgb24_matches_source":true,"fps":20,"frames":101,"height":480,"pixel_format":"bgr0","resize":"384x224 -> crop top=1 bottom=1 left=0 right=0 -> 384x222 -> 832x481 nearest-neighbor (uniform 13/6, non-integer scale) -> crop bottom=1 -> 832x480","spatial_transform":{"integer_upscale":false,"interpolation":"nearest-neighbor","native_crop_ltrb":[0,1,0,1],"native_size_wh":[384,224],"output_crop_ltrb":[0,0,0,1],"output_size_wh":[832,480],"resize_size_wh":[832,481],"scale_xy":[2.1666666666666665,2.1666666666666665],"source_index_xy":["floor(x * 384 / 832)","1 + floor(y * 222 / 481)"]},"width":832},"reasons":[],"selected_for_encoding":true,"start_native_transition":900,"valid":true}],"setup":{"boot":"fresh linear normal 2P boot; no RAM writes; no get_state/set_state","boundary_policy":"phase2_transition_linear_external_v1","core":{"package":"../../../../../generator/retro/stable_retro/__init__.py","path":"../../../../../generator/core/fbneo_libretro.so","stable_retro":"0.9.9"},"expected_character_ids":[9,9],"initial_completed_native_transitions":2387,"initial_state":{"actor_hp":[160,160],"actor_state_words":[[3,0,1,1],[3,0,1,1]],"characters":[9,9],"command_words_observed":[0,0],"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[417,608],"object_y_candidate":[0,0],"round_phase":131072,"stage_id":9,"stage_round_variant":0,"stage_scene_resource":16,"timer":99},"integration_files":{"data.json":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002638_attempt0000/integration/Sf3-Arcade/data.json"},"metadata.json":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002638_attempt0000/integration/Sf3-Arcade/metadata.json"},"original_rom":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002638_attempt0000/integration/Sf3-Arcade/sfiii.zip"},"rom":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002638_attempt0000/integration/Sf3-Arcade/rom.zip"},"scenario.json":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002638_attempt0000/integration/Sf3-Arcade/scenario.json"}},"phase_transitions":[{"actor_hp":[160,160],"actor_state_words":[[1,0,0,0],[1,0,0,0]],"characters":[9,9],"command_words_observed":[0,0],"completed_native_transitions":2145,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[0,0],"hp":[160,160],"object_x_candidate":[0,0],"object_y_candidate":[0,0],"round_phase":65536,"stage_id":9,"stage_round_variant":0,"stage_scene_resource":16,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[2,0,0,1],[2,0,0,1]],"characters":[9,9],"command_words_observed":[0,0],"completed_native_transitions":2169,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[322,605],"object_y_candidate":[0,200],"round_phase":65537,"stage_id":9,"stage_round_variant":0,"stage_scene_resource":16,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[2,0,0,1],[2,0,0,1]],"characters":[9,9],"command_words_observed":[0,0],"completed_native_transitions":2177,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[334,607],"object_y_candidate":[0,200],"round_phase":65538,"stage_id":9,"stage_round_variant":0,"stage_scene_resource":16,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[2,0,0,1],[2,0,0,1]],"characters":[9,9],"command_words_observed":[0,0],"completed_native_transitions":2178,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[336,607],"object_y_candidate":[0,200],"round_phase":65539,"stage_id":9,"stage_round_variant":0,"stage_scene_resource":16,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[3,0,1,1],[2,0,0,4]],"characters":[9,9],"command_words_observed":[0,0],"completed_native_transitions":2279,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[417,608],"object_y_candidate":[0,0],"round_phase":65540,"stage_id":9,"stage_round_variant":0,"stage_scene_resource":16,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[3,0,1,1],[3,0,1,1]],"characters":[9,9],"command_words_observed":[0,0],"completed_native_transitions":2387,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[417,608],"object_y_candidate":[0,0],"round_phase":131072,"stage_id":9,"stage_round_variant":0,"stage_scene_resource":16,"timer":99}],"requested_characters":["oro","oro"],"timing":"transition output is t0; next step consumes input tick 0"},"source_episode_id":"sf3_val_external_002638_attempt0000","source_mode":"independent_uniform_random","status":"UNCOMMITTED_FORMAL_CANDIDATE","stored_input_audit":{"decisions_per_player":100,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":1200},"subjects":[{"character":"oro","handle":"P1","native_slot":0,"role":"external_player"},{"character":"oro","handle":"P2","native_slot":1,"role":"external_player"}],"utc":"2026-09-20T09:15:56.396471+00:00","valid_segments":4}
diff --git a/SF3/dataset/npc0/val/sources/sf3_val_external_002640_attempt0000/action_protocol.json b/SF3/dataset/npc0/val/sources/sf3_val_external_002640_attempt0000/action_protocol.json
new file mode 100644
index 0000000000000000000000000000000000000000..9d42acc405e15e3119ccead42ae18332b5eecd88
--- /dev/null
+++ b/SF3/dataset/npc0/val/sources/sf3_val_external_002640_attempt0000/action_protocol.json
@@ -0,0 +1,1999 @@
+{
+  "actions": [
+    {
+      "id": 0,
+      "name": "noop",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Release all buttons for 12 game ticks."
+    },
+    {
+      "id": 1,
+      "name": "left",
+      "template": [
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-left for 12 game ticks."
+    },
+    {
+      "id": 2,
+      "name": "right",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-right for 12 game ticks."
+    },
+    {
+      "id": 3,
+      "name": "jump",
+      "template": [
+        [
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press up for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 4,
+      "name": "crouch",
+      "template": [
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold down to crouch for 12 game ticks."
+    },
+    {
+      "id": 5,
+      "name": "light_punch",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press light punch for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 6,
+      "name": "medium_punch",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press medium punch for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 7,
+      "name": "heavy_punch",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press heavy punch for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 8,
+      "name": "light_kick",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press light kick for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 9,
+      "name": "medium_kick",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press medium kick for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 10,
+      "name": "heavy_kick",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press heavy kick for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 11,
+      "name": "left_jump",
+      "template": [
+        [
+          1,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-left for 12 game ticks and press up during the first 3 game ticks."
+    },
+    {
+      "id": 12,
+      "name": "right_jump",
+      "template": [
+        [
+          1,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-right for 12 game ticks and press up during the first 3 game ticks."
+    }
+  ],
+  "block_ticks": 12,
+  "combat_buttons": [
+    "UP",
+    "DOWN",
+    "LEFT",
+    "RIGHT",
+    "A",
+    "Y",
+    "X",
+    "B",
+    "C",
+    "Z"
+  ],
+  "direction_semantics": "absolute screen LEFT/RIGHT",
+  "native_fps": 60,
+  "port_buttons_per_player": [
+    "B",
+    "A",
+    "MODE",
+    "START",
+    "UP",
+    "DOWN",
+    "LEFT",
+    "RIGHT",
+    "C",
+    "Y",
+    "X",
+    "Z"
+  ],
+  "press_ticks": 3,
+  "sampling": "independent PCG64 streams per source episode and player; uniform 1/13; repeats allowed",
+  "version": "sf3_external_12tick_v1"
+}
diff --git a/SF3/dataset/npc0/val/sources/sf3_val_external_002640_attempt0000/report.json b/SF3/dataset/npc0/val/sources/sf3_val_external_002640_attempt0000/report.json
new file mode 100644
index 0000000000000000000000000000000000000000..9a29351581bb9ce87cc1a98d5b825823a3b71e0c
--- /dev/null
+++ b/SF3/dataset/npc0/val/sources/sf3_val_external_002640_attempt0000/report.json
@@ -0,0 +1 @@
+{"action_counts":{"P1":{"crouch":8,"heavy_kick":9,"heavy_punch":5,"jump":9,"left":4,"left_jump":6,"light_kick":6,"light_punch":4,"medium_kick":9,"medium_punch":8,"noop":11,"right":8,"right_jump":13},"P2":{"crouch":7,"heavy_kick":5,"heavy_punch":11,"jump":9,"left":8,"left_jump":8,"light_kick":12,"light_punch":6,"medium_kick":5,"medium_punch":9,"noop":9,"right":5,"right_jump":6}},"case_id":"sf3_val_external_002640","control_values":[[1,1]],"formal_ready":false,"frames":401,"hp_end":[32,113],"hp_start":[160,160],"input_audit":{"decisions_per_player":100,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":1200},"master_seed":20260920,"missing_formal_gates":["independent_formal_audit"],"native_input_audit":{"action_labels_describe":"issued external ports; filtered input is audit evidence","actor_tile_write_counts":[[5373,0],[5355,0]],"compared_words":[0,1,3],"engine_filtered_ticks":[12,84,312,336,372,528,600,624,816,840,864,996,1164,1176,1188],"exact":true,"filter_state_mismatched_values":0,"first_post_filter_mismatch":null,"post_filter_mismatched_words":0,"pre_filter_mismatched_words":0,"primary_blend_pixels":0,"scope":"issued ports -> pre-SOCD words -> existing default filter -> consumed Cps3Input","socd_mode":[3,3],"ticks":1200},"native_transitions":1200,"npc_count":0,"player_seed_hex":["061429049378d3379062aaf6817fd692fa988cd0615845b453a04f1ba928c087","4d3f92bc6d0bd6447a07f9f44ebc573a4bf2bc522023376b4d4d677a248baff0"],"python":"3.8.20 (default, Oct  2 2024, 16:34:12) \n[Clang 18.1.8 ]","seconds":51.53152417950332,"segments":[{"end_native_transition":300,"hp_end":[133,142],"hp_start":[160,160],"index":0,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"reasons":[],"selected_for_encoding":false,"start_native_transition":0,"valid":true},{"end_native_transition":600,"hp_end":[75,142],"hp_start":[133,142],"index":1,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"reasons":[],"selected_for_encoding":false,"start_native_transition":300,"valid":true},{"body_labels":{"body_pixel_min":[3009,1648],"engine_ids":[33608076,33609060],"id_encoding":"RGB=(0,0,rank), rank1=P1, rank2=P2; background=0","mask_policy":"sf3_primary_character_body_only_v1","media":{"byte_size":983151,"codec":"ffv1","decoded_rgb24_matches_source":true,"fps":20,"frames":101,"height":480,"pixel_format":"bgr0","resize":"384x224 -> crop top=1 bottom=1 left=0 right=0 -> 384x222 -> 832x481 nearest-neighbor (uniform 13/6, non-integer scale) -> crop bottom=1 -> 832x480","spatial_transform":{"integer_upscale":false,"interpolation":"nearest-neighbor","native_crop_ltrb":[0,1,0,1],"native_size_wh":[384,224],"output_crop_ltrb":[0,0,0,1],"output_size_wh":[832,480],"resize_size_wh":[832,481],"scale_xy":[2.1666666666666665,2.1666666666666665],"source_index_xy":["floor(x * 384 / 832)","1 + floor(y * 222 / 481)"]},"width":832}},"end_native_transition":900,"hp_end":[53,126],"hp_start":[75,142],"index":2,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"media":{"byte_size":8690434,"codec":"ffv1","decoded_rgb24_matches_source":true,"fps":20,"frames":101,"height":480,"pixel_format":"bgr0","resize":"384x224 -> crop top=1 bottom=1 left=0 right=0 -> 384x222 -> 832x481 nearest-neighbor (uniform 13/6, non-integer scale) -> crop bottom=1 -> 832x480","spatial_transform":{"integer_upscale":false,"interpolation":"nearest-neighbor","native_crop_ltrb":[0,1,0,1],"native_size_wh":[384,224],"output_crop_ltrb":[0,0,0,1],"output_size_wh":[832,480],"resize_size_wh":[832,481],"scale_xy":[2.1666666666666665,2.1666666666666665],"source_index_xy":["floor(x * 384 / 832)","1 + floor(y * 222 / 481)"]},"width":832},"reasons":[],"selected_for_encoding":true,"start_native_transition":600,"valid":true},{"end_native_transition":1200,"hp_end":[32,113],"hp_start":[53,126],"index":3,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"reasons":[],"selected_for_encoding":false,"start_native_transition":900,"valid":true}],"setup":{"boot":"fresh linear normal 2P boot; no RAM writes; no get_state/set_state","boundary_policy":"phase2_transition_linear_external_v1","core":{"package":"../../../../../generator/retro/stable_retro/__init__.py","path":"../../../../../generator/core/fbneo_libretro.so","stable_retro":"0.9.9"},"expected_character_ids":[9,12],"initial_completed_native_transitions":2346,"initial_state":{"actor_hp":[160,160],"actor_state_words":[[3,0,1,1],[3,0,1,1]],"characters":[9,12],"command_words_observed":[0,0],"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[416,606],"object_y_candidate":[0,0],"round_phase":131072,"stage_id":12,"stage_round_variant":0,"stage_scene_resource":2,"timer":99},"integration_files":{"data.json":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002640_attempt0000/integration/Sf3-Arcade/data.json"},"metadata.json":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002640_attempt0000/integration/Sf3-Arcade/metadata.json"},"original_rom":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002640_attempt0000/integration/Sf3-Arcade/sfiii.zip"},"rom":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002640_attempt0000/integration/Sf3-Arcade/rom.zip"},"scenario.json":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002640_attempt0000/integration/Sf3-Arcade/scenario.json"}},"phase_transitions":[{"actor_hp":[160,160],"actor_state_words":[[1,0,0,0],[1,0,0,0]],"characters":[9,12],"command_words_observed":[0,0],"completed_native_transitions":2142,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[0,0],"hp":[160,160],"object_x_candidate":[0,0],"object_y_candidate":[0,0],"round_phase":65536,"stage_id":12,"stage_round_variant":0,"stage_scene_resource":2,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[2,0,0,1],[2,0,0,1]],"characters":[9,12],"command_words_observed":[0,0],"completed_native_transitions":2166,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[416,585],"object_y_candidate":[0,16],"round_phase":65537,"stage_id":12,"stage_round_variant":0,"stage_scene_resource":2,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[2,0,0,1],[2,0,0,1]],"characters":[9,12],"command_words_observed":[0,0],"completed_native_transitions":2174,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[416,591],"object_y_candidate":[0,20],"round_phase":65538,"stage_id":12,"stage_round_variant":0,"stage_scene_resource":2,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[2,0,0,1],[2,0,0,1]],"characters":[9,12],"command_words_observed":[0,0],"completed_native_transitions":2175,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[416,591],"object_y_candidate":[0,20],"round_phase":65539,"stage_id":12,"stage_round_variant":0,"stage_scene_resource":2,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[2,0,1,1],[3,0,1,1]],"characters":[9,12],"command_words_observed":[0,0],"completed_native_transitions":2238,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[416,606],"object_y_candidate":[0,0],"round_phase":65540,"stage_id":12,"stage_round_variant":0,"stage_scene_resource":2,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[3,0,1,1],[3,0,1,1]],"characters":[9,12],"command_words_observed":[0,0],"completed_native_transitions":2346,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[416,606],"object_y_candidate":[0,0],"round_phase":131072,"stage_id":12,"stage_round_variant":0,"stage_scene_resource":2,"timer":99}],"requested_characters":["oro","sean"],"timing":"transition output is t0; next step consumes input tick 0"},"source_episode_id":"sf3_val_external_002640_attempt0000","source_mode":"independent_uniform_random","status":"UNCOMMITTED_FORMAL_CANDIDATE","stored_input_audit":{"decisions_per_player":100,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":1200},"subjects":[{"character":"oro","handle":"P1","native_slot":0,"role":"external_player"},{"character":"sean","handle":"P2","native_slot":1,"role":"external_player"}],"utc":"2026-09-20T08:24:42.830453+00:00","valid_segments":4}
diff --git a/SF3/dataset/npc0/val/sources/sf3_val_external_002646_attempt0000/action_protocol.json b/SF3/dataset/npc0/val/sources/sf3_val_external_002646_attempt0000/action_protocol.json
new file mode 100644
index 0000000000000000000000000000000000000000..9d42acc405e15e3119ccead42ae18332b5eecd88
--- /dev/null
+++ b/SF3/dataset/npc0/val/sources/sf3_val_external_002646_attempt0000/action_protocol.json
@@ -0,0 +1,1999 @@
+{
+  "actions": [
+    {
+      "id": 0,
+      "name": "noop",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Release all buttons for 12 game ticks."
+    },
+    {
+      "id": 1,
+      "name": "left",
+      "template": [
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-left for 12 game ticks."
+    },
+    {
+      "id": 2,
+      "name": "right",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-right for 12 game ticks."
+    },
+    {
+      "id": 3,
+      "name": "jump",
+      "template": [
+        [
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press up for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 4,
+      "name": "crouch",
+      "template": [
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold down to crouch for 12 game ticks."
+    },
+    {
+      "id": 5,
+      "name": "light_punch",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press light punch for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 6,
+      "name": "medium_punch",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press medium punch for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 7,
+      "name": "heavy_punch",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press heavy punch for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 8,
+      "name": "light_kick",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press light kick for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 9,
+      "name": "medium_kick",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press medium kick for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 10,
+      "name": "heavy_kick",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press heavy kick for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 11,
+      "name": "left_jump",
+      "template": [
+        [
+          1,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-left for 12 game ticks and press up during the first 3 game ticks."
+    },
+    {
+      "id": 12,
+      "name": "right_jump",
+      "template": [
+        [
+          1,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-right for 12 game ticks and press up during the first 3 game ticks."
+    }
+  ],
+  "block_ticks": 12,
+  "combat_buttons": [
+    "UP",
+    "DOWN",
+    "LEFT",
+    "RIGHT",
+    "A",
+    "Y",
+    "X",
+    "B",
+    "C",
+    "Z"
+  ],
+  "direction_semantics": "absolute screen LEFT/RIGHT",
+  "native_fps": 60,
+  "port_buttons_per_player": [
+    "B",
+    "A",
+    "MODE",
+    "START",
+    "UP",
+    "DOWN",
+    "LEFT",
+    "RIGHT",
+    "C",
+    "Y",
+    "X",
+    "Z"
+  ],
+  "press_ticks": 3,
+  "sampling": "independent PCG64 streams per source episode and player; uniform 1/13; repeats allowed",
+  "version": "sf3_external_12tick_v1"
+}
diff --git a/SF3/dataset/npc0/val/sources/sf3_val_external_002646_attempt0000/report.json b/SF3/dataset/npc0/val/sources/sf3_val_external_002646_attempt0000/report.json
new file mode 100644
index 0000000000000000000000000000000000000000..545c996c54290598381634da82cd7ecacefbfbd4
--- /dev/null
+++ b/SF3/dataset/npc0/val/sources/sf3_val_external_002646_attempt0000/report.json
@@ -0,0 +1 @@
+{"action_counts":{"P1":{"crouch":3,"heavy_kick":9,"heavy_punch":8,"jump":6,"left":10,"left_jump":13,"light_kick":7,"light_punch":8,"medium_kick":6,"medium_punch":9,"noop":2,"right":8,"right_jump":11},"P2":{"crouch":7,"heavy_kick":10,"heavy_punch":8,"jump":10,"left":7,"left_jump":12,"light_kick":6,"light_punch":6,"medium_kick":7,"medium_punch":5,"noop":2,"right":9,"right_jump":11}},"case_id":"sf3_val_external_002646","control_values":[[1,1]],"formal_ready":false,"frames":401,"hp_end":[131,78],"hp_start":[160,160],"input_audit":{"decisions_per_player":100,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":1200},"master_seed":20260920,"missing_formal_gates":["independent_formal_audit"],"native_input_audit":{"action_labels_describe":"issued external ports; filtered input is audit evidence","actor_tile_write_counts":[[4730,0],[4334,0]],"compared_words":[0,1,3],"engine_filtered_ticks":[48,84,132,168,204,228,252,300,588,636,696,876,888,996,1080,1116,1188],"exact":true,"filter_state_mismatched_values":0,"first_post_filter_mismatch":null,"post_filter_mismatched_words":0,"pre_filter_mismatched_words":0,"primary_blend_pixels":0,"scope":"issued ports -> pre-SOCD words -> existing default filter -> consumed Cps3Input","socd_mode":[3,3],"ticks":1200},"native_transitions":1200,"npc_count":0,"player_seed_hex":["cdcea763d4a453aafa9d677c34e6598ae4a71df4f88422764efd7d261c67ffd0","7a111e7c7192a0fa8d6a4228dfc23274ff21743c227ff2fca87a2052cac418b2"],"python":"3.8.20 (default, Oct  2 2024, 16:34:12) \n[Clang 18.1.8 ]","seconds":49.40608283691108,"segments":[{"end_native_transition":300,"hp_end":[142,140],"hp_start":[160,160],"index":0,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"reasons":[],"selected_for_encoding":false,"start_native_transition":0,"valid":true},{"end_native_transition":600,"hp_end":[142,140],"hp_start":[142,140],"index":1,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"reasons":[],"selected_for_encoding":false,"start_native_transition":300,"valid":true},{"end_native_transition":900,"hp_end":[142,119],"hp_start":[142,140],"index":2,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"reasons":[],"selected_for_encoding":false,"start_native_transition":600,"valid":true},{"body_labels":{"body_pixel_min":[2441,1539],"engine_ids":[33608076,33609060],"id_encoding":"RGB=(0,0,rank), rank1=P1, rank2=P2; background=0","mask_policy":"sf3_primary_character_body_only_v1","media":{"byte_size":982691,"codec":"ffv1","decoded_rgb24_matches_source":true,"fps":20,"frames":101,"height":480,"pixel_format":"bgr0","resize":"384x224 -> crop top=1 bottom=1 left=0 right=0 -> 384x222 -> 832x481 nearest-neighbor (uniform 13/6, non-integer scale) -> crop bottom=1 -> 832x480","spatial_transform":{"integer_upscale":false,"interpolation":"nearest-neighbor","native_crop_ltrb":[0,1,0,1],"native_size_wh":[384,224],"output_crop_ltrb":[0,0,0,1],"output_size_wh":[832,480],"resize_size_wh":[832,481],"scale_xy":[2.1666666666666665,2.1666666666666665],"source_index_xy":["floor(x * 384 / 832)","1 + floor(y * 222 / 481)"]},"width":832}},"end_native_transition":1200,"hp_end":[131,78],"hp_start":[142,119],"index":3,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"media":{"byte_size":6954018,"codec":"ffv1","decoded_rgb24_matches_source":true,"fps":20,"frames":101,"height":480,"pixel_format":"bgr0","resize":"384x224 -> crop top=1 bottom=1 left=0 right=0 -> 384x222 -> 832x481 nearest-neighbor (uniform 13/6, non-integer scale) -> crop bottom=1 -> 832x480","spatial_transform":{"integer_upscale":false,"interpolation":"nearest-neighbor","native_crop_ltrb":[0,1,0,1],"native_size_wh":[384,224],"output_crop_ltrb":[0,0,0,1],"output_size_wh":[832,480],"resize_size_wh":[832,481],"scale_xy":[2.1666666666666665,2.1666666666666665],"source_index_xy":["floor(x * 384 / 832)","1 + floor(y * 222 / 481)"]},"width":832},"reasons":[],"selected_for_encoding":true,"start_native_transition":900,"valid":true}],"setup":{"boot":"fresh linear normal 2P boot; no RAM writes; no get_state/set_state","boundary_policy":"phase2_transition_linear_external_v1","core":{"package":"../../../../../generator/retro/stable_retro/__init__.py","path":"../../../../../generator/core/fbneo_libretro.so","stable_retro":"0.9.9"},"expected_character_ids":[2,5],"initial_completed_native_transitions":2339,"initial_state":{"actor_hp":[160,160],"actor_state_words":[[3,0,1,1],[3,0,1,1]],"characters":[2,5],"command_words_observed":[0,0],"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[416,607],"object_y_candidate":[0,0],"round_phase":131072,"stage_id":5,"stage_round_variant":0,"stage_scene_resource":9,"timer":99},"integration_files":{"data.json":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002646_attempt0000/integration/Sf3-Arcade/data.json"},"metadata.json":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002646_attempt0000/integration/Sf3-Arcade/metadata.json"},"original_rom":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002646_attempt0000/integration/Sf3-Arcade/sfiii.zip"},"rom":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002646_attempt0000/integration/Sf3-Arcade/rom.zip"},"scenario.json":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002646_attempt0000/integration/Sf3-Arcade/scenario.json"}},"phase_transitions":[{"actor_hp":[160,160],"actor_state_words":[[1,0,0,0],[1,0,0,0]],"characters":[2,5],"command_words_observed":[0,0],"completed_native_transitions":2148,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[0,0],"hp":[160,160],"object_x_candidate":[0,0],"object_y_candidate":[0,0],"round_phase":65536,"stage_id":5,"stage_round_variant":0,"stage_scene_resource":9,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[2,0,0,3],[2,0,0,3]],"characters":[2,5],"command_words_observed":[0,0],"completed_native_transitions":2172,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[416,622],"object_y_candidate":[0,0],"round_phase":65537,"stage_id":5,"stage_round_variant":0,"stage_scene_resource":9,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[2,0,0,3],[2,0,0,3]],"characters":[2,5],"command_words_observed":[0,0],"completed_native_transitions":2180,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[416,622],"object_y_candidate":[0,0],"round_phase":65538,"stage_id":5,"stage_round_variant":0,"stage_scene_resource":9,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[2,0,0,3],[2,0,0,3]],"characters":[2,5],"command_words_observed":[0,0],"completed_native_transitions":2181,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[416,622],"object_y_candidate":[0,0],"round_phase":65539,"stage_id":5,"stage_round_variant":0,"stage_scene_resource":9,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[3,0,1,1],[2,0,1,0]],"characters":[2,5],"command_words_observed":[0,0],"completed_native_transitions":2231,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[416,607],"object_y_candidate":[0,0],"round_phase":65540,"stage_id":5,"stage_round_variant":0,"stage_scene_resource":9,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[3,0,1,1],[3,0,1,1]],"characters":[2,5],"command_words_observed":[0,0],"completed_native_transitions":2339,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[416,607],"object_y_candidate":[0,0],"round_phase":131072,"stage_id":5,"stage_round_variant":0,"stage_scene_resource":9,"timer":99}],"requested_characters":["ryu","necro"],"timing":"transition output is t0; next step consumes input tick 0"},"source_episode_id":"sf3_val_external_002646_attempt0000","source_mode":"independent_uniform_random","status":"UNCOMMITTED_FORMAL_CANDIDATE","stored_input_audit":{"decisions_per_player":100,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":1200},"subjects":[{"character":"ryu","handle":"P1","native_slot":0,"role":"external_player"},{"character":"necro","handle":"P2","native_slot":1,"role":"external_player"}],"utc":"2026-09-20T09:11:53.119832+00:00","valid_segments":4}
diff --git a/SF3/dataset/npc0/val/sources/sf3_val_external_002647_attempt0000/action_protocol.json b/SF3/dataset/npc0/val/sources/sf3_val_external_002647_attempt0000/action_protocol.json
new file mode 100644
index 0000000000000000000000000000000000000000..9d42acc405e15e3119ccead42ae18332b5eecd88
--- /dev/null
+++ b/SF3/dataset/npc0/val/sources/sf3_val_external_002647_attempt0000/action_protocol.json
@@ -0,0 +1,1999 @@
+{
+  "actions": [
+    {
+      "id": 0,
+      "name": "noop",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Release all buttons for 12 game ticks."
+    },
+    {
+      "id": 1,
+      "name": "left",
+      "template": [
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-left for 12 game ticks."
+    },
+    {
+      "id": 2,
+      "name": "right",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-right for 12 game ticks."
+    },
+    {
+      "id": 3,
+      "name": "jump",
+      "template": [
+        [
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press up for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 4,
+      "name": "crouch",
+      "template": [
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold down to crouch for 12 game ticks."
+    },
+    {
+      "id": 5,
+      "name": "light_punch",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press light punch for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 6,
+      "name": "medium_punch",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press medium punch for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 7,
+      "name": "heavy_punch",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press heavy punch for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 8,
+      "name": "light_kick",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press light kick for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 9,
+      "name": "medium_kick",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press medium kick for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 10,
+      "name": "heavy_kick",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press heavy kick for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 11,
+      "name": "left_jump",
+      "template": [
+        [
+          1,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-left for 12 game ticks and press up during the first 3 game ticks."
+    },
+    {
+      "id": 12,
+      "name": "right_jump",
+      "template": [
+        [
+          1,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-right for 12 game ticks and press up during the first 3 game ticks."
+    }
+  ],
+  "block_ticks": 12,
+  "combat_buttons": [
+    "UP",
+    "DOWN",
+    "LEFT",
+    "RIGHT",
+    "A",
+    "Y",
+    "X",
+    "B",
+    "C",
+    "Z"
+  ],
+  "direction_semantics": "absolute screen LEFT/RIGHT",
+  "native_fps": 60,
+  "port_buttons_per_player": [
+    "B",
+    "A",
+    "MODE",
+    "START",
+    "UP",
+    "DOWN",
+    "LEFT",
+    "RIGHT",
+    "C",
+    "Y",
+    "X",
+    "Z"
+  ],
+  "press_ticks": 3,
+  "sampling": "independent PCG64 streams per source episode and player; uniform 1/13; repeats allowed",
+  "version": "sf3_external_12tick_v1"
+}
diff --git a/SF3/dataset/npc0/val/sources/sf3_val_external_002647_attempt0000/report.json b/SF3/dataset/npc0/val/sources/sf3_val_external_002647_attempt0000/report.json
new file mode 100644
index 0000000000000000000000000000000000000000..72762adabf743b75903ccb903364296649e70814
--- /dev/null
+++ b/SF3/dataset/npc0/val/sources/sf3_val_external_002647_attempt0000/report.json
@@ -0,0 +1 @@
+{"action_counts":{"P1":{"crouch":6,"heavy_kick":9,"heavy_punch":4,"jump":5,"left":5,"left_jump":10,"light_kick":6,"light_punch":10,"medium_kick":6,"medium_punch":14,"noop":11,"right":6,"right_jump":8},"P2":{"crouch":9,"heavy_kick":4,"heavy_punch":10,"jump":5,"left":4,"left_jump":6,"light_kick":12,"light_punch":8,"medium_kick":7,"medium_punch":14,"noop":8,"right":7,"right_jump":6}},"case_id":"sf3_val_external_002647","control_values":[[1,1]],"formal_ready":false,"frames":401,"hp_end":[81,112],"hp_start":[160,160],"input_audit":{"decisions_per_player":100,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":1200},"master_seed":20260920,"missing_formal_gates":["independent_formal_audit"],"native_input_audit":{"action_labels_describe":"issued external ports; filtered input is audit evidence","actor_tile_write_counts":[[4775,0],[5797,0]],"compared_words":[0,1,3],"engine_filtered_ticks":[24,48,84,96,276,348,516,696,864,876,936,1176],"exact":true,"filter_state_mismatched_values":0,"first_post_filter_mismatch":null,"post_filter_mismatched_words":0,"pre_filter_mismatched_words":0,"primary_blend_pixels":0,"scope":"issued ports -> pre-SOCD words -> existing default filter -> consumed Cps3Input","socd_mode":[3,3],"ticks":1200},"native_transitions":1200,"npc_count":0,"player_seed_hex":["96a39e9652dd90ccddefd878a591c5b8fe91224f03607f53daa1ba2ccadbd726","c0258f40819215e031e9a1d317d81e3f8bddd0c689e4b2975108be55262a899a"],"python":"3.8.20 (default, Oct  2 2024, 16:34:12) \n[Clang 18.1.8 ]","seconds":46.01548330299556,"segments":[{"end_native_transition":300,"hp_end":[150,160],"hp_start":[160,160],"index":0,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"reasons":[],"selected_for_encoding":false,"start_native_transition":0,"valid":true},{"end_native_transition":600,"hp_end":[150,136],"hp_start":[150,160],"index":1,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"reasons":[],"selected_for_encoding":false,"start_native_transition":300,"valid":true},{"end_native_transition":900,"hp_end":[129,112],"hp_start":[150,136],"index":2,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"reasons":[],"selected_for_encoding":false,"start_native_transition":600,"valid":true},{"body_labels":{"body_pixel_min":[2020,3232],"engine_ids":[33608076,33609060],"id_encoding":"RGB=(0,0,rank), rank1=P1, rank2=P2; background=0","mask_policy":"sf3_primary_character_body_only_v1","media":{"byte_size":985915,"codec":"ffv1","decoded_rgb24_matches_source":true,"fps":20,"frames":101,"height":480,"pixel_format":"bgr0","resize":"384x224 -> crop top=1 bottom=1 left=0 right=0 -> 384x222 -> 832x481 nearest-neighbor (uniform 13/6, non-integer scale) -> crop bottom=1 -> 832x480","spatial_transform":{"integer_upscale":false,"interpolation":"nearest-neighbor","native_crop_ltrb":[0,1,0,1],"native_size_wh":[384,224],"output_crop_ltrb":[0,0,0,1],"output_size_wh":[832,480],"resize_size_wh":[832,481],"scale_xy":[2.1666666666666665,2.1666666666666665],"source_index_xy":["floor(x * 384 / 832)","1 + floor(y * 222 / 481)"]},"width":832}},"end_native_transition":1200,"hp_end":[81,112],"hp_start":[129,112],"index":3,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"media":{"byte_size":7538348,"codec":"ffv1","decoded_rgb24_matches_source":true,"fps":20,"frames":101,"height":480,"pixel_format":"bgr0","resize":"384x224 -> crop top=1 bottom=1 left=0 right=0 -> 384x222 -> 832x481 nearest-neighbor (uniform 13/6, non-integer scale) -> crop bottom=1 -> 832x480","spatial_transform":{"integer_upscale":false,"interpolation":"nearest-neighbor","native_crop_ltrb":[0,1,0,1],"native_size_wh":[384,224],"output_crop_ltrb":[0,0,0,1],"output_size_wh":[832,480],"resize_size_wh":[832,481],"scale_xy":[2.1666666666666665,2.1666666666666665],"source_index_xy":["floor(x * 384 / 832)","1 + floor(y * 222 / 481)"]},"width":832},"reasons":[],"selected_for_encoding":true,"start_native_transition":900,"valid":true}],"setup":{"boot":"fresh linear normal 2P boot; no RAM writes; no get_state/set_state","boundary_policy":"phase2_transition_linear_external_v1","core":{"package":"../../../../../generator/retro/stable_retro/__init__.py","path":"../../../../../generator/core/fbneo_libretro.so","stable_retro":"0.9.9"},"expected_character_ids":[2,9],"initial_completed_native_transitions":2357,"initial_state":{"actor_hp":[160,160],"actor_state_words":[[3,0,1,1],[3,0,1,1]],"characters":[2,9],"command_words_observed":[0,0],"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[416,608],"object_y_candidate":[0,0],"round_phase":131072,"stage_id":9,"stage_round_variant":0,"stage_scene_resource":16,"timer":99},"integration_files":{"data.json":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002647_attempt0000/integration/Sf3-Arcade/data.json"},"metadata.json":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002647_attempt0000/integration/Sf3-Arcade/metadata.json"},"original_rom":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002647_attempt0000/integration/Sf3-Arcade/sfiii.zip"},"rom":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002647_attempt0000/integration/Sf3-Arcade/rom.zip"},"scenario.json":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002647_attempt0000/integration/Sf3-Arcade/scenario.json"}},"phase_transitions":[{"actor_hp":[160,160],"actor_state_words":[[1,0,0,0],[1,0,0,0]],"characters":[2,9],"command_words_observed":[0,0],"completed_native_transitions":2115,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[0,0],"hp":[160,160],"object_x_candidate":[0,0],"object_y_candidate":[0,0],"round_phase":65536,"stage_id":9,"stage_round_variant":0,"stage_scene_resource":16,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[2,0,0,3],[2,0,0,1]],"characters":[2,9],"command_words_observed":[0,0],"completed_native_transitions":2139,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[416,605],"object_y_candidate":[0,200],"round_phase":65537,"stage_id":9,"stage_round_variant":0,"stage_scene_resource":16,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[2,0,0,3],[2,0,0,1]],"characters":[2,9],"command_words_observed":[0,0],"completed_native_transitions":2147,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[416,607],"object_y_candidate":[0,200],"round_phase":65538,"stage_id":9,"stage_round_variant":0,"stage_scene_resource":16,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[2,0,0,3],[2,0,0,1]],"characters":[2,9],"command_words_observed":[0,0],"completed_native_transitions":2148,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[416,607],"object_y_candidate":[0,200],"round_phase":65539,"stage_id":9,"stage_round_variant":0,"stage_scene_resource":16,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[3,0,1,1],[2,0,0,4]],"characters":[2,9],"command_words_observed":[0,0],"completed_native_transitions":2249,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[416,608],"object_y_candidate":[0,0],"round_phase":65540,"stage_id":9,"stage_round_variant":0,"stage_scene_resource":16,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[3,0,1,1],[3,0,1,1]],"characters":[2,9],"command_words_observed":[0,0],"completed_native_transitions":2357,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[416,608],"object_y_candidate":[0,0],"round_phase":131072,"stage_id":9,"stage_round_variant":0,"stage_scene_resource":16,"timer":99}],"requested_characters":["ryu","oro"],"timing":"transition output is t0; next step consumes input tick 0"},"source_episode_id":"sf3_val_external_002647_attempt0000","source_mode":"independent_uniform_random","status":"UNCOMMITTED_FORMAL_CANDIDATE","stored_input_audit":{"decisions_per_player":100,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":1200},"subjects":[{"character":"ryu","handle":"P1","native_slot":0,"role":"external_player"},{"character":"oro","handle":"P2","native_slot":1,"role":"external_player"}],"utc":"2026-09-20T08:19:08.545352+00:00","valid_segments":4}
diff --git a/SF3/dataset/npc0/val/sources/sf3_val_external_002648_attempt0000/action_protocol.json b/SF3/dataset/npc0/val/sources/sf3_val_external_002648_attempt0000/action_protocol.json
new file mode 100644
index 0000000000000000000000000000000000000000..9d42acc405e15e3119ccead42ae18332b5eecd88
--- /dev/null
+++ b/SF3/dataset/npc0/val/sources/sf3_val_external_002648_attempt0000/action_protocol.json
@@ -0,0 +1,1999 @@
+{
+  "actions": [
+    {
+      "id": 0,
+      "name": "noop",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Release all buttons for 12 game ticks."
+    },
+    {
+      "id": 1,
+      "name": "left",
+      "template": [
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-left for 12 game ticks."
+    },
+    {
+      "id": 2,
+      "name": "right",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-right for 12 game ticks."
+    },
+    {
+      "id": 3,
+      "name": "jump",
+      "template": [
+        [
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press up for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 4,
+      "name": "crouch",
+      "template": [
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold down to crouch for 12 game ticks."
+    },
+    {
+      "id": 5,
+      "name": "light_punch",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press light punch for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 6,
+      "name": "medium_punch",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press medium punch for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 7,
+      "name": "heavy_punch",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press heavy punch for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 8,
+      "name": "light_kick",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press light kick for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 9,
+      "name": "medium_kick",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press medium kick for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 10,
+      "name": "heavy_kick",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press heavy kick for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 11,
+      "name": "left_jump",
+      "template": [
+        [
+          1,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-left for 12 game ticks and press up during the first 3 game ticks."
+    },
+    {
+      "id": 12,
+      "name": "right_jump",
+      "template": [
+        [
+          1,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-right for 12 game ticks and press up during the first 3 game ticks."
+    }
+  ],
+  "block_ticks": 12,
+  "combat_buttons": [
+    "UP",
+    "DOWN",
+    "LEFT",
+    "RIGHT",
+    "A",
+    "Y",
+    "X",
+    "B",
+    "C",
+    "Z"
+  ],
+  "direction_semantics": "absolute screen LEFT/RIGHT",
+  "native_fps": 60,
+  "port_buttons_per_player": [
+    "B",
+    "A",
+    "MODE",
+    "START",
+    "UP",
+    "DOWN",
+    "LEFT",
+    "RIGHT",
+    "C",
+    "Y",
+    "X",
+    "Z"
+  ],
+  "press_ticks": 3,
+  "sampling": "independent PCG64 streams per source episode and player; uniform 1/13; repeats allowed",
+  "version": "sf3_external_12tick_v1"
+}
diff --git a/SF3/dataset/npc0/val/sources/sf3_val_external_002648_attempt0000/report.json b/SF3/dataset/npc0/val/sources/sf3_val_external_002648_attempt0000/report.json
new file mode 100644
index 0000000000000000000000000000000000000000..ad4329ffd33ca10dd7c7a2bb5f2e35de2e342e50
--- /dev/null
+++ b/SF3/dataset/npc0/val/sources/sf3_val_external_002648_attempt0000/report.json
@@ -0,0 +1 @@
+{"action_counts":{"P1":{"crouch":7,"heavy_kick":11,"heavy_punch":10,"jump":8,"left":7,"left_jump":5,"light_kick":10,"light_punch":9,"medium_kick":4,"medium_punch":11,"noop":7,"right":2,"right_jump":9},"P2":{"crouch":5,"heavy_kick":8,"heavy_punch":10,"jump":10,"left":10,"left_jump":8,"light_kick":7,"light_punch":8,"medium_kick":10,"medium_punch":10,"noop":4,"right":6,"right_jump":4}},"case_id":"sf3_val_external_002648","control_values":[[1,1]],"formal_ready":false,"frames":401,"hp_end":[144,87],"hp_start":[160,160],"input_audit":{"decisions_per_player":100,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":1200},"master_seed":20260920,"missing_formal_gates":["independent_formal_audit"],"native_input_audit":{"action_labels_describe":"issued external ports; filtered input is audit evidence","actor_tile_write_counts":[[4855,0],[5335,0]],"compared_words":[0,1,3],"engine_filtered_ticks":[12,24,48,240,324,396,456,468,552,564,900],"exact":true,"filter_state_mismatched_values":0,"first_post_filter_mismatch":null,"post_filter_mismatched_words":0,"pre_filter_mismatched_words":0,"primary_blend_pixels":0,"scope":"issued ports -> pre-SOCD words -> existing default filter -> consumed Cps3Input","socd_mode":[3,3],"ticks":1200},"native_transitions":1200,"npc_count":0,"player_seed_hex":["1a81843cfe55a1e76b5bd081157664cafdab6c1bd572c7d258eb1c26585f5a4e","15f0ea564cc7d56d77beb558c2457011deb2951b4f8d2488285a91926bdb12dc"],"python":"3.8.20 (default, Oct  2 2024, 16:34:12) \n[Clang 18.1.8 ]","seconds":52.88035001605749,"segments":[{"end_native_transition":300,"hp_end":[160,160],"hp_start":[160,160],"index":0,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"reasons":[],"selected_for_encoding":false,"start_native_transition":0,"valid":true},{"body_labels":{"body_pixel_min":[1623,1797],"engine_ids":[33608076,33609060],"id_encoding":"RGB=(0,0,rank), rank1=P1, rank2=P2; background=0","mask_policy":"sf3_primary_character_body_only_v1","media":{"byte_size":978752,"codec":"ffv1","decoded_rgb24_matches_source":true,"fps":20,"frames":101,"height":480,"pixel_format":"bgr0","resize":"384x224 -> crop top=1 bottom=1 left=0 right=0 -> 384x222 -> 832x481 nearest-neighbor (uniform 13/6, non-integer scale) -> crop bottom=1 -> 832x480","spatial_transform":{"integer_upscale":false,"interpolation":"nearest-neighbor","native_crop_ltrb":[0,1,0,1],"native_size_wh":[384,224],"output_crop_ltrb":[0,0,0,1],"output_size_wh":[832,480],"resize_size_wh":[832,481],"scale_xy":[2.1666666666666665,2.1666666666666665],"source_index_xy":["floor(x * 384 / 832)","1 + floor(y * 222 / 481)"]},"width":832}},"end_native_transition":600,"hp_end":[144,160],"hp_start":[160,160],"index":1,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"media":{"byte_size":8698876,"codec":"ffv1","decoded_rgb24_matches_source":true,"fps":20,"frames":101,"height":480,"pixel_format":"bgr0","resize":"384x224 -> crop top=1 bottom=1 left=0 right=0 -> 384x222 -> 832x481 nearest-neighbor (uniform 13/6, non-integer scale) -> crop bottom=1 -> 832x480","spatial_transform":{"integer_upscale":false,"interpolation":"nearest-neighbor","native_crop_ltrb":[0,1,0,1],"native_size_wh":[384,224],"output_crop_ltrb":[0,0,0,1],"output_size_wh":[832,480],"resize_size_wh":[832,481],"scale_xy":[2.1666666666666665,2.1666666666666665],"source_index_xy":["floor(x * 384 / 832)","1 + floor(y * 222 / 481)"]},"width":832},"reasons":[],"selected_for_encoding":true,"start_native_transition":300,"valid":true},{"end_native_transition":900,"hp_end":[144,87],"hp_start":[144,160],"index":2,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"reasons":[],"selected_for_encoding":false,"start_native_transition":600,"valid":true},{"end_native_transition":1200,"hp_end":[144,87],"hp_start":[144,87],"index":3,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"reasons":[],"selected_for_encoding":false,"start_native_transition":900,"valid":true}],"setup":{"boot":"fresh linear normal 2P boot; no RAM writes; no get_state/set_state","boundary_policy":"phase2_transition_linear_external_v1","core":{"package":"../../../../../generator/retro/stable_retro/__init__.py","path":"../../../../../generator/core/fbneo_libretro.so","stable_retro":"0.9.9"},"expected_character_ids":[2,2],"initial_completed_native_transitions":2308,"initial_state":{"actor_hp":[160,160],"actor_state_words":[[3,0,1,1],[3,0,1,1]],"characters":[2,2],"command_words_observed":[0,0],"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[-96,96],"object_y_candidate":[0,0],"round_phase":131072,"stage_id":2,"stage_round_variant":0,"stage_scene_resource":3,"timer":99},"integration_files":{"data.json":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002648_attempt0000/integration/Sf3-Arcade/data.json"},"metadata.json":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002648_attempt0000/integration/Sf3-Arcade/metadata.json"},"original_rom":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002648_attempt0000/integration/Sf3-Arcade/sfiii.zip"},"rom":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002648_attempt0000/integration/Sf3-Arcade/rom.zip"},"scenario.json":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002648_attempt0000/integration/Sf3-Arcade/scenario.json"}},"phase_transitions":[{"actor_hp":[160,160],"actor_state_words":[[1,0,0,0],[1,0,0,0]],"characters":[2,2],"command_words_observed":[0,0],"completed_native_transitions":2124,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[0,0],"hp":[160,160],"object_x_candidate":[0,0],"object_y_candidate":[0,0],"round_phase":65536,"stage_id":2,"stage_round_variant":0,"stage_scene_resource":3,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[3,0,1,1],[2,0,0,3]],"characters":[2,2],"command_words_observed":[0,0],"completed_native_transitions":2148,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[-96,96],"object_y_candidate":[0,0],"round_phase":65537,"stage_id":2,"stage_round_variant":0,"stage_scene_resource":3,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[3,0,1,1],[2,0,0,3]],"characters":[2,2],"command_words_observed":[0,0],"completed_native_transitions":2156,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[-96,96],"object_y_candidate":[0,0],"round_phase":65538,"stage_id":2,"stage_round_variant":0,"stage_scene_resource":3,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[3,0,1,1],[2,0,0,3]],"characters":[2,2],"command_words_observed":[0,0],"completed_native_transitions":2157,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[-96,96],"object_y_candidate":[0,0],"round_phase":65539,"stage_id":2,"stage_round_variant":0,"stage_scene_resource":3,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[3,0,1,1],[2,0,1,0]],"characters":[2,2],"command_words_observed":[0,0],"completed_native_transitions":2200,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[-96,96],"object_y_candidate":[0,0],"round_phase":65540,"stage_id":2,"stage_round_variant":0,"stage_scene_resource":3,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[3,0,1,1],[3,0,1,1]],"characters":[2,2],"command_words_observed":[0,0],"completed_native_transitions":2308,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[-96,96],"object_y_candidate":[0,0],"round_phase":131072,"stage_id":2,"stage_round_variant":0,"stage_scene_resource":3,"timer":99}],"requested_characters":["ryu","ryu"],"timing":"transition output is t0; next step consumes input tick 0"},"source_episode_id":"sf3_val_external_002648_attempt0000","source_mode":"independent_uniform_random","status":"UNCOMMITTED_FORMAL_CANDIDATE","stored_input_audit":{"decisions_per_player":100,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":1200},"subjects":[{"character":"ryu","handle":"P1","native_slot":0,"role":"external_player"},{"character":"ryu","handle":"P2","native_slot":1,"role":"external_player"}],"utc":"2026-09-20T08:34:23.358472+00:00","valid_segments":4}
diff --git a/SF3/dataset/npc0/val/sources/sf3_val_external_002649_attempt0000/action_protocol.json b/SF3/dataset/npc0/val/sources/sf3_val_external_002649_attempt0000/action_protocol.json
new file mode 100644
index 0000000000000000000000000000000000000000..9d42acc405e15e3119ccead42ae18332b5eecd88
--- /dev/null
+++ b/SF3/dataset/npc0/val/sources/sf3_val_external_002649_attempt0000/action_protocol.json
@@ -0,0 +1,1999 @@
+{
+  "actions": [
+    {
+      "id": 0,
+      "name": "noop",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Release all buttons for 12 game ticks."
+    },
+    {
+      "id": 1,
+      "name": "left",
+      "template": [
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-left for 12 game ticks."
+    },
+    {
+      "id": 2,
+      "name": "right",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-right for 12 game ticks."
+    },
+    {
+      "id": 3,
+      "name": "jump",
+      "template": [
+        [
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press up for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 4,
+      "name": "crouch",
+      "template": [
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold down to crouch for 12 game ticks."
+    },
+    {
+      "id": 5,
+      "name": "light_punch",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press light punch for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 6,
+      "name": "medium_punch",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press medium punch for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 7,
+      "name": "heavy_punch",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press heavy punch for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 8,
+      "name": "light_kick",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press light kick for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 9,
+      "name": "medium_kick",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press medium kick for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 10,
+      "name": "heavy_kick",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press heavy kick for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 11,
+      "name": "left_jump",
+      "template": [
+        [
+          1,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-left for 12 game ticks and press up during the first 3 game ticks."
+    },
+    {
+      "id": 12,
+      "name": "right_jump",
+      "template": [
+        [
+          1,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-right for 12 game ticks and press up during the first 3 game ticks."
+    }
+  ],
+  "block_ticks": 12,
+  "combat_buttons": [
+    "UP",
+    "DOWN",
+    "LEFT",
+    "RIGHT",
+    "A",
+    "Y",
+    "X",
+    "B",
+    "C",
+    "Z"
+  ],
+  "direction_semantics": "absolute screen LEFT/RIGHT",
+  "native_fps": 60,
+  "port_buttons_per_player": [
+    "B",
+    "A",
+    "MODE",
+    "START",
+    "UP",
+    "DOWN",
+    "LEFT",
+    "RIGHT",
+    "C",
+    "Y",
+    "X",
+    "Z"
+  ],
+  "press_ticks": 3,
+  "sampling": "independent PCG64 streams per source episode and player; uniform 1/13; repeats allowed",
+  "version": "sf3_external_12tick_v1"
+}
diff --git a/SF3/dataset/npc0/val/sources/sf3_val_external_002649_attempt0000/report.json b/SF3/dataset/npc0/val/sources/sf3_val_external_002649_attempt0000/report.json
new file mode 100644
index 0000000000000000000000000000000000000000..1f57dab8dfb3b9c98f7d6b2f75fcdf2434aea92d
--- /dev/null
+++ b/SF3/dataset/npc0/val/sources/sf3_val_external_002649_attempt0000/report.json
@@ -0,0 +1 @@
+{"action_counts":{"P1":{"crouch":8,"heavy_kick":6,"heavy_punch":8,"jump":6,"left":13,"left_jump":9,"light_kick":8,"light_punch":8,"medium_kick":8,"medium_punch":6,"noop":5,"right":8,"right_jump":7},"P2":{"crouch":5,"heavy_kick":6,"heavy_punch":9,"jump":9,"left":7,"left_jump":13,"light_kick":8,"light_punch":8,"medium_kick":6,"medium_punch":6,"noop":5,"right":12,"right_jump":6}},"case_id":"sf3_val_external_002649","control_values":[[1,1]],"formal_ready":false,"frames":401,"hp_end":[140,109],"hp_start":[160,160],"input_audit":{"decisions_per_player":100,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":1200},"master_seed":20260920,"missing_formal_gates":["independent_formal_audit"],"native_input_audit":{"action_labels_describe":"issued external ports; filtered input is audit evidence","actor_tile_write_counts":[[5063,0],[5656,0]],"compared_words":[0,1,3],"engine_filtered_ticks":[72,84,96,132,192,216,228,504,516,552,612,624,768,840,924,960,972,1056,1140],"exact":true,"filter_state_mismatched_values":0,"first_post_filter_mismatch":null,"post_filter_mismatched_words":0,"pre_filter_mismatched_words":0,"primary_blend_pixels":0,"scope":"issued ports -> pre-SOCD words -> existing default filter -> consumed Cps3Input","socd_mode":[3,3],"ticks":1200},"native_transitions":1200,"npc_count":0,"player_seed_hex":["7ba75367e110a7e347ec8d678eac29cc22eddac78c4a5b66b513face12f46b80","18f1f5b010b042e2794bc9b1ff61ed973e02a16c891ddf6d68036d93ad75fe46"],"python":"3.8.20 (default, Oct  2 2024, 16:34:12) \n[Clang 18.1.8 ]","seconds":55.310976231470704,"segments":[{"body_labels":{"body_pixel_min":[1976,2142],"engine_ids":[33608076,33609060],"id_encoding":"RGB=(0,0,rank), rank1=P1, rank2=P2; background=0","mask_policy":"sf3_primary_character_body_only_v1","media":{"byte_size":979839,"codec":"ffv1","decoded_rgb24_matches_source":true,"fps":20,"frames":101,"height":480,"pixel_format":"bgr0","resize":"384x224 -> crop top=1 bottom=1 left=0 right=0 -> 384x222 -> 832x481 nearest-neighbor (uniform 13/6, non-integer scale) -> crop bottom=1 -> 832x480","spatial_transform":{"integer_upscale":false,"interpolation":"nearest-neighbor","native_crop_ltrb":[0,1,0,1],"native_size_wh":[384,224],"output_crop_ltrb":[0,0,0,1],"output_size_wh":[832,480],"resize_size_wh":[832,481],"scale_xy":[2.1666666666666665,2.1666666666666665],"source_index_xy":["floor(x * 384 / 832)","1 + floor(y * 222 / 481)"]},"width":832}},"end_native_transition":300,"hp_end":[160,160],"hp_start":[160,160],"index":0,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"media":{"byte_size":8592204,"codec":"ffv1","decoded_rgb24_matches_source":true,"fps":20,"frames":101,"height":480,"pixel_format":"bgr0","resize":"384x224 -> crop top=1 bottom=1 left=0 right=0 -> 384x222 -> 832x481 nearest-neighbor (uniform 13/6, non-integer scale) -> crop bottom=1 -> 832x480","spatial_transform":{"integer_upscale":false,"interpolation":"nearest-neighbor","native_crop_ltrb":[0,1,0,1],"native_size_wh":[384,224],"output_crop_ltrb":[0,0,0,1],"output_size_wh":[832,480],"resize_size_wh":[832,481],"scale_xy":[2.1666666666666665,2.1666666666666665],"source_index_xy":["floor(x * 384 / 832)","1 + floor(y * 222 / 481)"]},"width":832},"reasons":[],"selected_for_encoding":true,"start_native_transition":0,"valid":true},{"end_native_transition":600,"hp_end":[140,109],"hp_start":[160,160],"index":1,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"reasons":[],"selected_for_encoding":false,"start_native_transition":300,"valid":true},{"end_native_transition":900,"hp_end":[140,109],"hp_start":[140,109],"index":2,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"reasons":[],"selected_for_encoding":false,"start_native_transition":600,"valid":true},{"end_native_transition":1200,"hp_end":[140,109],"hp_start":[140,109],"index":3,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"reasons":[],"selected_for_encoding":false,"start_native_transition":900,"valid":true}],"setup":{"boot":"fresh linear normal 2P boot; no RAM writes; no get_state/set_state","boundary_policy":"phase2_transition_linear_external_v1","core":{"package":"../../../../../generator/retro/stable_retro/__init__.py","path":"../../../../../generator/core/fbneo_libretro.so","stable_retro":"0.9.9"},"expected_character_ids":[2,12],"initial_completed_native_transitions":2334,"initial_state":{"actor_hp":[160,160],"actor_state_words":[[3,0,1,1],[3,0,1,1]],"characters":[2,12],"command_words_observed":[0,0],"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[416,606],"object_y_candidate":[0,0],"round_phase":131072,"stage_id":12,"stage_round_variant":0,"stage_scene_resource":2,"timer":99},"integration_files":{"data.json":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002649_attempt0000/integration/Sf3-Arcade/data.json"},"metadata.json":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002649_attempt0000/integration/Sf3-Arcade/metadata.json"},"original_rom":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002649_attempt0000/integration/Sf3-Arcade/sfiii.zip"},"rom":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002649_attempt0000/integration/Sf3-Arcade/rom.zip"},"scenario.json":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002649_attempt0000/integration/Sf3-Arcade/scenario.json"}},"phase_transitions":[{"actor_hp":[160,160],"actor_state_words":[[1,0,0,0],[1,0,0,0]],"characters":[2,12],"command_words_observed":[0,0],"completed_native_transitions":2130,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[0,0],"hp":[160,160],"object_x_candidate":[0,0],"object_y_candidate":[0,0],"round_phase":65536,"stage_id":12,"stage_round_variant":0,"stage_scene_resource":2,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[2,0,0,1],[2,0,0,1]],"characters":[2,12],"command_words_observed":[0,0],"completed_native_transitions":2154,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[416,585],"object_y_candidate":[0,16],"round_phase":65537,"stage_id":12,"stage_round_variant":0,"stage_scene_resource":2,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[2,0,0,1],[2,0,0,1]],"characters":[2,12],"command_words_observed":[0,0],"completed_native_transitions":2162,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[416,591],"object_y_candidate":[0,20],"round_phase":65538,"stage_id":12,"stage_round_variant":0,"stage_scene_resource":2,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[2,0,0,1],[2,0,0,1]],"characters":[2,12],"command_words_observed":[0,0],"completed_native_transitions":2163,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[416,591],"object_y_candidate":[0,20],"round_phase":65539,"stage_id":12,"stage_round_variant":0,"stage_scene_resource":2,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[2,0,1,1],[3,0,1,1]],"characters":[2,12],"command_words_observed":[0,0],"completed_native_transitions":2226,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[416,606],"object_y_candidate":[0,0],"round_phase":65540,"stage_id":12,"stage_round_variant":0,"stage_scene_resource":2,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[3,0,1,1],[3,0,1,1]],"characters":[2,12],"command_words_observed":[0,0],"completed_native_transitions":2334,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[416,606],"object_y_candidate":[0,0],"round_phase":131072,"stage_id":12,"stage_round_variant":0,"stage_scene_resource":2,"timer":99}],"requested_characters":["ryu","sean"],"timing":"transition output is t0; next step consumes input tick 0"},"source_episode_id":"sf3_val_external_002649_attempt0000","source_mode":"independent_uniform_random","status":"UNCOMMITTED_FORMAL_CANDIDATE","stored_input_audit":{"decisions_per_player":100,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":1200},"subjects":[{"character":"ryu","handle":"P1","native_slot":0,"role":"external_player"},{"character":"sean","handle":"P2","native_slot":1,"role":"external_player"}],"utc":"2026-09-20T09:01:35.656922+00:00","valid_segments":4}
diff --git a/SF3/dataset/npc0/val/sources/sf3_val_external_002652_attempt0000/action_protocol.json b/SF3/dataset/npc0/val/sources/sf3_val_external_002652_attempt0000/action_protocol.json
new file mode 100644
index 0000000000000000000000000000000000000000..9d42acc405e15e3119ccead42ae18332b5eecd88
--- /dev/null
+++ b/SF3/dataset/npc0/val/sources/sf3_val_external_002652_attempt0000/action_protocol.json
@@ -0,0 +1,1999 @@
+{
+  "actions": [
+    {
+      "id": 0,
+      "name": "noop",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Release all buttons for 12 game ticks."
+    },
+    {
+      "id": 1,
+      "name": "left",
+      "template": [
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-left for 12 game ticks."
+    },
+    {
+      "id": 2,
+      "name": "right",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-right for 12 game ticks."
+    },
+    {
+      "id": 3,
+      "name": "jump",
+      "template": [
+        [
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press up for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 4,
+      "name": "crouch",
+      "template": [
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold down to crouch for 12 game ticks."
+    },
+    {
+      "id": 5,
+      "name": "light_punch",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press light punch for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 6,
+      "name": "medium_punch",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press medium punch for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 7,
+      "name": "heavy_punch",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press heavy punch for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 8,
+      "name": "light_kick",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press light kick for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 9,
+      "name": "medium_kick",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press medium kick for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 10,
+      "name": "heavy_kick",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press heavy kick for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 11,
+      "name": "left_jump",
+      "template": [
+        [
+          1,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-left for 12 game ticks and press up during the first 3 game ticks."
+    },
+    {
+      "id": 12,
+      "name": "right_jump",
+      "template": [
+        [
+          1,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-right for 12 game ticks and press up during the first 3 game ticks."
+    }
+  ],
+  "block_ticks": 12,
+  "combat_buttons": [
+    "UP",
+    "DOWN",
+    "LEFT",
+    "RIGHT",
+    "A",
+    "Y",
+    "X",
+    "B",
+    "C",
+    "Z"
+  ],
+  "direction_semantics": "absolute screen LEFT/RIGHT",
+  "native_fps": 60,
+  "port_buttons_per_player": [
+    "B",
+    "A",
+    "MODE",
+    "START",
+    "UP",
+    "DOWN",
+    "LEFT",
+    "RIGHT",
+    "C",
+    "Y",
+    "X",
+    "Z"
+  ],
+  "press_ticks": 3,
+  "sampling": "independent PCG64 streams per source episode and player; uniform 1/13; repeats allowed",
+  "version": "sf3_external_12tick_v1"
+}
diff --git a/SF3/dataset/npc0/val/sources/sf3_val_external_002652_attempt0000/report.json b/SF3/dataset/npc0/val/sources/sf3_val_external_002652_attempt0000/report.json
new file mode 100644
index 0000000000000000000000000000000000000000..719de16e91196c58b99b8ec4550f59ec05bdf712
--- /dev/null
+++ b/SF3/dataset/npc0/val/sources/sf3_val_external_002652_attempt0000/report.json
@@ -0,0 +1 @@
+{"action_counts":{"P1":{"crouch":7,"heavy_kick":7,"heavy_punch":9,"jump":8,"left":10,"left_jump":6,"light_kick":8,"light_punch":7,"medium_kick":9,"medium_punch":6,"noop":7,"right":7,"right_jump":9},"P2":{"crouch":10,"heavy_kick":8,"heavy_punch":9,"jump":8,"left":5,"left_jump":8,"light_kick":10,"light_punch":2,"medium_kick":5,"medium_punch":16,"noop":11,"right":4,"right_jump":4}},"case_id":"sf3_val_external_002652","control_values":[[1,1]],"formal_ready":false,"frames":401,"hp_end":[85,136],"hp_start":[160,160],"input_audit":{"decisions_per_player":100,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":1200},"master_seed":20260920,"missing_formal_gates":["independent_formal_audit"],"native_input_audit":{"action_labels_describe":"issued external ports; filtered input is audit evidence","actor_tile_write_counts":[[5112,0],[5662,0]],"compared_words":[0,1,3],"engine_filtered_ticks":[48,60,84,372,432,516,564,996,1056,1092],"exact":true,"filter_state_mismatched_values":0,"first_post_filter_mismatch":null,"post_filter_mismatched_words":0,"pre_filter_mismatched_words":0,"primary_blend_pixels":0,"scope":"issued ports -> pre-SOCD words -> existing default filter -> consumed Cps3Input","socd_mode":[3,3],"ticks":1200},"native_transitions":1200,"npc_count":0,"player_seed_hex":["7989e943140160e974acf6f6ef2f65ae7441a956648f2f3fd400e97ea568b61a","a20e2cdd38ed17383b7d518214c6811c36a609465b3bc4ba8f7d681d500646d7"],"python":"3.8.20 (default, Oct  2 2024, 16:34:12) \n[Clang 18.1.8 ]","seconds":52.91461963951588,"segments":[{"body_labels":{"body_pixel_min":[1848,3848],"engine_ids":[33608076,33609060],"id_encoding":"RGB=(0,0,rank), rank1=P1, rank2=P2; background=0","mask_policy":"sf3_primary_character_body_only_v1","media":{"byte_size":983788,"codec":"ffv1","decoded_rgb24_matches_source":true,"fps":20,"frames":101,"height":480,"pixel_format":"bgr0","resize":"384x224 -> crop top=1 bottom=1 left=0 right=0 -> 384x222 -> 832x481 nearest-neighbor (uniform 13/6, non-integer scale) -> crop bottom=1 -> 832x480","spatial_transform":{"integer_upscale":false,"interpolation":"nearest-neighbor","native_crop_ltrb":[0,1,0,1],"native_size_wh":[384,224],"output_crop_ltrb":[0,0,0,1],"output_size_wh":[832,480],"resize_size_wh":[832,481],"scale_xy":[2.1666666666666665,2.1666666666666665],"source_index_xy":["floor(x * 384 / 832)","1 + floor(y * 222 / 481)"]},"width":832}},"end_native_transition":300,"hp_end":[132,143],"hp_start":[160,160],"index":0,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"media":{"byte_size":8955637,"codec":"ffv1","decoded_rgb24_matches_source":true,"fps":20,"frames":101,"height":480,"pixel_format":"bgr0","resize":"384x224 -> crop top=1 bottom=1 left=0 right=0 -> 384x222 -> 832x481 nearest-neighbor (uniform 13/6, non-integer scale) -> crop bottom=1 -> 832x480","spatial_transform":{"integer_upscale":false,"interpolation":"nearest-neighbor","native_crop_ltrb":[0,1,0,1],"native_size_wh":[384,224],"output_crop_ltrb":[0,0,0,1],"output_size_wh":[832,480],"resize_size_wh":[832,481],"scale_xy":[2.1666666666666665,2.1666666666666665],"source_index_xy":["floor(x * 384 / 832)","1 + floor(y * 222 / 481)"]},"width":832},"reasons":[],"selected_for_encoding":true,"start_native_transition":0,"valid":true},{"end_native_transition":600,"hp_end":[112,143],"hp_start":[132,143],"index":1,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"reasons":[],"selected_for_encoding":false,"start_native_transition":300,"valid":true},{"end_native_transition":900,"hp_end":[112,143],"hp_start":[112,143],"index":2,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"reasons":[],"selected_for_encoding":false,"start_native_transition":600,"valid":true},{"end_native_transition":1200,"hp_end":[85,136],"hp_start":[112,143],"index":3,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"reasons":[],"selected_for_encoding":false,"start_native_transition":900,"valid":true}],"setup":{"boot":"fresh linear normal 2P boot; no RAM writes; no get_state/set_state","boundary_policy":"phase2_transition_linear_external_v1","core":{"package":"../../../../../generator/retro/stable_retro/__init__.py","path":"../../../../../generator/core/fbneo_libretro.so","stable_retro":"0.9.9"},"expected_character_ids":[12,1],"initial_completed_native_transitions":2394,"initial_state":{"actor_hp":[160,160],"actor_state_words":[[3,0,1,1],[3,0,1,1]],"characters":[12,1],"command_words_observed":[0,0],"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[416,606],"object_y_candidate":[0,0],"round_phase":131072,"stage_id":1,"stage_round_variant":0,"stage_scene_resource":1,"timer":99},"integration_files":{"data.json":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002652_attempt0000/integration/Sf3-Arcade/data.json"},"metadata.json":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002652_attempt0000/integration/Sf3-Arcade/metadata.json"},"original_rom":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002652_attempt0000/integration/Sf3-Arcade/sfiii.zip"},"rom":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002652_attempt0000/integration/Sf3-Arcade/rom.zip"},"scenario.json":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002652_attempt0000/integration/Sf3-Arcade/scenario.json"}},"phase_transitions":[{"actor_hp":[160,160],"actor_state_words":[[1,0,0,0],[1,0,0,0]],"characters":[12,1],"command_words_observed":[0,0],"completed_native_transitions":2124,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[0,0],"hp":[160,160],"object_x_candidate":[0,0],"object_y_candidate":[0,0],"round_phase":65536,"stage_id":1,"stage_round_variant":0,"stage_scene_resource":1,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[2,0,0,3],[2,0,0,3]],"characters":[12,1],"command_words_observed":[0,0],"completed_native_transitions":2148,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[416,644],"object_y_candidate":[0,0],"round_phase":65537,"stage_id":1,"stage_round_variant":0,"stage_scene_resource":1,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[2,0,0,3],[2,0,0,3]],"characters":[12,1],"command_words_observed":[0,0],"completed_native_transitions":2156,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[416,644],"object_y_candidate":[0,0],"round_phase":65538,"stage_id":1,"stage_round_variant":0,"stage_scene_resource":1,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[2,0,0,3],[2,0,0,3]],"characters":[12,1],"command_words_observed":[0,0],"completed_native_transitions":2157,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[416,644],"object_y_candidate":[0,0],"round_phase":65539,"stage_id":1,"stage_round_variant":0,"stage_scene_resource":1,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[3,0,1,1],[2,0,1,0]],"characters":[12,1],"command_words_observed":[0,0],"completed_native_transitions":2286,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[416,606],"object_y_candidate":[0,0],"round_phase":65540,"stage_id":1,"stage_round_variant":0,"stage_scene_resource":1,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[3,0,1,1],[3,0,1,1]],"characters":[12,1],"command_words_observed":[0,0],"completed_native_transitions":2394,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[416,606],"object_y_candidate":[0,0],"round_phase":131072,"stage_id":1,"stage_round_variant":0,"stage_scene_resource":1,"timer":99}],"requested_characters":["sean","alex"],"timing":"transition output is t0; next step consumes input tick 0"},"source_episode_id":"sf3_val_external_002652_attempt0000","source_mode":"independent_uniform_random","status":"UNCOMMITTED_FORMAL_CANDIDATE","stored_input_audit":{"decisions_per_player":100,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":1200},"subjects":[{"character":"sean","handle":"P1","native_slot":0,"role":"external_player"},{"character":"alex","handle":"P2","native_slot":1,"role":"external_player"}],"utc":"2026-09-20T09:08:45.879623+00:00","valid_segments":4}
diff --git a/SF3/dataset/npc0/val/sources/sf3_val_external_002654_attempt0000/action_protocol.json b/SF3/dataset/npc0/val/sources/sf3_val_external_002654_attempt0000/action_protocol.json
new file mode 100644
index 0000000000000000000000000000000000000000..9d42acc405e15e3119ccead42ae18332b5eecd88
--- /dev/null
+++ b/SF3/dataset/npc0/val/sources/sf3_val_external_002654_attempt0000/action_protocol.json
@@ -0,0 +1,1999 @@
+{
+  "actions": [
+    {
+      "id": 0,
+      "name": "noop",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Release all buttons for 12 game ticks."
+    },
+    {
+      "id": 1,
+      "name": "left",
+      "template": [
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-left for 12 game ticks."
+    },
+    {
+      "id": 2,
+      "name": "right",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-right for 12 game ticks."
+    },
+    {
+      "id": 3,
+      "name": "jump",
+      "template": [
+        [
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press up for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 4,
+      "name": "crouch",
+      "template": [
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold down to crouch for 12 game ticks."
+    },
+    {
+      "id": 5,
+      "name": "light_punch",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press light punch for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 6,
+      "name": "medium_punch",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press medium punch for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 7,
+      "name": "heavy_punch",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press heavy punch for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 8,
+      "name": "light_kick",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press light kick for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 9,
+      "name": "medium_kick",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press medium kick for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 10,
+      "name": "heavy_kick",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press heavy kick for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 11,
+      "name": "left_jump",
+      "template": [
+        [
+          1,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-left for 12 game ticks and press up during the first 3 game ticks."
+    },
+    {
+      "id": 12,
+      "name": "right_jump",
+      "template": [
+        [
+          1,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-right for 12 game ticks and press up during the first 3 game ticks."
+    }
+  ],
+  "block_ticks": 12,
+  "combat_buttons": [
+    "UP",
+    "DOWN",
+    "LEFT",
+    "RIGHT",
+    "A",
+    "Y",
+    "X",
+    "B",
+    "C",
+    "Z"
+  ],
+  "direction_semantics": "absolute screen LEFT/RIGHT",
+  "native_fps": 60,
+  "port_buttons_per_player": [
+    "B",
+    "A",
+    "MODE",
+    "START",
+    "UP",
+    "DOWN",
+    "LEFT",
+    "RIGHT",
+    "C",
+    "Y",
+    "X",
+    "Z"
+  ],
+  "press_ticks": 3,
+  "sampling": "independent PCG64 streams per source episode and player; uniform 1/13; repeats allowed",
+  "version": "sf3_external_12tick_v1"
+}
diff --git a/SF3/dataset/npc0/val/sources/sf3_val_external_002654_attempt0000/report.json b/SF3/dataset/npc0/val/sources/sf3_val_external_002654_attempt0000/report.json
new file mode 100644
index 0000000000000000000000000000000000000000..9c5a0f29240a74f8bcda203ee6af743464c9feb5
--- /dev/null
+++ b/SF3/dataset/npc0/val/sources/sf3_val_external_002654_attempt0000/report.json
@@ -0,0 +1 @@
+{"action_counts":{"P1":{"crouch":17,"heavy_kick":8,"heavy_punch":13,"jump":3,"left":5,"left_jump":5,"light_kick":7,"light_punch":6,"medium_kick":8,"medium_punch":9,"noop":8,"right":3,"right_jump":8},"P2":{"crouch":10,"heavy_kick":10,"heavy_punch":10,"jump":5,"left":3,"left_jump":7,"light_kick":8,"light_punch":9,"medium_kick":4,"medium_punch":7,"noop":7,"right":11,"right_jump":9}},"case_id":"sf3_val_external_002654","control_values":[[1,1]],"formal_ready":false,"frames":401,"hp_end":[145,139],"hp_start":[160,160],"input_audit":{"decisions_per_player":100,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":1200},"master_seed":20260920,"missing_formal_gates":["independent_formal_audit"],"native_input_audit":{"action_labels_describe":"issued external ports; filtered input is audit evidence","actor_tile_write_counts":[[5341,0],[4972,0]],"compared_words":[0,1,3],"engine_filtered_ticks":[204,324,468,624,648,840,876,888,996,1020,1164],"exact":true,"filter_state_mismatched_values":0,"first_post_filter_mismatch":null,"post_filter_mismatched_words":0,"pre_filter_mismatched_words":0,"primary_blend_pixels":0,"scope":"issued ports -> pre-SOCD words -> existing default filter -> consumed Cps3Input","socd_mode":[3,3],"ticks":1200},"native_transitions":1200,"npc_count":0,"player_seed_hex":["ab36329248924da49a0096d2c066f523cf7a9b3145dbcdc7e58c77e989720a00","dc165759334928ecdeba11e2b487aa78a284ddde5f6d98e2b094d06960876806"],"python":"3.8.20 (default, Oct  2 2024, 16:34:12) \n[Clang 18.1.8 ]","seconds":46.752277959138155,"segments":[{"end_native_transition":300,"hp_end":[145,139],"hp_start":[160,160],"index":0,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"reasons":[],"selected_for_encoding":false,"start_native_transition":0,"valid":true},{"body_labels":{"body_pixel_min":[1623,950],"engine_ids":[33608076,33609060],"id_encoding":"RGB=(0,0,rank), rank1=P1, rank2=P2; background=0","mask_policy":"sf3_primary_character_body_only_v1","media":{"byte_size":980962,"codec":"ffv1","decoded_rgb24_matches_source":true,"fps":20,"frames":101,"height":480,"pixel_format":"bgr0","resize":"384x224 -> crop top=1 bottom=1 left=0 right=0 -> 384x222 -> 832x481 nearest-neighbor (uniform 13/6, non-integer scale) -> crop bottom=1 -> 832x480","spatial_transform":{"integer_upscale":false,"interpolation":"nearest-neighbor","native_crop_ltrb":[0,1,0,1],"native_size_wh":[384,224],"output_crop_ltrb":[0,0,0,1],"output_size_wh":[832,480],"resize_size_wh":[832,481],"scale_xy":[2.1666666666666665,2.1666666666666665],"source_index_xy":["floor(x * 384 / 832)","1 + floor(y * 222 / 481)"]},"width":832}},"end_native_transition":600,"hp_end":[145,139],"hp_start":[145,139],"index":1,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"media":{"byte_size":8031995,"codec":"ffv1","decoded_rgb24_matches_source":true,"fps":20,"frames":101,"height":480,"pixel_format":"bgr0","resize":"384x224 -> crop top=1 bottom=1 left=0 right=0 -> 384x222 -> 832x481 nearest-neighbor (uniform 13/6, non-integer scale) -> crop bottom=1 -> 832x480","spatial_transform":{"integer_upscale":false,"interpolation":"nearest-neighbor","native_crop_ltrb":[0,1,0,1],"native_size_wh":[384,224],"output_crop_ltrb":[0,0,0,1],"output_size_wh":[832,480],"resize_size_wh":[832,481],"scale_xy":[2.1666666666666665,2.1666666666666665],"source_index_xy":["floor(x * 384 / 832)","1 + floor(y * 222 / 481)"]},"width":832},"reasons":[],"selected_for_encoding":true,"start_native_transition":300,"valid":true},{"end_native_transition":900,"hp_end":[145,139],"hp_start":[145,139],"index":2,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"reasons":[],"selected_for_encoding":false,"start_native_transition":600,"valid":true},{"end_native_transition":1200,"hp_end":[145,139],"hp_start":[145,139],"index":3,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"reasons":[],"selected_for_encoding":false,"start_native_transition":900,"valid":true}],"setup":{"boot":"fresh linear normal 2P boot; no RAM writes; no get_state/set_state","boundary_policy":"phase2_transition_linear_external_v1","core":{"package":"../../../../../generator/retro/stable_retro/__init__.py","path":"../../../../../generator/core/fbneo_libretro.so","stable_retro":"0.9.9"},"expected_character_ids":[12,8],"initial_completed_native_transitions":2314,"initial_state":{"actor_hp":[160,160],"actor_state_words":[[3,0,1,1],[3,0,1,1]],"characters":[12,8],"command_words_observed":[0,0],"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[416,610],"object_y_candidate":[0,0],"round_phase":131072,"stage_id":8,"stage_round_variant":0,"stage_scene_resource":14,"timer":99},"integration_files":{"data.json":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002654_attempt0000/integration/Sf3-Arcade/data.json"},"metadata.json":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002654_attempt0000/integration/Sf3-Arcade/metadata.json"},"original_rom":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002654_attempt0000/integration/Sf3-Arcade/sfiii.zip"},"rom":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002654_attempt0000/integration/Sf3-Arcade/rom.zip"},"scenario.json":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002654_attempt0000/integration/Sf3-Arcade/scenario.json"}},"phase_transitions":[{"actor_hp":[160,160],"actor_state_words":[[1,0,0,0],[1,0,0,0]],"characters":[12,8],"command_words_observed":[0,0],"completed_native_transitions":2124,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[0,0],"hp":[160,160],"object_x_candidate":[0,0],"object_y_candidate":[0,0],"round_phase":65536,"stage_id":8,"stage_round_variant":0,"stage_scene_resource":14,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[2,0,0,3],[2,0,0,1]],"characters":[12,8],"command_words_observed":[0,0],"completed_native_transitions":2148,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[416,614],"object_y_candidate":[0,0],"round_phase":65537,"stage_id":8,"stage_round_variant":0,"stage_scene_resource":14,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[2,0,0,3],[2,0,0,1]],"characters":[12,8],"command_words_observed":[0,0],"completed_native_transitions":2156,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[416,618],"object_y_candidate":[0,0],"round_phase":65538,"stage_id":8,"stage_round_variant":0,"stage_scene_resource":14,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[2,0,0,3],[2,0,0,1]],"characters":[12,8],"command_words_observed":[0,0],"completed_native_transitions":2157,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[416,618],"object_y_candidate":[0,0],"round_phase":65539,"stage_id":8,"stage_round_variant":0,"stage_scene_resource":14,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[3,0,1,1],[2,0,1,1]],"characters":[12,8],"command_words_observed":[0,0],"completed_native_transitions":2206,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[416,608],"object_y_candidate":[0,0],"round_phase":65540,"stage_id":8,"stage_round_variant":0,"stage_scene_resource":14,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[3,0,1,1],[3,0,1,1]],"characters":[12,8],"command_words_observed":[0,0],"completed_native_transitions":2314,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[416,610],"object_y_candidate":[0,0],"round_phase":131072,"stage_id":8,"stage_round_variant":0,"stage_scene_resource":14,"timer":99}],"requested_characters":["sean","elena"],"timing":"transition output is t0; next step consumes input tick 0"},"source_episode_id":"sf3_val_external_002654_attempt0000","source_mode":"independent_uniform_random","status":"UNCOMMITTED_FORMAL_CANDIDATE","stored_input_audit":{"decisions_per_player":100,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":1200},"subjects":[{"character":"sean","handle":"P1","native_slot":0,"role":"external_player"},{"character":"elena","handle":"P2","native_slot":1,"role":"external_player"}],"utc":"2026-09-20T08:57:54.532456+00:00","valid_segments":4}
diff --git a/SF3/dataset/npc0/val/sources/sf3_val_external_002655_attempt0000/action_protocol.json b/SF3/dataset/npc0/val/sources/sf3_val_external_002655_attempt0000/action_protocol.json
new file mode 100644
index 0000000000000000000000000000000000000000..9d42acc405e15e3119ccead42ae18332b5eecd88
--- /dev/null
+++ b/SF3/dataset/npc0/val/sources/sf3_val_external_002655_attempt0000/action_protocol.json
@@ -0,0 +1,1999 @@
+{
+  "actions": [
+    {
+      "id": 0,
+      "name": "noop",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Release all buttons for 12 game ticks."
+    },
+    {
+      "id": 1,
+      "name": "left",
+      "template": [
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-left for 12 game ticks."
+    },
+    {
+      "id": 2,
+      "name": "right",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-right for 12 game ticks."
+    },
+    {
+      "id": 3,
+      "name": "jump",
+      "template": [
+        [
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press up for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 4,
+      "name": "crouch",
+      "template": [
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold down to crouch for 12 game ticks."
+    },
+    {
+      "id": 5,
+      "name": "light_punch",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press light punch for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 6,
+      "name": "medium_punch",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press medium punch for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 7,
+      "name": "heavy_punch",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press heavy punch for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 8,
+      "name": "light_kick",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press light kick for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 9,
+      "name": "medium_kick",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press medium kick for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 10,
+      "name": "heavy_kick",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press heavy kick for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 11,
+      "name": "left_jump",
+      "template": [
+        [
+          1,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-left for 12 game ticks and press up during the first 3 game ticks."
+    },
+    {
+      "id": 12,
+      "name": "right_jump",
+      "template": [
+        [
+          1,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-right for 12 game ticks and press up during the first 3 game ticks."
+    }
+  ],
+  "block_ticks": 12,
+  "combat_buttons": [
+    "UP",
+    "DOWN",
+    "LEFT",
+    "RIGHT",
+    "A",
+    "Y",
+    "X",
+    "B",
+    "C",
+    "Z"
+  ],
+  "direction_semantics": "absolute screen LEFT/RIGHT",
+  "native_fps": 60,
+  "port_buttons_per_player": [
+    "B",
+    "A",
+    "MODE",
+    "START",
+    "UP",
+    "DOWN",
+    "LEFT",
+    "RIGHT",
+    "C",
+    "Y",
+    "X",
+    "Z"
+  ],
+  "press_ticks": 3,
+  "sampling": "independent PCG64 streams per source episode and player; uniform 1/13; repeats allowed",
+  "version": "sf3_external_12tick_v1"
+}
diff --git a/SF3/dataset/npc0/val/sources/sf3_val_external_002655_attempt0000/report.json b/SF3/dataset/npc0/val/sources/sf3_val_external_002655_attempt0000/report.json
new file mode 100644
index 0000000000000000000000000000000000000000..732508d470e74173604465bc63f094673aa11b68
--- /dev/null
+++ b/SF3/dataset/npc0/val/sources/sf3_val_external_002655_attempt0000/report.json
@@ -0,0 +1 @@
+{"action_counts":{"P1":{"crouch":5,"heavy_kick":4,"heavy_punch":14,"jump":4,"left":9,"left_jump":7,"light_kick":13,"light_punch":8,"medium_kick":9,"medium_punch":8,"noop":7,"right":6,"right_jump":6},"P2":{"crouch":7,"heavy_kick":10,"heavy_punch":8,"jump":4,"left":12,"left_jump":6,"light_kick":3,"light_punch":7,"medium_kick":7,"medium_punch":6,"noop":10,"right":7,"right_jump":13}},"case_id":"sf3_val_external_002655","control_values":[[1,1]],"formal_ready":false,"frames":401,"hp_end":[142,126],"hp_start":[160,160],"input_audit":{"decisions_per_player":100,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":1200},"master_seed":20260920,"missing_formal_gates":["independent_formal_audit"],"native_input_audit":{"action_labels_describe":"issued external ports; filtered input is audit evidence","actor_tile_write_counts":[[5075,0],[4856,0]],"compared_words":[0,1,3],"engine_filtered_ticks":[24,108,288,300,708,780,816,828,876,888,984,1104],"exact":true,"filter_state_mismatched_values":0,"first_post_filter_mismatch":null,"post_filter_mismatched_words":0,"pre_filter_mismatched_words":0,"primary_blend_pixels":0,"scope":"issued ports -> pre-SOCD words -> existing default filter -> consumed Cps3Input","socd_mode":[3,3],"ticks":1200},"native_transitions":1200,"npc_count":0,"player_seed_hex":["60e1428c138c098460ef7d6822d9cbea444d6936254a6886b0c64c45a9586be0","4d457c24dd4e17bd35eba6eeb752eb30dc73aa5e582874eb9fb8da810dff96ec"],"python":"3.8.20 (default, Oct  2 2024, 16:34:12) \n[Clang 18.1.8 ]","seconds":47.65165073610842,"segments":[{"end_native_transition":300,"hp_end":[160,160],"hp_start":[160,160],"index":0,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"reasons":[],"selected_for_encoding":false,"start_native_transition":0,"valid":true},{"body_labels":{"body_pixel_min":[1613,1971],"engine_ids":[33608076,33609060],"id_encoding":"RGB=(0,0,rank), rank1=P1, rank2=P2; background=0","mask_policy":"sf3_primary_character_body_only_v1","media":{"byte_size":980319,"codec":"ffv1","decoded_rgb24_matches_source":true,"fps":20,"frames":101,"height":480,"pixel_format":"bgr0","resize":"384x224 -> crop top=1 bottom=1 left=0 right=0 -> 384x222 -> 832x481 nearest-neighbor (uniform 13/6, non-integer scale) -> crop bottom=1 -> 832x480","spatial_transform":{"integer_upscale":false,"interpolation":"nearest-neighbor","native_crop_ltrb":[0,1,0,1],"native_size_wh":[384,224],"output_crop_ltrb":[0,0,0,1],"output_size_wh":[832,480],"resize_size_wh":[832,481],"scale_xy":[2.1666666666666665,2.1666666666666665],"source_index_xy":["floor(x * 384 / 832)","1 + floor(y * 222 / 481)"]},"width":832}},"end_native_transition":600,"hp_end":[146,160],"hp_start":[160,160],"index":1,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"media":{"byte_size":7092654,"codec":"ffv1","decoded_rgb24_matches_source":true,"fps":20,"frames":101,"height":480,"pixel_format":"bgr0","resize":"384x224 -> crop top=1 bottom=1 left=0 right=0 -> 384x222 -> 832x481 nearest-neighbor (uniform 13/6, non-integer scale) -> crop bottom=1 -> 832x480","spatial_transform":{"integer_upscale":false,"interpolation":"nearest-neighbor","native_crop_ltrb":[0,1,0,1],"native_size_wh":[384,224],"output_crop_ltrb":[0,0,0,1],"output_size_wh":[832,480],"resize_size_wh":[832,481],"scale_xy":[2.1666666666666665,2.1666666666666665],"source_index_xy":["floor(x * 384 / 832)","1 + floor(y * 222 / 481)"]},"width":832},"reasons":[],"selected_for_encoding":true,"start_native_transition":300,"valid":true},{"end_native_transition":900,"hp_end":[142,141],"hp_start":[146,160],"index":2,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"reasons":[],"selected_for_encoding":false,"start_native_transition":600,"valid":true},{"end_native_transition":1200,"hp_end":[142,126],"hp_start":[142,141],"index":3,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"reasons":[],"selected_for_encoding":false,"start_native_transition":900,"valid":true}],"setup":{"boot":"fresh linear normal 2P boot; no RAM writes; no get_state/set_state","boundary_policy":"phase2_transition_linear_external_v1","core":{"package":"../../../../../generator/retro/stable_retro/__init__.py","path":"../../../../../generator/core/fbneo_libretro.so","stable_retro":"0.9.9"},"expected_character_ids":[12,7],"initial_completed_native_transitions":2374,"initial_state":{"actor_hp":[160,160],"actor_state_words":[[3,0,1,1],[3,0,1,1]],"characters":[12,7],"command_words_observed":[0,0],"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[416,608],"object_y_candidate":[0,0],"round_phase":131072,"stage_id":7,"stage_round_variant":0,"stage_scene_resource":11,"timer":99},"integration_files":{"data.json":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002655_attempt0000/integration/Sf3-Arcade/data.json"},"metadata.json":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002655_attempt0000/integration/Sf3-Arcade/metadata.json"},"original_rom":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002655_attempt0000/integration/Sf3-Arcade/sfiii.zip"},"rom":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002655_attempt0000/integration/Sf3-Arcade/rom.zip"},"scenario.json":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002655_attempt0000/integration/Sf3-Arcade/scenario.json"}},"phase_transitions":[{"actor_hp":[160,160],"actor_state_words":[[1,0,0,0],[1,0,0,0]],"characters":[12,7],"command_words_observed":[0,0],"completed_native_transitions":2142,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[0,0],"hp":[160,160],"object_x_candidate":[0,0],"object_y_candidate":[0,0],"round_phase":65536,"stage_id":7,"stage_round_variant":0,"stage_scene_resource":11,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[2,0,0,3],[2,0,0,3]],"characters":[12,7],"command_words_observed":[0,0],"completed_native_transitions":2166,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[416,608],"object_y_candidate":[0,0],"round_phase":65537,"stage_id":7,"stage_round_variant":0,"stage_scene_resource":11,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[2,0,0,3],[2,0,0,3]],"characters":[12,7],"command_words_observed":[0,0],"completed_native_transitions":2175,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[416,608],"object_y_candidate":[0,0],"round_phase":65538,"stage_id":7,"stage_round_variant":0,"stage_scene_resource":11,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[2,0,0,3],[2,0,0,3]],"characters":[12,7],"command_words_observed":[0,0],"completed_native_transitions":2176,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[416,608],"object_y_candidate":[0,0],"round_phase":65539,"stage_id":7,"stage_round_variant":0,"stage_scene_resource":11,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[3,0,1,1],[2,0,1,0]],"characters":[12,7],"command_words_observed":[0,0],"completed_native_transitions":2266,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[416,608],"object_y_candidate":[0,0],"round_phase":65540,"stage_id":7,"stage_round_variant":0,"stage_scene_resource":11,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[3,0,1,1],[3,0,1,1]],"characters":[12,7],"command_words_observed":[0,0],"completed_native_transitions":2374,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[416,608],"object_y_candidate":[0,0],"round_phase":131072,"stage_id":7,"stage_round_variant":0,"stage_scene_resource":11,"timer":99}],"requested_characters":["sean","ibuki"],"timing":"transition output is t0; next step consumes input tick 0"},"source_episode_id":"sf3_val_external_002655_attempt0000","source_mode":"independent_uniform_random","status":"UNCOMMITTED_FORMAL_CANDIDATE","stored_input_audit":{"decisions_per_player":100,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":1200},"subjects":[{"character":"sean","handle":"P1","native_slot":0,"role":"external_player"},{"character":"ibuki","handle":"P2","native_slot":1,"role":"external_player"}],"utc":"2026-09-20T09:21:56.307011+00:00","valid_segments":4}
diff --git a/SF3/dataset/npc0/val/sources/sf3_val_external_002657_attempt0000/action_protocol.json b/SF3/dataset/npc0/val/sources/sf3_val_external_002657_attempt0000/action_protocol.json
new file mode 100644
index 0000000000000000000000000000000000000000..9d42acc405e15e3119ccead42ae18332b5eecd88
--- /dev/null
+++ b/SF3/dataset/npc0/val/sources/sf3_val_external_002657_attempt0000/action_protocol.json
@@ -0,0 +1,1999 @@
+{
+  "actions": [
+    {
+      "id": 0,
+      "name": "noop",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Release all buttons for 12 game ticks."
+    },
+    {
+      "id": 1,
+      "name": "left",
+      "template": [
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-left for 12 game ticks."
+    },
+    {
+      "id": 2,
+      "name": "right",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-right for 12 game ticks."
+    },
+    {
+      "id": 3,
+      "name": "jump",
+      "template": [
+        [
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press up for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 4,
+      "name": "crouch",
+      "template": [
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold down to crouch for 12 game ticks."
+    },
+    {
+      "id": 5,
+      "name": "light_punch",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press light punch for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 6,
+      "name": "medium_punch",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press medium punch for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 7,
+      "name": "heavy_punch",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press heavy punch for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 8,
+      "name": "light_kick",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press light kick for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 9,
+      "name": "medium_kick",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press medium kick for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 10,
+      "name": "heavy_kick",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press heavy kick for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 11,
+      "name": "left_jump",
+      "template": [
+        [
+          1,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-left for 12 game ticks and press up during the first 3 game ticks."
+    },
+    {
+      "id": 12,
+      "name": "right_jump",
+      "template": [
+        [
+          1,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-right for 12 game ticks and press up during the first 3 game ticks."
+    }
+  ],
+  "block_ticks": 12,
+  "combat_buttons": [
+    "UP",
+    "DOWN",
+    "LEFT",
+    "RIGHT",
+    "A",
+    "Y",
+    "X",
+    "B",
+    "C",
+    "Z"
+  ],
+  "direction_semantics": "absolute screen LEFT/RIGHT",
+  "native_fps": 60,
+  "port_buttons_per_player": [
+    "B",
+    "A",
+    "MODE",
+    "START",
+    "UP",
+    "DOWN",
+    "LEFT",
+    "RIGHT",
+    "C",
+    "Y",
+    "X",
+    "Z"
+  ],
+  "press_ticks": 3,
+  "sampling": "independent PCG64 streams per source episode and player; uniform 1/13; repeats allowed",
+  "version": "sf3_external_12tick_v1"
+}
diff --git a/SF3/dataset/npc0/val/sources/sf3_val_external_002657_attempt0000/report.json b/SF3/dataset/npc0/val/sources/sf3_val_external_002657_attempt0000/report.json
new file mode 100644
index 0000000000000000000000000000000000000000..b11f7dd119dcd4a93bbdd36791e07fb50d3fe4e5
--- /dev/null
+++ b/SF3/dataset/npc0/val/sources/sf3_val_external_002657_attempt0000/report.json
@@ -0,0 +1 @@
+{"action_counts":{"P1":{"crouch":7,"heavy_kick":14,"heavy_punch":12,"jump":2,"left":8,"left_jump":11,"light_kick":6,"light_punch":7,"medium_kick":9,"medium_punch":4,"noop":8,"right":4,"right_jump":8},"P2":{"crouch":4,"heavy_kick":12,"heavy_punch":3,"jump":11,"left":8,"left_jump":5,"light_kick":11,"light_punch":6,"medium_kick":3,"medium_punch":17,"noop":10,"right":9,"right_jump":1}},"case_id":"sf3_val_external_002657","control_values":[[1,1]],"formal_ready":false,"frames":401,"hp_end":[110,113],"hp_start":[160,160],"input_audit":{"decisions_per_player":100,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":1200},"master_seed":20260920,"missing_formal_gates":["independent_formal_audit"],"native_input_audit":{"action_labels_describe":"issued external ports; filtered input is audit evidence","actor_tile_write_counts":[[4568,0],[5766,0]],"compared_words":[0,1,3],"engine_filtered_ticks":[96,444,564,876,960,972,996,1032,1044],"exact":true,"filter_state_mismatched_values":0,"first_post_filter_mismatch":null,"post_filter_mismatched_words":0,"pre_filter_mismatched_words":0,"primary_blend_pixels":0,"scope":"issued ports -> pre-SOCD words -> existing default filter -> consumed Cps3Input","socd_mode":[3,3],"ticks":1200},"native_transitions":1200,"npc_count":0,"player_seed_hex":["d8ff70d5bfa7c67ded2d9c66ebc188e326e3b0dd225f57e682b688858565bf14","e019fcd04e39ff56cde118d36c3c21b46aa1cd55feeb52f6c576b54d5e904d51"],"python":"3.8.20 (default, Oct  2 2024, 16:34:12) \n[Clang 18.1.8 ]","seconds":45.87660305388272,"segments":[{"end_native_transition":300,"hp_end":[139,160],"hp_start":[160,160],"index":0,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"reasons":[],"selected_for_encoding":false,"start_native_transition":0,"valid":true},{"body_labels":{"body_pixel_min":[2924,1192],"engine_ids":[33608076,33609060],"id_encoding":"RGB=(0,0,rank), rank1=P1, rank2=P2; background=0","mask_policy":"sf3_primary_character_body_only_v1","media":{"byte_size":983454,"codec":"ffv1","decoded_rgb24_matches_source":true,"fps":20,"frames":101,"height":480,"pixel_format":"bgr0","resize":"384x224 -> crop top=1 bottom=1 left=0 right=0 -> 384x222 -> 832x481 nearest-neighbor (uniform 13/6, non-integer scale) -> crop bottom=1 -> 832x480","spatial_transform":{"integer_upscale":false,"interpolation":"nearest-neighbor","native_crop_ltrb":[0,1,0,1],"native_size_wh":[384,224],"output_crop_ltrb":[0,0,0,1],"output_size_wh":[832,480],"resize_size_wh":[832,481],"scale_xy":[2.1666666666666665,2.1666666666666665],"source_index_xy":["floor(x * 384 / 832)","1 + floor(y * 222 / 481)"]},"width":832}},"end_native_transition":600,"hp_end":[139,160],"hp_start":[139,160],"index":1,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"media":{"byte_size":7558833,"codec":"ffv1","decoded_rgb24_matches_source":true,"fps":20,"frames":101,"height":480,"pixel_format":"bgr0","resize":"384x224 -> crop top=1 bottom=1 left=0 right=0 -> 384x222 -> 832x481 nearest-neighbor (uniform 13/6, non-integer scale) -> crop bottom=1 -> 832x480","spatial_transform":{"integer_upscale":false,"interpolation":"nearest-neighbor","native_crop_ltrb":[0,1,0,1],"native_size_wh":[384,224],"output_crop_ltrb":[0,0,0,1],"output_size_wh":[832,480],"resize_size_wh":[832,481],"scale_xy":[2.1666666666666665,2.1666666666666665],"source_index_xy":["floor(x * 384 / 832)","1 + floor(y * 222 / 481)"]},"width":832},"reasons":[],"selected_for_encoding":true,"start_native_transition":300,"valid":true},{"end_native_transition":900,"hp_end":[122,113],"hp_start":[139,160],"index":2,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"reasons":[],"selected_for_encoding":false,"start_native_transition":600,"valid":true},{"end_native_transition":1200,"hp_end":[110,113],"hp_start":[122,113],"index":3,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"reasons":[],"selected_for_encoding":false,"start_native_transition":900,"valid":true}],"setup":{"boot":"fresh linear normal 2P boot; no RAM writes; no get_state/set_state","boundary_policy":"phase2_transition_linear_external_v1","core":{"package":"../../../../../generator/retro/stable_retro/__init__.py","path":"../../../../../generator/core/fbneo_libretro.so","stable_retro":"0.9.9"},"expected_character_ids":[12,9],"initial_completed_native_transitions":2369,"initial_state":{"actor_hp":[160,160],"actor_state_words":[[3,0,1,1],[3,0,1,1]],"characters":[12,9],"command_words_observed":[0,0],"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[416,608],"object_y_candidate":[0,0],"round_phase":131072,"stage_id":9,"stage_round_variant":0,"stage_scene_resource":16,"timer":99},"integration_files":{"data.json":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002657_attempt0000/integration/Sf3-Arcade/data.json"},"metadata.json":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002657_attempt0000/integration/Sf3-Arcade/metadata.json"},"original_rom":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002657_attempt0000/integration/Sf3-Arcade/sfiii.zip"},"rom":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002657_attempt0000/integration/Sf3-Arcade/rom.zip"},"scenario.json":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002657_attempt0000/integration/Sf3-Arcade/scenario.json"}},"phase_transitions":[{"actor_hp":[160,160],"actor_state_words":[[1,0,0,0],[1,0,0,0]],"characters":[12,9],"command_words_observed":[0,0],"completed_native_transitions":2127,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[0,0],"hp":[160,160],"object_x_candidate":[0,0],"object_y_candidate":[0,0],"round_phase":65536,"stage_id":9,"stage_round_variant":0,"stage_scene_resource":16,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[2,0,0,3],[2,0,0,1]],"characters":[12,9],"command_words_observed":[0,0],"completed_native_transitions":2151,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[416,605],"object_y_candidate":[0,200],"round_phase":65537,"stage_id":9,"stage_round_variant":0,"stage_scene_resource":16,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[2,0,0,3],[2,0,0,1]],"characters":[12,9],"command_words_observed":[0,0],"completed_native_transitions":2159,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[416,607],"object_y_candidate":[0,200],"round_phase":65538,"stage_id":9,"stage_round_variant":0,"stage_scene_resource":16,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[2,0,0,3],[2,0,0,1]],"characters":[12,9],"command_words_observed":[0,0],"completed_native_transitions":2160,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[416,607],"object_y_candidate":[0,200],"round_phase":65539,"stage_id":9,"stage_round_variant":0,"stage_scene_resource":16,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[3,0,1,1],[2,0,0,4]],"characters":[12,9],"command_words_observed":[0,0],"completed_native_transitions":2261,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[416,608],"object_y_candidate":[0,0],"round_phase":65540,"stage_id":9,"stage_round_variant":0,"stage_scene_resource":16,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[3,0,1,1],[3,0,1,1]],"characters":[12,9],"command_words_observed":[0,0],"completed_native_transitions":2369,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[416,608],"object_y_candidate":[0,0],"round_phase":131072,"stage_id":9,"stage_round_variant":0,"stage_scene_resource":16,"timer":99}],"requested_characters":["sean","oro"],"timing":"transition output is t0; next step consumes input tick 0"},"source_episode_id":"sf3_val_external_002657_attempt0000","source_mode":"independent_uniform_random","status":"UNCOMMITTED_FORMAL_CANDIDATE","stored_input_audit":{"decisions_per_player":100,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":1200},"subjects":[{"character":"sean","handle":"P1","native_slot":0,"role":"external_player"},{"character":"oro","handle":"P2","native_slot":1,"role":"external_player"}],"utc":"2026-09-20T07:58:16.853208+00:00","valid_segments":4}
diff --git a/SF3/dataset/npc0/val/sources/sf3_val_external_002658_attempt0000/action_protocol.json b/SF3/dataset/npc0/val/sources/sf3_val_external_002658_attempt0000/action_protocol.json
new file mode 100644
index 0000000000000000000000000000000000000000..9d42acc405e15e3119ccead42ae18332b5eecd88
--- /dev/null
+++ b/SF3/dataset/npc0/val/sources/sf3_val_external_002658_attempt0000/action_protocol.json
@@ -0,0 +1,1999 @@
+{
+  "actions": [
+    {
+      "id": 0,
+      "name": "noop",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Release all buttons for 12 game ticks."
+    },
+    {
+      "id": 1,
+      "name": "left",
+      "template": [
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-left for 12 game ticks."
+    },
+    {
+      "id": 2,
+      "name": "right",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-right for 12 game ticks."
+    },
+    {
+      "id": 3,
+      "name": "jump",
+      "template": [
+        [
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press up for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 4,
+      "name": "crouch",
+      "template": [
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold down to crouch for 12 game ticks."
+    },
+    {
+      "id": 5,
+      "name": "light_punch",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press light punch for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 6,
+      "name": "medium_punch",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press medium punch for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 7,
+      "name": "heavy_punch",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press heavy punch for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 8,
+      "name": "light_kick",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press light kick for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 9,
+      "name": "medium_kick",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press medium kick for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 10,
+      "name": "heavy_kick",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press heavy kick for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 11,
+      "name": "left_jump",
+      "template": [
+        [
+          1,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-left for 12 game ticks and press up during the first 3 game ticks."
+    },
+    {
+      "id": 12,
+      "name": "right_jump",
+      "template": [
+        [
+          1,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-right for 12 game ticks and press up during the first 3 game ticks."
+    }
+  ],
+  "block_ticks": 12,
+  "combat_buttons": [
+    "UP",
+    "DOWN",
+    "LEFT",
+    "RIGHT",
+    "A",
+    "Y",
+    "X",
+    "B",
+    "C",
+    "Z"
+  ],
+  "direction_semantics": "absolute screen LEFT/RIGHT",
+  "native_fps": 60,
+  "port_buttons_per_player": [
+    "B",
+    "A",
+    "MODE",
+    "START",
+    "UP",
+    "DOWN",
+    "LEFT",
+    "RIGHT",
+    "C",
+    "Y",
+    "X",
+    "Z"
+  ],
+  "press_ticks": 3,
+  "sampling": "independent PCG64 streams per source episode and player; uniform 1/13; repeats allowed",
+  "version": "sf3_external_12tick_v1"
+}
diff --git a/SF3/dataset/npc0/val/sources/sf3_val_external_002658_attempt0000/report.json b/SF3/dataset/npc0/val/sources/sf3_val_external_002658_attempt0000/report.json
new file mode 100644
index 0000000000000000000000000000000000000000..179318e2283142abadc79d584c57ac062a97e904
--- /dev/null
+++ b/SF3/dataset/npc0/val/sources/sf3_val_external_002658_attempt0000/report.json
@@ -0,0 +1 @@
+{"action_counts":{"P1":{"crouch":8,"heavy_kick":9,"heavy_punch":9,"jump":6,"left":8,"left_jump":6,"light_kick":6,"light_punch":14,"medium_kick":4,"medium_punch":9,"noop":6,"right":7,"right_jump":8},"P2":{"crouch":5,"heavy_kick":11,"heavy_punch":6,"jump":9,"left":4,"left_jump":5,"light_kick":6,"light_punch":6,"medium_kick":8,"medium_punch":6,"noop":12,"right":12,"right_jump":10}},"case_id":"sf3_val_external_002658","control_values":[[1,1]],"formal_ready":false,"frames":401,"hp_end":[131,145],"hp_start":[160,160],"input_audit":{"decisions_per_player":100,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":1200},"master_seed":20260920,"missing_formal_gates":["independent_formal_audit"],"native_input_audit":{"action_labels_describe":"issued external ports; filtered input is audit evidence","actor_tile_write_counts":[[5609,0],[5337,0]],"compared_words":[0,1,3],"engine_filtered_ticks":[156,168,216,228,492,552,792,852,864,912,924,984,1152],"exact":true,"filter_state_mismatched_values":0,"first_post_filter_mismatch":null,"post_filter_mismatched_words":0,"pre_filter_mismatched_words":0,"primary_blend_pixels":0,"scope":"issued ports -> pre-SOCD words -> existing default filter -> consumed Cps3Input","socd_mode":[3,3],"ticks":1200},"native_transitions":1200,"npc_count":0,"player_seed_hex":["208806e7e77a9385e56ac1b7534703159fcbf9cd9fc8ed2b67384f8b0d58958c","f3422cce846df8ceb02a9a0d79ad822d92150253019cb09beb13e20d1c48ae3b"],"python":"3.8.20 (default, Oct  2 2024, 16:34:12) \n[Clang 18.1.8 ]","seconds":48.45966950431466,"segments":[{"end_native_transition":300,"hp_end":[152,145],"hp_start":[160,160],"index":0,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"reasons":[],"selected_for_encoding":false,"start_native_transition":0,"valid":true},{"end_native_transition":600,"hp_end":[152,145],"hp_start":[152,145],"index":1,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"reasons":[],"selected_for_encoding":false,"start_native_transition":300,"valid":true},{"end_native_transition":900,"hp_end":[131,145],"hp_start":[152,145],"index":2,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"reasons":[],"selected_for_encoding":false,"start_native_transition":600,"valid":true},{"body_labels":{"body_pixel_min":[2378,2571],"engine_ids":[33608076,33609060],"id_encoding":"RGB=(0,0,rank), rank1=P1, rank2=P2; background=0","mask_policy":"sf3_primary_character_body_only_v1","media":{"byte_size":979295,"codec":"ffv1","decoded_rgb24_matches_source":true,"fps":20,"frames":101,"height":480,"pixel_format":"bgr0","resize":"384x224 -> crop top=1 bottom=1 left=0 right=0 -> 384x222 -> 832x481 nearest-neighbor (uniform 13/6, non-integer scale) -> crop bottom=1 -> 832x480","spatial_transform":{"integer_upscale":false,"interpolation":"nearest-neighbor","native_crop_ltrb":[0,1,0,1],"native_size_wh":[384,224],"output_crop_ltrb":[0,0,0,1],"output_size_wh":[832,480],"resize_size_wh":[832,481],"scale_xy":[2.1666666666666665,2.1666666666666665],"source_index_xy":["floor(x * 384 / 832)","1 + floor(y * 222 / 481)"]},"width":832}},"end_native_transition":1200,"hp_end":[131,145],"hp_start":[131,145],"index":3,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"media":{"byte_size":8040371,"codec":"ffv1","decoded_rgb24_matches_source":true,"fps":20,"frames":101,"height":480,"pixel_format":"bgr0","resize":"384x224 -> crop top=1 bottom=1 left=0 right=0 -> 384x222 -> 832x481 nearest-neighbor (uniform 13/6, non-integer scale) -> crop bottom=1 -> 832x480","spatial_transform":{"integer_upscale":false,"interpolation":"nearest-neighbor","native_crop_ltrb":[0,1,0,1],"native_size_wh":[384,224],"output_crop_ltrb":[0,0,0,1],"output_size_wh":[832,480],"resize_size_wh":[832,481],"scale_xy":[2.1666666666666665,2.1666666666666665],"source_index_xy":["floor(x * 384 / 832)","1 + floor(y * 222 / 481)"]},"width":832},"reasons":[],"selected_for_encoding":true,"start_native_transition":900,"valid":true}],"setup":{"boot":"fresh linear normal 2P boot; no RAM writes; no get_state/set_state","boundary_policy":"phase2_transition_linear_external_v1","core":{"package":"../../../../../generator/retro/stable_retro/__init__.py","path":"../../../../../generator/core/fbneo_libretro.so","stable_retro":"0.9.9"},"expected_character_ids":[12,2],"initial_completed_native_transitions":2308,"initial_state":{"actor_hp":[160,160],"actor_state_words":[[3,0,1,1],[3,0,1,1]],"characters":[12,2],"command_words_observed":[0,0],"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[-96,96],"object_y_candidate":[0,0],"round_phase":131072,"stage_id":2,"stage_round_variant":0,"stage_scene_resource":3,"timer":99},"integration_files":{"data.json":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002658_attempt0000/integration/Sf3-Arcade/data.json"},"metadata.json":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002658_attempt0000/integration/Sf3-Arcade/metadata.json"},"original_rom":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002658_attempt0000/integration/Sf3-Arcade/sfiii.zip"},"rom":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002658_attempt0000/integration/Sf3-Arcade/rom.zip"},"scenario.json":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002658_attempt0000/integration/Sf3-Arcade/scenario.json"}},"phase_transitions":[{"actor_hp":[160,160],"actor_state_words":[[1,0,0,0],[1,0,0,0]],"characters":[12,2],"command_words_observed":[0,0],"completed_native_transitions":2124,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[0,0],"hp":[160,160],"object_x_candidate":[0,0],"object_y_candidate":[0,0],"round_phase":65536,"stage_id":2,"stage_round_variant":0,"stage_scene_resource":3,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[2,0,0,3],[2,0,0,3]],"characters":[12,2],"command_words_observed":[0,0],"completed_native_transitions":2148,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[-96,96],"object_y_candidate":[0,0],"round_phase":65537,"stage_id":2,"stage_round_variant":0,"stage_scene_resource":3,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[2,0,0,3],[2,0,0,3]],"characters":[12,2],"command_words_observed":[0,0],"completed_native_transitions":2156,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[-96,96],"object_y_candidate":[0,0],"round_phase":65538,"stage_id":2,"stage_round_variant":0,"stage_scene_resource":3,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[2,0,0,3],[2,0,0,3]],"characters":[12,2],"command_words_observed":[0,0],"completed_native_transitions":2157,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[-96,96],"object_y_candidate":[0,0],"round_phase":65539,"stage_id":2,"stage_round_variant":0,"stage_scene_resource":3,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[3,0,1,1],[2,0,1,0]],"characters":[12,2],"command_words_observed":[0,0],"completed_native_transitions":2200,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[-96,96],"object_y_candidate":[0,0],"round_phase":65540,"stage_id":2,"stage_round_variant":0,"stage_scene_resource":3,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[3,0,1,1],[3,0,1,1]],"characters":[12,2],"command_words_observed":[0,0],"completed_native_transitions":2308,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[-96,96],"object_y_candidate":[0,0],"round_phase":131072,"stage_id":2,"stage_round_variant":0,"stage_scene_resource":3,"timer":99}],"requested_characters":["sean","ryu"],"timing":"transition output is t0; next step consumes input tick 0"},"source_episode_id":"sf3_val_external_002658_attempt0000","source_mode":"independent_uniform_random","status":"UNCOMMITTED_FORMAL_CANDIDATE","stored_input_audit":{"decisions_per_player":100,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":1200},"subjects":[{"character":"sean","handle":"P1","native_slot":0,"role":"external_player"},{"character":"ryu","handle":"P2","native_slot":1,"role":"external_player"}],"utc":"2026-09-20T08:16:51.962935+00:00","valid_segments":4}
diff --git a/SF3/dataset/npc0/val/sources/sf3_val_external_002661_attempt0000/action_protocol.json b/SF3/dataset/npc0/val/sources/sf3_val_external_002661_attempt0000/action_protocol.json
new file mode 100644
index 0000000000000000000000000000000000000000..9d42acc405e15e3119ccead42ae18332b5eecd88
--- /dev/null
+++ b/SF3/dataset/npc0/val/sources/sf3_val_external_002661_attempt0000/action_protocol.json
@@ -0,0 +1,1999 @@
+{
+  "actions": [
+    {
+      "id": 0,
+      "name": "noop",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Release all buttons for 12 game ticks."
+    },
+    {
+      "id": 1,
+      "name": "left",
+      "template": [
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-left for 12 game ticks."
+    },
+    {
+      "id": 2,
+      "name": "right",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-right for 12 game ticks."
+    },
+    {
+      "id": 3,
+      "name": "jump",
+      "template": [
+        [
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press up for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 4,
+      "name": "crouch",
+      "template": [
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold down to crouch for 12 game ticks."
+    },
+    {
+      "id": 5,
+      "name": "light_punch",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press light punch for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 6,
+      "name": "medium_punch",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press medium punch for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 7,
+      "name": "heavy_punch",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press heavy punch for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 8,
+      "name": "light_kick",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press light kick for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 9,
+      "name": "medium_kick",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press medium kick for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 10,
+      "name": "heavy_kick",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press heavy kick for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 11,
+      "name": "left_jump",
+      "template": [
+        [
+          1,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-left for 12 game ticks and press up during the first 3 game ticks."
+    },
+    {
+      "id": 12,
+      "name": "right_jump",
+      "template": [
+        [
+          1,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-right for 12 game ticks and press up during the first 3 game ticks."
+    }
+  ],
+  "block_ticks": 12,
+  "combat_buttons": [
+    "UP",
+    "DOWN",
+    "LEFT",
+    "RIGHT",
+    "A",
+    "Y",
+    "X",
+    "B",
+    "C",
+    "Z"
+  ],
+  "direction_semantics": "absolute screen LEFT/RIGHT",
+  "native_fps": 60,
+  "port_buttons_per_player": [
+    "B",
+    "A",
+    "MODE",
+    "START",
+    "UP",
+    "DOWN",
+    "LEFT",
+    "RIGHT",
+    "C",
+    "Y",
+    "X",
+    "Z"
+  ],
+  "press_ticks": 3,
+  "sampling": "independent PCG64 streams per source episode and player; uniform 1/13; repeats allowed",
+  "version": "sf3_external_12tick_v1"
+}
diff --git a/SF3/dataset/npc0/val/sources/sf3_val_external_002661_attempt0000/report.json b/SF3/dataset/npc0/val/sources/sf3_val_external_002661_attempt0000/report.json
new file mode 100644
index 0000000000000000000000000000000000000000..dd921173ec18e53bd13b44cf51de0cf78fc8e080
--- /dev/null
+++ b/SF3/dataset/npc0/val/sources/sf3_val_external_002661_attempt0000/report.json
@@ -0,0 +1 @@
+{"action_counts":{"P1":{"crouch":7,"heavy_kick":10,"heavy_punch":8,"jump":8,"left":4,"left_jump":7,"light_kick":6,"light_punch":11,"medium_kick":6,"medium_punch":7,"noop":11,"right":6,"right_jump":9},"P2":{"crouch":12,"heavy_kick":9,"heavy_punch":6,"jump":6,"left":4,"left_jump":6,"light_kick":7,"light_punch":11,"medium_kick":7,"medium_punch":7,"noop":7,"right":6,"right_jump":12}},"case_id":"sf3_val_external_002661","control_values":[[1,1]],"formal_ready":false,"frames":401,"hp_end":[65,137],"hp_start":[160,160],"input_audit":{"decisions_per_player":100,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":1200},"master_seed":20260920,"missing_formal_gates":["independent_formal_audit"],"native_input_audit":{"action_labels_describe":"issued external ports; filtered input is audit evidence","actor_tile_write_counts":[[5228,0],[5303,0]],"compared_words":[0,1,3],"engine_filtered_ticks":[144,432,528,552,756,768,804,900,936,948,1068,1080,1140],"exact":true,"filter_state_mismatched_values":0,"first_post_filter_mismatch":null,"post_filter_mismatched_words":0,"pre_filter_mismatched_words":0,"primary_blend_pixels":0,"scope":"issued ports -> pre-SOCD words -> existing default filter -> consumed Cps3Input","socd_mode":[3,3],"ticks":1200},"native_transitions":1200,"npc_count":0,"player_seed_hex":["528904f634067f3aae3188a91be735000439a2888b70cd47243669fc3ff5eee8","4c15687e1a3ae097af5e031400e5bc3d8a56147008e928f22aaccbd86f07466a"],"python":"3.8.20 (default, Oct  2 2024, 16:34:12) \n[Clang 18.1.8 ]","seconds":52.795165276154876,"segments":[{"end_native_transition":300,"hp_end":[131,160],"hp_start":[160,160],"index":0,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"reasons":[],"selected_for_encoding":false,"start_native_transition":0,"valid":true},{"end_native_transition":600,"hp_end":[103,160],"hp_start":[131,160],"index":1,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"reasons":[],"selected_for_encoding":false,"start_native_transition":300,"valid":true},{"end_native_transition":900,"hp_end":[88,157],"hp_start":[103,160],"index":2,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"reasons":[],"selected_for_encoding":false,"start_native_transition":600,"valid":true},{"body_labels":{"body_pixel_min":[2315,3491],"engine_ids":[33608076,33609060],"id_encoding":"RGB=(0,0,rank), rank1=P1, rank2=P2; background=0","mask_policy":"sf3_primary_character_body_only_v1","media":{"byte_size":981612,"codec":"ffv1","decoded_rgb24_matches_source":true,"fps":20,"frames":101,"height":480,"pixel_format":"bgr0","resize":"384x224 -> crop top=1 bottom=1 left=0 right=0 -> 384x222 -> 832x481 nearest-neighbor (uniform 13/6, non-integer scale) -> crop bottom=1 -> 832x480","spatial_transform":{"integer_upscale":false,"interpolation":"nearest-neighbor","native_crop_ltrb":[0,1,0,1],"native_size_wh":[384,224],"output_crop_ltrb":[0,0,0,1],"output_size_wh":[832,480],"resize_size_wh":[832,481],"scale_xy":[2.1666666666666665,2.1666666666666665],"source_index_xy":["floor(x * 384 / 832)","1 + floor(y * 222 / 481)"]},"width":832}},"end_native_transition":1200,"hp_end":[65,137],"hp_start":[88,157],"index":3,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"media":{"byte_size":7863112,"codec":"ffv1","decoded_rgb24_matches_source":true,"fps":20,"frames":101,"height":480,"pixel_format":"bgr0","resize":"384x224 -> crop top=1 bottom=1 left=0 right=0 -> 384x222 -> 832x481 nearest-neighbor (uniform 13/6, non-integer scale) -> crop bottom=1 -> 832x480","spatial_transform":{"integer_upscale":false,"interpolation":"nearest-neighbor","native_crop_ltrb":[0,1,0,1],"native_size_wh":[384,224],"output_crop_ltrb":[0,0,0,1],"output_size_wh":[832,480],"resize_size_wh":[832,481],"scale_xy":[2.1666666666666665,2.1666666666666665],"source_index_xy":["floor(x * 384 / 832)","1 + floor(y * 222 / 481)"]},"width":832},"reasons":[],"selected_for_encoding":true,"start_native_transition":900,"valid":true}],"setup":{"boot":"fresh linear normal 2P boot; no RAM writes; no get_state/set_state","boundary_policy":"phase2_transition_linear_external_v1","core":{"package":"../../../../../generator/retro/stable_retro/__init__.py","path":"../../../../../generator/core/fbneo_libretro.so","stable_retro":"0.9.9"},"expected_character_ids":[10,1],"initial_completed_native_transitions":2394,"initial_state":{"actor_hp":[160,160],"actor_state_words":[[3,0,1,1],[3,0,1,1]],"characters":[10,1],"command_words_observed":[0,0],"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[412,606],"object_y_candidate":[0,0],"round_phase":131072,"stage_id":1,"stage_round_variant":0,"stage_scene_resource":1,"timer":99},"integration_files":{"data.json":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002661_attempt0000/integration/Sf3-Arcade/data.json"},"metadata.json":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002661_attempt0000/integration/Sf3-Arcade/metadata.json"},"original_rom":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002661_attempt0000/integration/Sf3-Arcade/sfiii.zip"},"rom":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002661_attempt0000/integration/Sf3-Arcade/rom.zip"},"scenario.json":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002661_attempt0000/integration/Sf3-Arcade/scenario.json"}},"phase_transitions":[{"actor_hp":[160,160],"actor_state_words":[[1,0,0,0],[1,0,0,0]],"characters":[10,1],"command_words_observed":[0,0],"completed_native_transitions":2124,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[0,0],"hp":[160,160],"object_x_candidate":[0,0],"object_y_candidate":[0,0],"round_phase":65536,"stage_id":1,"stage_round_variant":0,"stage_scene_resource":1,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[2,0,0,3],[2,0,0,3]],"characters":[10,1],"command_words_observed":[0,0],"completed_native_transitions":2148,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[416,644],"object_y_candidate":[0,0],"round_phase":65537,"stage_id":1,"stage_round_variant":0,"stage_scene_resource":1,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[2,0,0,3],[2,0,0,3]],"characters":[10,1],"command_words_observed":[0,0],"completed_native_transitions":2156,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[416,644],"object_y_candidate":[0,0],"round_phase":65538,"stage_id":1,"stage_round_variant":0,"stage_scene_resource":1,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[2,0,0,3],[2,0,0,3]],"characters":[10,1],"command_words_observed":[0,0],"completed_native_transitions":2157,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[416,644],"object_y_candidate":[0,0],"round_phase":65539,"stage_id":1,"stage_round_variant":0,"stage_scene_resource":1,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[3,0,1,1],[2,0,1,0]],"characters":[10,1],"command_words_observed":[0,0],"completed_native_transitions":2286,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[412,606],"object_y_candidate":[0,0],"round_phase":65540,"stage_id":1,"stage_round_variant":0,"stage_scene_resource":1,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[3,0,1,1],[3,0,1,1]],"characters":[10,1],"command_words_observed":[0,0],"completed_native_transitions":2394,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[412,606],"object_y_candidate":[0,0],"round_phase":131072,"stage_id":1,"stage_round_variant":0,"stage_scene_resource":1,"timer":99}],"requested_characters":["yang","alex"],"timing":"transition output is t0; next step consumes input tick 0"},"source_episode_id":"sf3_val_external_002661_attempt0000","source_mode":"independent_uniform_random","status":"UNCOMMITTED_FORMAL_CANDIDATE","stored_input_audit":{"decisions_per_player":100,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":1200},"subjects":[{"character":"yang","handle":"P1","native_slot":0,"role":"external_player"},{"character":"alex","handle":"P2","native_slot":1,"role":"external_player"}],"utc":"2026-09-20T08:28:23.466010+00:00","valid_segments":4}
diff --git a/SF3/dataset/npc0/val/sources/sf3_val_external_002662_attempt0000/action_protocol.json b/SF3/dataset/npc0/val/sources/sf3_val_external_002662_attempt0000/action_protocol.json
new file mode 100644
index 0000000000000000000000000000000000000000..9d42acc405e15e3119ccead42ae18332b5eecd88
--- /dev/null
+++ b/SF3/dataset/npc0/val/sources/sf3_val_external_002662_attempt0000/action_protocol.json
@@ -0,0 +1,1999 @@
+{
+  "actions": [
+    {
+      "id": 0,
+      "name": "noop",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Release all buttons for 12 game ticks."
+    },
+    {
+      "id": 1,
+      "name": "left",
+      "template": [
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-left for 12 game ticks."
+    },
+    {
+      "id": 2,
+      "name": "right",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-right for 12 game ticks."
+    },
+    {
+      "id": 3,
+      "name": "jump",
+      "template": [
+        [
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press up for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 4,
+      "name": "crouch",
+      "template": [
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold down to crouch for 12 game ticks."
+    },
+    {
+      "id": 5,
+      "name": "light_punch",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press light punch for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 6,
+      "name": "medium_punch",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press medium punch for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 7,
+      "name": "heavy_punch",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press heavy punch for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 8,
+      "name": "light_kick",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press light kick for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 9,
+      "name": "medium_kick",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press medium kick for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 10,
+      "name": "heavy_kick",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press heavy kick for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 11,
+      "name": "left_jump",
+      "template": [
+        [
+          1,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-left for 12 game ticks and press up during the first 3 game ticks."
+    },
+    {
+      "id": 12,
+      "name": "right_jump",
+      "template": [
+        [
+          1,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-right for 12 game ticks and press up during the first 3 game ticks."
+    }
+  ],
+  "block_ticks": 12,
+  "combat_buttons": [
+    "UP",
+    "DOWN",
+    "LEFT",
+    "RIGHT",
+    "A",
+    "Y",
+    "X",
+    "B",
+    "C",
+    "Z"
+  ],
+  "direction_semantics": "absolute screen LEFT/RIGHT",
+  "native_fps": 60,
+  "port_buttons_per_player": [
+    "B",
+    "A",
+    "MODE",
+    "START",
+    "UP",
+    "DOWN",
+    "LEFT",
+    "RIGHT",
+    "C",
+    "Y",
+    "X",
+    "Z"
+  ],
+  "press_ticks": 3,
+  "sampling": "independent PCG64 streams per source episode and player; uniform 1/13; repeats allowed",
+  "version": "sf3_external_12tick_v1"
+}
diff --git a/SF3/dataset/npc0/val/sources/sf3_val_external_002662_attempt0000/report.json b/SF3/dataset/npc0/val/sources/sf3_val_external_002662_attempt0000/report.json
new file mode 100644
index 0000000000000000000000000000000000000000..0fe37031a38c4cb1b87e07c6652c5511d4ff7429
--- /dev/null
+++ b/SF3/dataset/npc0/val/sources/sf3_val_external_002662_attempt0000/report.json
@@ -0,0 +1 @@
+{"action_counts":{"P1":{"crouch":6,"heavy_kick":6,"heavy_punch":5,"jump":8,"left":9,"left_jump":6,"light_kick":9,"light_punch":7,"medium_kick":8,"medium_punch":12,"noop":13,"right":4,"right_jump":7},"P2":{"crouch":11,"heavy_kick":9,"heavy_punch":5,"jump":5,"left":7,"left_jump":8,"light_kick":8,"light_punch":8,"medium_kick":10,"medium_punch":6,"noop":6,"right":9,"right_jump":8}},"case_id":"sf3_val_external_002662","control_values":[[1,1]],"formal_ready":false,"frames":401,"hp_end":[150,147],"hp_start":[160,160],"input_audit":{"decisions_per_player":100,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":1200},"master_seed":20260920,"missing_formal_gates":["independent_formal_audit"],"native_input_audit":{"action_labels_describe":"issued external ports; filtered input is audit evidence","actor_tile_write_counts":[[5275,0],[6005,0]],"compared_words":[0,1,3],"engine_filtered_ticks":[12,24,36,444,756,828,1176],"exact":true,"filter_state_mismatched_values":0,"first_post_filter_mismatch":null,"post_filter_mismatched_words":0,"pre_filter_mismatched_words":0,"primary_blend_pixels":0,"scope":"issued ports -> pre-SOCD words -> existing default filter -> consumed Cps3Input","socd_mode":[3,3],"ticks":1200},"native_transitions":1200,"npc_count":0,"player_seed_hex":["0d573c31b4351ffe041c62cac698f96061354000de7c3d780c564020450e5321","540377f0dca2bbddf9caa01310c13f5d4b549cdd09b63f67d7b2f69236c04af7"],"python":"3.8.20 (default, Oct  2 2024, 16:34:12) \n[Clang 18.1.8 ]","seconds":52.19248481839895,"segments":[{"end_native_transition":300,"hp_end":[160,160],"hp_start":[160,160],"index":0,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"reasons":[],"selected_for_encoding":false,"start_native_transition":0,"valid":true},{"end_native_transition":600,"hp_end":[160,160],"hp_start":[160,160],"index":1,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"reasons":[],"selected_for_encoding":false,"start_native_transition":300,"valid":true},{"end_native_transition":900,"hp_end":[150,160],"hp_start":[160,160],"index":2,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"reasons":[],"selected_for_encoding":false,"start_native_transition":600,"valid":true},{"body_labels":{"body_pixel_min":[2013,2646],"engine_ids":[33608076,33609060],"id_encoding":"RGB=(0,0,rank), rank1=P1, rank2=P2; background=0","mask_policy":"sf3_primary_character_body_only_v1","media":{"byte_size":983478,"codec":"ffv1","decoded_rgb24_matches_source":true,"fps":20,"frames":101,"height":480,"pixel_format":"bgr0","resize":"384x224 -> crop top=1 bottom=1 left=0 right=0 -> 384x222 -> 832x481 nearest-neighbor (uniform 13/6, non-integer scale) -> crop bottom=1 -> 832x480","spatial_transform":{"integer_upscale":false,"interpolation":"nearest-neighbor","native_crop_ltrb":[0,1,0,1],"native_size_wh":[384,224],"output_crop_ltrb":[0,0,0,1],"output_size_wh":[832,480],"resize_size_wh":[832,481],"scale_xy":[2.1666666666666665,2.1666666666666665],"source_index_xy":["floor(x * 384 / 832)","1 + floor(y * 222 / 481)"]},"width":832}},"end_native_transition":1200,"hp_end":[150,147],"hp_start":[150,160],"index":3,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"media":{"byte_size":6788495,"codec":"ffv1","decoded_rgb24_matches_source":true,"fps":20,"frames":101,"height":480,"pixel_format":"bgr0","resize":"384x224 -> crop top=1 bottom=1 left=0 right=0 -> 384x222 -> 832x481 nearest-neighbor (uniform 13/6, non-integer scale) -> crop bottom=1 -> 832x480","spatial_transform":{"integer_upscale":false,"interpolation":"nearest-neighbor","native_crop_ltrb":[0,1,0,1],"native_size_wh":[384,224],"output_crop_ltrb":[0,0,0,1],"output_size_wh":[832,480],"resize_size_wh":[832,481],"scale_xy":[2.1666666666666665,2.1666666666666665],"source_index_xy":["floor(x * 384 / 832)","1 + floor(y * 222 / 481)"]},"width":832},"reasons":[],"selected_for_encoding":true,"start_native_transition":900,"valid":true}],"setup":{"boot":"fresh linear normal 2P boot; no RAM writes; no get_state/set_state","boundary_policy":"phase2_transition_linear_external_v1","core":{"package":"../../../../../generator/retro/stable_retro/__init__.py","path":"../../../../../generator/core/fbneo_libretro.so","stable_retro":"0.9.9"},"expected_character_ids":[10,4],"initial_completed_native_transitions":2393,"initial_state":{"actor_hp":[160,160],"actor_state_words":[[3,0,1,1],[3,0,1,1]],"characters":[10,4],"command_words_observed":[0,0],"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[-100,96],"object_y_candidate":[0,0],"round_phase":131072,"stage_id":4,"stage_round_variant":0,"stage_scene_resource":7,"timer":99},"integration_files":{"data.json":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002662_attempt0000/integration/Sf3-Arcade/data.json"},"metadata.json":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002662_attempt0000/integration/Sf3-Arcade/metadata.json"},"original_rom":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002662_attempt0000/integration/Sf3-Arcade/sfiii.zip"},"rom":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002662_attempt0000/integration/Sf3-Arcade/rom.zip"},"scenario.json":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002662_attempt0000/integration/Sf3-Arcade/scenario.json"}},"phase_transitions":[{"actor_hp":[160,160],"actor_state_words":[[1,0,0,0],[1,0,0,0]],"characters":[10,4],"command_words_observed":[0,0],"completed_native_transitions":2139,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[0,0],"hp":[160,160],"object_x_candidate":[0,0],"object_y_candidate":[0,0],"round_phase":65536,"stage_id":4,"stage_round_variant":0,"stage_scene_resource":7,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[2,0,0,3],[2,0,0,2]],"characters":[10,4],"command_words_observed":[0,0],"completed_native_transitions":2164,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[-96,96],"object_y_candidate":[0,0],"round_phase":65537,"stage_id":4,"stage_round_variant":0,"stage_scene_resource":7,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[2,0,0,3],[2,0,0,3]],"characters":[10,4],"command_words_observed":[0,0],"completed_native_transitions":2172,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[-96,96],"object_y_candidate":[0,0],"round_phase":65538,"stage_id":4,"stage_round_variant":0,"stage_scene_resource":7,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[2,0,0,3],[2,0,0,3]],"characters":[10,4],"command_words_observed":[0,0],"completed_native_transitions":2173,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[-96,96],"object_y_candidate":[0,0],"round_phase":65539,"stage_id":4,"stage_round_variant":0,"stage_scene_resource":7,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[3,0,1,1],[2,0,1,0]],"characters":[10,4],"command_words_observed":[0,0],"completed_native_transitions":2285,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[-100,96],"object_y_candidate":[0,0],"round_phase":65540,"stage_id":4,"stage_round_variant":0,"stage_scene_resource":7,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[3,0,1,1],[3,0,1,1]],"characters":[10,4],"command_words_observed":[0,0],"completed_native_transitions":2393,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[-100,96],"object_y_candidate":[0,0],"round_phase":131072,"stage_id":4,"stage_round_variant":0,"stage_scene_resource":7,"timer":99}],"requested_characters":["yang","dudley"],"timing":"transition output is t0; next step consumes input tick 0"},"source_episode_id":"sf3_val_external_002662_attempt0000","source_mode":"independent_uniform_random","status":"UNCOMMITTED_FORMAL_CANDIDATE","stored_input_audit":{"decisions_per_player":100,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":1200},"subjects":[{"character":"yang","handle":"P1","native_slot":0,"role":"external_player"},{"character":"dudley","handle":"P2","native_slot":1,"role":"external_player"}],"utc":"2026-09-20T08:52:04.386421+00:00","valid_segments":4}
diff --git a/SF3/dataset/npc0/val/sources/sf3_val_external_002664_attempt0000/action_protocol.json b/SF3/dataset/npc0/val/sources/sf3_val_external_002664_attempt0000/action_protocol.json
new file mode 100644
index 0000000000000000000000000000000000000000..9d42acc405e15e3119ccead42ae18332b5eecd88
--- /dev/null
+++ b/SF3/dataset/npc0/val/sources/sf3_val_external_002664_attempt0000/action_protocol.json
@@ -0,0 +1,1999 @@
+{
+  "actions": [
+    {
+      "id": 0,
+      "name": "noop",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Release all buttons for 12 game ticks."
+    },
+    {
+      "id": 1,
+      "name": "left",
+      "template": [
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-left for 12 game ticks."
+    },
+    {
+      "id": 2,
+      "name": "right",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-right for 12 game ticks."
+    },
+    {
+      "id": 3,
+      "name": "jump",
+      "template": [
+        [
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press up for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 4,
+      "name": "crouch",
+      "template": [
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold down to crouch for 12 game ticks."
+    },
+    {
+      "id": 5,
+      "name": "light_punch",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press light punch for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 6,
+      "name": "medium_punch",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press medium punch for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 7,
+      "name": "heavy_punch",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press heavy punch for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 8,
+      "name": "light_kick",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press light kick for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 9,
+      "name": "medium_kick",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press medium kick for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 10,
+      "name": "heavy_kick",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press heavy kick for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 11,
+      "name": "left_jump",
+      "template": [
+        [
+          1,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-left for 12 game ticks and press up during the first 3 game ticks."
+    },
+    {
+      "id": 12,
+      "name": "right_jump",
+      "template": [
+        [
+          1,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-right for 12 game ticks and press up during the first 3 game ticks."
+    }
+  ],
+  "block_ticks": 12,
+  "combat_buttons": [
+    "UP",
+    "DOWN",
+    "LEFT",
+    "RIGHT",
+    "A",
+    "Y",
+    "X",
+    "B",
+    "C",
+    "Z"
+  ],
+  "direction_semantics": "absolute screen LEFT/RIGHT",
+  "native_fps": 60,
+  "port_buttons_per_player": [
+    "B",
+    "A",
+    "MODE",
+    "START",
+    "UP",
+    "DOWN",
+    "LEFT",
+    "RIGHT",
+    "C",
+    "Y",
+    "X",
+    "Z"
+  ],
+  "press_ticks": 3,
+  "sampling": "independent PCG64 streams per source episode and player; uniform 1/13; repeats allowed",
+  "version": "sf3_external_12tick_v1"
+}
diff --git a/SF3/dataset/npc0/val/sources/sf3_val_external_002664_attempt0000/report.json b/SF3/dataset/npc0/val/sources/sf3_val_external_002664_attempt0000/report.json
new file mode 100644
index 0000000000000000000000000000000000000000..d57124bcef4a111e8ca67750b32860b98eb658d8
--- /dev/null
+++ b/SF3/dataset/npc0/val/sources/sf3_val_external_002664_attempt0000/report.json
@@ -0,0 +1 @@
+{"action_counts":{"P1":{"crouch":4,"heavy_kick":9,"heavy_punch":8,"jump":10,"left":7,"left_jump":4,"light_kick":8,"light_punch":9,"medium_kick":5,"medium_punch":11,"noop":8,"right":7,"right_jump":10},"P2":{"crouch":4,"heavy_kick":12,"heavy_punch":7,"jump":4,"left":4,"left_jump":11,"light_kick":11,"light_punch":9,"medium_kick":7,"medium_punch":9,"noop":9,"right":8,"right_jump":5}},"case_id":"sf3_val_external_002664","control_values":[[1,1]],"formal_ready":false,"frames":401,"hp_end":[108,86],"hp_start":[160,160],"input_audit":{"decisions_per_player":100,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":1200},"master_seed":20260920,"missing_formal_gates":["independent_formal_audit"],"native_input_audit":{"action_labels_describe":"issued external ports; filtered input is audit evidence","actor_tile_write_counts":[[5165,0],[4382,0]],"compared_words":[0,1,3],"engine_filtered_ticks":[72,132,456,924,984,1032],"exact":true,"filter_state_mismatched_values":0,"first_post_filter_mismatch":null,"post_filter_mismatched_words":0,"pre_filter_mismatched_words":0,"primary_blend_pixels":0,"scope":"issued ports -> pre-SOCD words -> existing default filter -> consumed Cps3Input","socd_mode":[3,3],"ticks":1200},"native_transitions":1200,"npc_count":0,"player_seed_hex":["7b5513d483428b5a2acf02289166d10a8e60c60667a46317bfb01558f9685f6a","50d3a38fe92eafa648ac3188fb00c85e04559073fa251f307da4db5f5bb3461b"],"python":"3.8.20 (default, Oct  2 2024, 16:34:12) \n[Clang 18.1.8 ]","seconds":47.71640835516155,"segments":[{"end_native_transition":300,"hp_end":[160,131],"hp_start":[160,160],"index":0,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"reasons":[],"selected_for_encoding":false,"start_native_transition":0,"valid":true},{"body_labels":{"body_pixel_min":[2169,1815],"engine_ids":[33608076,33609060],"id_encoding":"RGB=(0,0,rank), rank1=P1, rank2=P2; background=0","mask_policy":"sf3_primary_character_body_only_v1","media":{"byte_size":979586,"codec":"ffv1","decoded_rgb24_matches_source":true,"fps":20,"frames":101,"height":480,"pixel_format":"bgr0","resize":"384x224 -> crop top=1 bottom=1 left=0 right=0 -> 384x222 -> 832x481 nearest-neighbor (uniform 13/6, non-integer scale) -> crop bottom=1 -> 832x480","spatial_transform":{"integer_upscale":false,"interpolation":"nearest-neighbor","native_crop_ltrb":[0,1,0,1],"native_size_wh":[384,224],"output_crop_ltrb":[0,0,0,1],"output_size_wh":[832,480],"resize_size_wh":[832,481],"scale_xy":[2.1666666666666665,2.1666666666666665],"source_index_xy":["floor(x * 384 / 832)","1 + floor(y * 222 / 481)"]},"width":832}},"end_native_transition":600,"hp_end":[153,110],"hp_start":[160,131],"index":1,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"media":{"byte_size":7137675,"codec":"ffv1","decoded_rgb24_matches_source":true,"fps":20,"frames":101,"height":480,"pixel_format":"bgr0","resize":"384x224 -> crop top=1 bottom=1 left=0 right=0 -> 384x222 -> 832x481 nearest-neighbor (uniform 13/6, non-integer scale) -> crop bottom=1 -> 832x480","spatial_transform":{"integer_upscale":false,"interpolation":"nearest-neighbor","native_crop_ltrb":[0,1,0,1],"native_size_wh":[384,224],"output_crop_ltrb":[0,0,0,1],"output_size_wh":[832,480],"resize_size_wh":[832,481],"scale_xy":[2.1666666666666665,2.1666666666666665],"source_index_xy":["floor(x * 384 / 832)","1 + floor(y * 222 / 481)"]},"width":832},"reasons":[],"selected_for_encoding":true,"start_native_transition":300,"valid":true},{"end_native_transition":900,"hp_end":[108,107],"hp_start":[153,110],"index":2,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"reasons":[],"selected_for_encoding":false,"start_native_transition":600,"valid":true},{"end_native_transition":1200,"hp_end":[108,86],"hp_start":[108,107],"index":3,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"reasons":[],"selected_for_encoding":false,"start_native_transition":900,"valid":true}],"setup":{"boot":"fresh linear normal 2P boot; no RAM writes; no get_state/set_state","boundary_policy":"phase2_transition_linear_external_v1","core":{"package":"../../../../../generator/retro/stable_retro/__init__.py","path":"../../../../../generator/core/fbneo_libretro.so","stable_retro":"0.9.9"},"expected_character_ids":[10,7],"initial_completed_native_transitions":2374,"initial_state":{"actor_hp":[160,160],"actor_state_words":[[3,0,1,1],[3,0,1,1]],"characters":[10,7],"command_words_observed":[0,0],"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[412,608],"object_y_candidate":[0,0],"round_phase":131072,"stage_id":7,"stage_round_variant":0,"stage_scene_resource":11,"timer":99},"integration_files":{"data.json":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002664_attempt0000/integration/Sf3-Arcade/data.json"},"metadata.json":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002664_attempt0000/integration/Sf3-Arcade/metadata.json"},"original_rom":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002664_attempt0000/integration/Sf3-Arcade/sfiii.zip"},"rom":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002664_attempt0000/integration/Sf3-Arcade/rom.zip"},"scenario.json":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002664_attempt0000/integration/Sf3-Arcade/scenario.json"}},"phase_transitions":[{"actor_hp":[160,160],"actor_state_words":[[1,0,0,0],[1,0,0,0]],"characters":[10,7],"command_words_observed":[0,0],"completed_native_transitions":2142,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[0,0],"hp":[160,160],"object_x_candidate":[0,0],"object_y_candidate":[0,0],"round_phase":65536,"stage_id":7,"stage_round_variant":0,"stage_scene_resource":11,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[2,0,0,3],[2,0,0,3]],"characters":[10,7],"command_words_observed":[0,0],"completed_native_transitions":2166,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[416,608],"object_y_candidate":[0,0],"round_phase":65537,"stage_id":7,"stage_round_variant":0,"stage_scene_resource":11,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[2,0,0,3],[2,0,0,3]],"characters":[10,7],"command_words_observed":[0,0],"completed_native_transitions":2175,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[416,608],"object_y_candidate":[0,0],"round_phase":65538,"stage_id":7,"stage_round_variant":0,"stage_scene_resource":11,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[2,0,0,3],[2,0,0,3]],"characters":[10,7],"command_words_observed":[0,0],"completed_native_transitions":2176,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[416,608],"object_y_candidate":[0,0],"round_phase":65539,"stage_id":7,"stage_round_variant":0,"stage_scene_resource":11,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[3,0,1,1],[2,0,1,0]],"characters":[10,7],"command_words_observed":[0,0],"completed_native_transitions":2266,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[412,608],"object_y_candidate":[0,0],"round_phase":65540,"stage_id":7,"stage_round_variant":0,"stage_scene_resource":11,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[3,0,1,1],[3,0,1,1]],"characters":[10,7],"command_words_observed":[0,0],"completed_native_transitions":2374,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[412,608],"object_y_candidate":[0,0],"round_phase":131072,"stage_id":7,"stage_round_variant":0,"stage_scene_resource":11,"timer":99}],"requested_characters":["yang","ibuki"],"timing":"transition output is t0; next step consumes input tick 0"},"source_episode_id":"sf3_val_external_002664_attempt0000","source_mode":"independent_uniform_random","status":"UNCOMMITTED_FORMAL_CANDIDATE","stored_input_audit":{"decisions_per_player":100,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":1200},"subjects":[{"character":"yang","handle":"P1","native_slot":0,"role":"external_player"},{"character":"ibuki","handle":"P2","native_slot":1,"role":"external_player"}],"utc":"2026-09-20T08:18:06.869764+00:00","valid_segments":4}
diff --git a/SF3/dataset/npc0/val/sources/sf3_val_external_002666_attempt0000/action_protocol.json b/SF3/dataset/npc0/val/sources/sf3_val_external_002666_attempt0000/action_protocol.json
new file mode 100644
index 0000000000000000000000000000000000000000..9d42acc405e15e3119ccead42ae18332b5eecd88
--- /dev/null
+++ b/SF3/dataset/npc0/val/sources/sf3_val_external_002666_attempt0000/action_protocol.json
@@ -0,0 +1,1999 @@
+{
+  "actions": [
+    {
+      "id": 0,
+      "name": "noop",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Release all buttons for 12 game ticks."
+    },
+    {
+      "id": 1,
+      "name": "left",
+      "template": [
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-left for 12 game ticks."
+    },
+    {
+      "id": 2,
+      "name": "right",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-right for 12 game ticks."
+    },
+    {
+      "id": 3,
+      "name": "jump",
+      "template": [
+        [
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press up for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 4,
+      "name": "crouch",
+      "template": [
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold down to crouch for 12 game ticks."
+    },
+    {
+      "id": 5,
+      "name": "light_punch",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press light punch for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 6,
+      "name": "medium_punch",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press medium punch for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 7,
+      "name": "heavy_punch",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press heavy punch for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 8,
+      "name": "light_kick",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press light kick for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 9,
+      "name": "medium_kick",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press medium kick for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 10,
+      "name": "heavy_kick",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press heavy kick for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 11,
+      "name": "left_jump",
+      "template": [
+        [
+          1,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-left for 12 game ticks and press up during the first 3 game ticks."
+    },
+    {
+      "id": 12,
+      "name": "right_jump",
+      "template": [
+        [
+          1,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-right for 12 game ticks and press up during the first 3 game ticks."
+    }
+  ],
+  "block_ticks": 12,
+  "combat_buttons": [
+    "UP",
+    "DOWN",
+    "LEFT",
+    "RIGHT",
+    "A",
+    "Y",
+    "X",
+    "B",
+    "C",
+    "Z"
+  ],
+  "direction_semantics": "absolute screen LEFT/RIGHT",
+  "native_fps": 60,
+  "port_buttons_per_player": [
+    "B",
+    "A",
+    "MODE",
+    "START",
+    "UP",
+    "DOWN",
+    "LEFT",
+    "RIGHT",
+    "C",
+    "Y",
+    "X",
+    "Z"
+  ],
+  "press_ticks": 3,
+  "sampling": "independent PCG64 streams per source episode and player; uniform 1/13; repeats allowed",
+  "version": "sf3_external_12tick_v1"
+}
diff --git a/SF3/dataset/npc0/val/sources/sf3_val_external_002666_attempt0000/report.json b/SF3/dataset/npc0/val/sources/sf3_val_external_002666_attempt0000/report.json
new file mode 100644
index 0000000000000000000000000000000000000000..5c60d2a7f8be6914bfe6a6c8b387502719301dcd
--- /dev/null
+++ b/SF3/dataset/npc0/val/sources/sf3_val_external_002666_attempt0000/report.json
@@ -0,0 +1 @@
+{"action_counts":{"P1":{"crouch":10,"heavy_kick":8,"heavy_punch":10,"jump":8,"left":8,"left_jump":9,"light_kick":6,"light_punch":8,"medium_kick":6,"medium_punch":4,"noop":7,"right":5,"right_jump":11},"P2":{"crouch":15,"heavy_kick":4,"heavy_punch":9,"jump":7,"left":6,"left_jump":8,"light_kick":8,"light_punch":13,"medium_kick":4,"medium_punch":8,"noop":7,"right":7,"right_jump":4}},"case_id":"sf3_val_external_002666","control_values":[[1,1]],"formal_ready":false,"frames":401,"hp_end":[108,93],"hp_start":[160,160],"input_audit":{"decisions_per_player":100,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":1200},"master_seed":20260920,"missing_formal_gates":["independent_formal_audit"],"native_input_audit":{"action_labels_describe":"issued external ports; filtered input is audit evidence","actor_tile_write_counts":[[5636,0],[3933,0]],"compared_words":[0,1,3],"engine_filtered_ticks":[96,120,132,144,312,324,432,480,564,576,612,648,732,804,1068],"exact":true,"filter_state_mismatched_values":0,"first_post_filter_mismatch":null,"post_filter_mismatched_words":0,"pre_filter_mismatched_words":0,"primary_blend_pixels":0,"scope":"issued ports -> pre-SOCD words -> existing default filter -> consumed Cps3Input","socd_mode":[3,3],"ticks":1200},"native_transitions":1200,"npc_count":0,"player_seed_hex":["3d5010872aeaef6f100d4f95d4b95e4556004ba090fc38438cbde37d8a5b1b0a","b4a1202642d753edc261f5a08e22451fce64c81ec8d8437edcad1fc2ba047f17"],"python":"3.8.20 (default, Oct  2 2024, 16:34:12) \n[Clang 18.1.8 ]","seconds":48.616081699728966,"segments":[{"end_native_transition":300,"hp_end":[160,106],"hp_start":[160,160],"index":0,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"reasons":[],"selected_for_encoding":false,"start_native_transition":0,"valid":true},{"end_native_transition":600,"hp_end":[153,93],"hp_start":[160,106],"index":1,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"reasons":[],"selected_for_encoding":false,"start_native_transition":300,"valid":true},{"body_labels":{"body_pixel_min":[1711,1749],"engine_ids":[33608076,33609060],"id_encoding":"RGB=(0,0,rank), rank1=P1, rank2=P2; background=0","mask_policy":"sf3_primary_character_body_only_v1","media":{"byte_size":980807,"codec":"ffv1","decoded_rgb24_matches_source":true,"fps":20,"frames":101,"height":480,"pixel_format":"bgr0","resize":"384x224 -> crop top=1 bottom=1 left=0 right=0 -> 384x222 -> 832x481 nearest-neighbor (uniform 13/6, non-integer scale) -> crop bottom=1 -> 832x480","spatial_transform":{"integer_upscale":false,"interpolation":"nearest-neighbor","native_crop_ltrb":[0,1,0,1],"native_size_wh":[384,224],"output_crop_ltrb":[0,0,0,1],"output_size_wh":[832,480],"resize_size_wh":[832,481],"scale_xy":[2.1666666666666665,2.1666666666666665],"source_index_xy":["floor(x * 384 / 832)","1 + floor(y * 222 / 481)"]},"width":832}},"end_native_transition":900,"hp_end":[120,93],"hp_start":[153,93],"index":2,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"media":{"byte_size":7206892,"codec":"ffv1","decoded_rgb24_matches_source":true,"fps":20,"frames":101,"height":480,"pixel_format":"bgr0","resize":"384x224 -> crop top=1 bottom=1 left=0 right=0 -> 384x222 -> 832x481 nearest-neighbor (uniform 13/6, non-integer scale) -> crop bottom=1 -> 832x480","spatial_transform":{"integer_upscale":false,"interpolation":"nearest-neighbor","native_crop_ltrb":[0,1,0,1],"native_size_wh":[384,224],"output_crop_ltrb":[0,0,0,1],"output_size_wh":[832,480],"resize_size_wh":[832,481],"scale_xy":[2.1666666666666665,2.1666666666666665],"source_index_xy":["floor(x * 384 / 832)","1 + floor(y * 222 / 481)"]},"width":832},"reasons":[],"selected_for_encoding":true,"start_native_transition":600,"valid":true},{"end_native_transition":1200,"hp_end":[108,93],"hp_start":[120,93],"index":3,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"reasons":[],"selected_for_encoding":false,"start_native_transition":900,"valid":true}],"setup":{"boot":"fresh linear normal 2P boot; no RAM writes; no get_state/set_state","boundary_policy":"phase2_transition_linear_external_v1","core":{"package":"../../../../../generator/retro/stable_retro/__init__.py","path":"../../../../../generator/core/fbneo_libretro.so","stable_retro":"0.9.9"},"expected_character_ids":[10,5],"initial_completed_native_transitions":2375,"initial_state":{"actor_hp":[160,160],"actor_state_words":[[3,0,1,1],[3,0,1,1]],"characters":[10,5],"command_words_observed":[0,0],"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[412,607],"object_y_candidate":[0,0],"round_phase":131072,"stage_id":5,"stage_round_variant":0,"stage_scene_resource":9,"timer":99},"integration_files":{"data.json":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002666_attempt0000/integration/Sf3-Arcade/data.json"},"metadata.json":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002666_attempt0000/integration/Sf3-Arcade/metadata.json"},"original_rom":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002666_attempt0000/integration/Sf3-Arcade/sfiii.zip"},"rom":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002666_attempt0000/integration/Sf3-Arcade/rom.zip"},"scenario.json":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002666_attempt0000/integration/Sf3-Arcade/scenario.json"}},"phase_transitions":[{"actor_hp":[160,160],"actor_state_words":[[1,0,0,0],[1,0,0,0]],"characters":[10,5],"command_words_observed":[0,0],"completed_native_transitions":2148,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[0,0],"hp":[160,160],"object_x_candidate":[0,0],"object_y_candidate":[0,0],"round_phase":65536,"stage_id":5,"stage_round_variant":0,"stage_scene_resource":9,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[2,0,0,3],[2,0,0,3]],"characters":[10,5],"command_words_observed":[0,0],"completed_native_transitions":2172,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[416,622],"object_y_candidate":[0,0],"round_phase":65537,"stage_id":5,"stage_round_variant":0,"stage_scene_resource":9,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[2,0,0,3],[2,0,0,3]],"characters":[10,5],"command_words_observed":[0,0],"completed_native_transitions":2180,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[416,622],"object_y_candidate":[0,0],"round_phase":65538,"stage_id":5,"stage_round_variant":0,"stage_scene_resource":9,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[2,0,0,3],[2,0,0,3]],"characters":[10,5],"command_words_observed":[0,0],"completed_native_transitions":2181,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[416,622],"object_y_candidate":[0,0],"round_phase":65539,"stage_id":5,"stage_round_variant":0,"stage_scene_resource":9,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[2,0,1,0],[3,0,1,1]],"characters":[10,5],"command_words_observed":[0,0],"completed_native_transitions":2267,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[412,607],"object_y_candidate":[0,0],"round_phase":65540,"stage_id":5,"stage_round_variant":0,"stage_scene_resource":9,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[3,0,1,1],[3,0,1,1]],"characters":[10,5],"command_words_observed":[0,0],"completed_native_transitions":2375,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[412,607],"object_y_candidate":[0,0],"round_phase":131072,"stage_id":5,"stage_round_variant":0,"stage_scene_resource":9,"timer":99}],"requested_characters":["yang","necro"],"timing":"transition output is t0; next step consumes input tick 0"},"source_episode_id":"sf3_val_external_002666_attempt0000","source_mode":"independent_uniform_random","status":"UNCOMMITTED_FORMAL_CANDIDATE","stored_input_audit":{"decisions_per_player":100,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":1200},"subjects":[{"character":"yang","handle":"P1","native_slot":0,"role":"external_player"},{"character":"necro","handle":"P2","native_slot":1,"role":"external_player"}],"utc":"2026-09-20T08:26:47.708342+00:00","valid_segments":4}
diff --git a/SF3/dataset/npc0/val/sources/sf3_val_external_002667_attempt0000/action_protocol.json b/SF3/dataset/npc0/val/sources/sf3_val_external_002667_attempt0000/action_protocol.json
new file mode 100644
index 0000000000000000000000000000000000000000..9d42acc405e15e3119ccead42ae18332b5eecd88
--- /dev/null
+++ b/SF3/dataset/npc0/val/sources/sf3_val_external_002667_attempt0000/action_protocol.json
@@ -0,0 +1,1999 @@
+{
+  "actions": [
+    {
+      "id": 0,
+      "name": "noop",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Release all buttons for 12 game ticks."
+    },
+    {
+      "id": 1,
+      "name": "left",
+      "template": [
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-left for 12 game ticks."
+    },
+    {
+      "id": 2,
+      "name": "right",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-right for 12 game ticks."
+    },
+    {
+      "id": 3,
+      "name": "jump",
+      "template": [
+        [
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press up for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 4,
+      "name": "crouch",
+      "template": [
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold down to crouch for 12 game ticks."
+    },
+    {
+      "id": 5,
+      "name": "light_punch",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press light punch for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 6,
+      "name": "medium_punch",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press medium punch for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 7,
+      "name": "heavy_punch",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press heavy punch for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 8,
+      "name": "light_kick",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press light kick for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 9,
+      "name": "medium_kick",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press medium kick for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 10,
+      "name": "heavy_kick",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press heavy kick for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 11,
+      "name": "left_jump",
+      "template": [
+        [
+          1,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-left for 12 game ticks and press up during the first 3 game ticks."
+    },
+    {
+      "id": 12,
+      "name": "right_jump",
+      "template": [
+        [
+          1,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-right for 12 game ticks and press up during the first 3 game ticks."
+    }
+  ],
+  "block_ticks": 12,
+  "combat_buttons": [
+    "UP",
+    "DOWN",
+    "LEFT",
+    "RIGHT",
+    "A",
+    "Y",
+    "X",
+    "B",
+    "C",
+    "Z"
+  ],
+  "direction_semantics": "absolute screen LEFT/RIGHT",
+  "native_fps": 60,
+  "port_buttons_per_player": [
+    "B",
+    "A",
+    "MODE",
+    "START",
+    "UP",
+    "DOWN",
+    "LEFT",
+    "RIGHT",
+    "C",
+    "Y",
+    "X",
+    "Z"
+  ],
+  "press_ticks": 3,
+  "sampling": "independent PCG64 streams per source episode and player; uniform 1/13; repeats allowed",
+  "version": "sf3_external_12tick_v1"
+}
diff --git a/SF3/dataset/npc0/val/sources/sf3_val_external_002667_attempt0000/report.json b/SF3/dataset/npc0/val/sources/sf3_val_external_002667_attempt0000/report.json
new file mode 100644
index 0000000000000000000000000000000000000000..682b132f1d77aaf48949ec947ddddf5af890a2c7
--- /dev/null
+++ b/SF3/dataset/npc0/val/sources/sf3_val_external_002667_attempt0000/report.json
@@ -0,0 +1 @@
+{"action_counts":{"P1":{"crouch":8,"heavy_kick":10,"heavy_punch":3,"jump":8,"left":6,"left_jump":8,"light_kick":8,"light_punch":12,"medium_kick":11,"medium_punch":6,"noop":7,"right":7,"right_jump":6},"P2":{"crouch":8,"heavy_kick":8,"heavy_punch":6,"jump":7,"left":6,"left_jump":8,"light_kick":14,"light_punch":8,"medium_kick":8,"medium_punch":8,"noop":4,"right":6,"right_jump":9}},"case_id":"sf3_val_external_002667","control_values":[[1,1]],"formal_ready":false,"frames":401,"hp_end":[68,125],"hp_start":[160,160],"input_audit":{"decisions_per_player":100,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":1200},"master_seed":20260920,"missing_formal_gates":["independent_formal_audit"],"native_input_audit":{"action_labels_describe":"issued external ports; filtered input is audit evidence","actor_tile_write_counts":[[5137,0],[5344,0]],"compared_words":[0,1,3],"engine_filtered_ticks":[156,312,324,336,444,540,612,648,672,684,864,876,1008,1092,1140],"exact":true,"filter_state_mismatched_values":0,"first_post_filter_mismatch":null,"post_filter_mismatched_words":0,"pre_filter_mismatched_words":0,"primary_blend_pixels":0,"scope":"issued ports -> pre-SOCD words -> existing default filter -> consumed Cps3Input","socd_mode":[3,3],"ticks":1200},"native_transitions":1200,"npc_count":0,"player_seed_hex":["23c2f2d3e989dbf154e4d3ce65deae254b8670e18788d26d20224489e80ecaa7","f4ee01d07e40af21fccb48eefd354f9f5172c365d549447979d5139b6280aaaf"],"python":"3.8.20 (default, Oct  2 2024, 16:34:12) \n[Clang 18.1.8 ]","seconds":48.25287005677819,"segments":[{"end_native_transition":300,"hp_end":[126,160],"hp_start":[160,160],"index":0,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"reasons":[],"selected_for_encoding":false,"start_native_transition":0,"valid":true},{"body_labels":{"body_pixel_min":[1993,2843],"engine_ids":[33608076,33609060],"id_encoding":"RGB=(0,0,rank), rank1=P1, rank2=P2; background=0","mask_policy":"sf3_primary_character_body_only_v1","media":{"byte_size":984607,"codec":"ffv1","decoded_rgb24_matches_source":true,"fps":20,"frames":101,"height":480,"pixel_format":"bgr0","resize":"384x224 -> crop top=1 bottom=1 left=0 right=0 -> 384x222 -> 832x481 nearest-neighbor (uniform 13/6, non-integer scale) -> crop bottom=1 -> 832x480","spatial_transform":{"integer_upscale":false,"interpolation":"nearest-neighbor","native_crop_ltrb":[0,1,0,1],"native_size_wh":[384,224],"output_crop_ltrb":[0,0,0,1],"output_size_wh":[832,480],"resize_size_wh":[832,481],"scale_xy":[2.1666666666666665,2.1666666666666665],"source_index_xy":["floor(x * 384 / 832)","1 + floor(y * 222 / 481)"]},"width":832}},"end_native_transition":600,"hp_end":[78,160],"hp_start":[126,160],"index":1,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"media":{"byte_size":7585395,"codec":"ffv1","decoded_rgb24_matches_source":true,"fps":20,"frames":101,"height":480,"pixel_format":"bgr0","resize":"384x224 -> crop top=1 bottom=1 left=0 right=0 -> 384x222 -> 832x481 nearest-neighbor (uniform 13/6, non-integer scale) -> crop bottom=1 -> 832x480","spatial_transform":{"integer_upscale":false,"interpolation":"nearest-neighbor","native_crop_ltrb":[0,1,0,1],"native_size_wh":[384,224],"output_crop_ltrb":[0,0,0,1],"output_size_wh":[832,480],"resize_size_wh":[832,481],"scale_xy":[2.1666666666666665,2.1666666666666665],"source_index_xy":["floor(x * 384 / 832)","1 + floor(y * 222 / 481)"]},"width":832},"reasons":[],"selected_for_encoding":true,"start_native_transition":300,"valid":true},{"end_native_transition":900,"hp_end":[68,125],"hp_start":[78,160],"index":2,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"reasons":[],"selected_for_encoding":false,"start_native_transition":600,"valid":true},{"end_native_transition":1200,"hp_end":[68,125],"hp_start":[68,125],"index":3,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"reasons":[],"selected_for_encoding":false,"start_native_transition":900,"valid":true}],"setup":{"boot":"fresh linear normal 2P boot; no RAM writes; no get_state/set_state","boundary_policy":"phase2_transition_linear_external_v1","core":{"package":"../../../../../generator/retro/stable_retro/__init__.py","path":"../../../../../generator/core/fbneo_libretro.so","stable_retro":"0.9.9"},"expected_character_ids":[10,9],"initial_completed_native_transitions":2369,"initial_state":{"actor_hp":[160,160],"actor_state_words":[[3,0,1,1],[3,0,1,1]],"characters":[10,9],"command_words_observed":[0,0],"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[412,608],"object_y_candidate":[0,0],"round_phase":131072,"stage_id":9,"stage_round_variant":0,"stage_scene_resource":16,"timer":99},"integration_files":{"data.json":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002667_attempt0000/integration/Sf3-Arcade/data.json"},"metadata.json":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002667_attempt0000/integration/Sf3-Arcade/metadata.json"},"original_rom":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002667_attempt0000/integration/Sf3-Arcade/sfiii.zip"},"rom":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002667_attempt0000/integration/Sf3-Arcade/rom.zip"},"scenario.json":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002667_attempt0000/integration/Sf3-Arcade/scenario.json"}},"phase_transitions":[{"actor_hp":[160,160],"actor_state_words":[[1,0,0,0],[1,0,0,0]],"characters":[10,9],"command_words_observed":[0,0],"completed_native_transitions":2127,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[0,0],"hp":[160,160],"object_x_candidate":[0,0],"object_y_candidate":[0,0],"round_phase":65536,"stage_id":9,"stage_round_variant":0,"stage_scene_resource":16,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[2,0,0,3],[2,0,0,1]],"characters":[10,9],"command_words_observed":[0,0],"completed_native_transitions":2151,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[416,605],"object_y_candidate":[0,200],"round_phase":65537,"stage_id":9,"stage_round_variant":0,"stage_scene_resource":16,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[2,0,0,3],[2,0,0,1]],"characters":[10,9],"command_words_observed":[0,0],"completed_native_transitions":2159,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[416,607],"object_y_candidate":[0,200],"round_phase":65538,"stage_id":9,"stage_round_variant":0,"stage_scene_resource":16,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[2,0,0,3],[2,0,0,1]],"characters":[10,9],"command_words_observed":[0,0],"completed_native_transitions":2160,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[416,607],"object_y_candidate":[0,200],"round_phase":65539,"stage_id":9,"stage_round_variant":0,"stage_scene_resource":16,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[3,0,1,1],[2,0,0,4]],"characters":[10,9],"command_words_observed":[0,0],"completed_native_transitions":2261,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[412,608],"object_y_candidate":[0,0],"round_phase":65540,"stage_id":9,"stage_round_variant":0,"stage_scene_resource":16,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[3,0,1,1],[3,0,1,1]],"characters":[10,9],"command_words_observed":[0,0],"completed_native_transitions":2369,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[412,608],"object_y_candidate":[0,0],"round_phase":131072,"stage_id":9,"stage_round_variant":0,"stage_scene_resource":16,"timer":99}],"requested_characters":["yang","oro"],"timing":"transition output is t0; next step consumes input tick 0"},"source_episode_id":"sf3_val_external_002667_attempt0000","source_mode":"independent_uniform_random","status":"UNCOMMITTED_FORMAL_CANDIDATE","stored_input_audit":{"decisions_per_player":100,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":1200},"subjects":[{"character":"yang","handle":"P1","native_slot":0,"role":"external_player"},{"character":"oro","handle":"P2","native_slot":1,"role":"external_player"}],"utc":"2026-09-20T09:28:45.314574+00:00","valid_segments":4}
diff --git a/SF3/dataset/npc0/val/sources/sf3_val_external_002669_attempt0000/action_protocol.json b/SF3/dataset/npc0/val/sources/sf3_val_external_002669_attempt0000/action_protocol.json
new file mode 100644
index 0000000000000000000000000000000000000000..9d42acc405e15e3119ccead42ae18332b5eecd88
--- /dev/null
+++ b/SF3/dataset/npc0/val/sources/sf3_val_external_002669_attempt0000/action_protocol.json
@@ -0,0 +1,1999 @@
+{
+  "actions": [
+    {
+      "id": 0,
+      "name": "noop",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Release all buttons for 12 game ticks."
+    },
+    {
+      "id": 1,
+      "name": "left",
+      "template": [
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-left for 12 game ticks."
+    },
+    {
+      "id": 2,
+      "name": "right",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-right for 12 game ticks."
+    },
+    {
+      "id": 3,
+      "name": "jump",
+      "template": [
+        [
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press up for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 4,
+      "name": "crouch",
+      "template": [
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold down to crouch for 12 game ticks."
+    },
+    {
+      "id": 5,
+      "name": "light_punch",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press light punch for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 6,
+      "name": "medium_punch",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press medium punch for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 7,
+      "name": "heavy_punch",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press heavy punch for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 8,
+      "name": "light_kick",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press light kick for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 9,
+      "name": "medium_kick",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press medium kick for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 10,
+      "name": "heavy_kick",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press heavy kick for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 11,
+      "name": "left_jump",
+      "template": [
+        [
+          1,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-left for 12 game ticks and press up during the first 3 game ticks."
+    },
+    {
+      "id": 12,
+      "name": "right_jump",
+      "template": [
+        [
+          1,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-right for 12 game ticks and press up during the first 3 game ticks."
+    }
+  ],
+  "block_ticks": 12,
+  "combat_buttons": [
+    "UP",
+    "DOWN",
+    "LEFT",
+    "RIGHT",
+    "A",
+    "Y",
+    "X",
+    "B",
+    "C",
+    "Z"
+  ],
+  "direction_semantics": "absolute screen LEFT/RIGHT",
+  "native_fps": 60,
+  "port_buttons_per_player": [
+    "B",
+    "A",
+    "MODE",
+    "START",
+    "UP",
+    "DOWN",
+    "LEFT",
+    "RIGHT",
+    "C",
+    "Y",
+    "X",
+    "Z"
+  ],
+  "press_ticks": 3,
+  "sampling": "independent PCG64 streams per source episode and player; uniform 1/13; repeats allowed",
+  "version": "sf3_external_12tick_v1"
+}
diff --git a/SF3/dataset/npc0/val/sources/sf3_val_external_002669_attempt0000/report.json b/SF3/dataset/npc0/val/sources/sf3_val_external_002669_attempt0000/report.json
new file mode 100644
index 0000000000000000000000000000000000000000..19897f6835365f4289222faa1b36b55e8f45e5bd
--- /dev/null
+++ b/SF3/dataset/npc0/val/sources/sf3_val_external_002669_attempt0000/report.json
@@ -0,0 +1 @@
+{"action_counts":{"P1":{"crouch":11,"heavy_kick":5,"heavy_punch":9,"jump":7,"left":5,"left_jump":11,"light_kick":7,"light_punch":9,"medium_kick":8,"medium_punch":6,"noop":8,"right":8,"right_jump":6},"P2":{"crouch":4,"heavy_kick":8,"heavy_punch":8,"jump":4,"left":7,"left_jump":7,"light_kick":15,"light_punch":11,"medium_kick":9,"medium_punch":7,"noop":7,"right":11,"right_jump":2}},"case_id":"sf3_val_external_002669","control_values":[[1,1]],"formal_ready":false,"frames":401,"hp_end":[103,92],"hp_start":[160,160],"input_audit":{"decisions_per_player":100,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":1200},"master_seed":20260920,"missing_formal_gates":["independent_formal_audit"],"native_input_audit":{"action_labels_describe":"issued external ports; filtered input is audit evidence","actor_tile_write_counts":[[5192,0],[4993,0]],"compared_words":[0,1,3],"engine_filtered_ticks":[156,336,528,564,576,600,648,660,1068,1128,1176],"exact":true,"filter_state_mismatched_values":0,"first_post_filter_mismatch":null,"post_filter_mismatched_words":0,"pre_filter_mismatched_words":0,"primary_blend_pixels":0,"scope":"issued ports -> pre-SOCD words -> existing default filter -> consumed Cps3Input","socd_mode":[3,3],"ticks":1200},"native_transitions":1200,"npc_count":0,"player_seed_hex":["018de4ebc043e4d7c473da617b260d9aa3d30535ec1da27255f21d82cb99f204","055558bacd9799dcde18b9997a695927b4761432c8c315643266f28a5c020883"],"python":"3.8.20 (default, Oct  2 2024, 16:34:12) \n[Clang 18.1.8 ]","seconds":51.82634299993515,"segments":[{"end_native_transition":300,"hp_end":[160,153],"hp_start":[160,160],"index":0,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"reasons":[],"selected_for_encoding":false,"start_native_transition":0,"valid":true},{"end_native_transition":600,"hp_end":[124,128],"hp_start":[160,153],"index":1,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"reasons":[],"selected_for_encoding":false,"start_native_transition":300,"valid":true},{"body_labels":{"body_pixel_min":[1319,1821],"engine_ids":[33608076,33609060],"id_encoding":"RGB=(0,0,rank), rank1=P1, rank2=P2; background=0","mask_policy":"sf3_primary_character_body_only_v1","media":{"byte_size":976682,"codec":"ffv1","decoded_rgb24_matches_source":true,"fps":20,"frames":101,"height":480,"pixel_format":"bgr0","resize":"384x224 -> crop top=1 bottom=1 left=0 right=0 -> 384x222 -> 832x481 nearest-neighbor (uniform 13/6, non-integer scale) -> crop bottom=1 -> 832x480","spatial_transform":{"integer_upscale":false,"interpolation":"nearest-neighbor","native_crop_ltrb":[0,1,0,1],"native_size_wh":[384,224],"output_crop_ltrb":[0,0,0,1],"output_size_wh":[832,480],"resize_size_wh":[832,481],"scale_xy":[2.1666666666666665,2.1666666666666665],"source_index_xy":["floor(x * 384 / 832)","1 + floor(y * 222 / 481)"]},"width":832}},"end_native_transition":900,"hp_end":[103,99],"hp_start":[124,128],"index":2,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"media":{"byte_size":6668289,"codec":"ffv1","decoded_rgb24_matches_source":true,"fps":20,"frames":101,"height":480,"pixel_format":"bgr0","resize":"384x224 -> crop top=1 bottom=1 left=0 right=0 -> 384x222 -> 832x481 nearest-neighbor (uniform 13/6, non-integer scale) -> crop bottom=1 -> 832x480","spatial_transform":{"integer_upscale":false,"interpolation":"nearest-neighbor","native_crop_ltrb":[0,1,0,1],"native_size_wh":[384,224],"output_crop_ltrb":[0,0,0,1],"output_size_wh":[832,480],"resize_size_wh":[832,481],"scale_xy":[2.1666666666666665,2.1666666666666665],"source_index_xy":["floor(x * 384 / 832)","1 + floor(y * 222 / 481)"]},"width":832},"reasons":[],"selected_for_encoding":true,"start_native_transition":600,"valid":true},{"end_native_transition":1200,"hp_end":[103,92],"hp_start":[103,99],"index":3,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"reasons":[],"selected_for_encoding":false,"start_native_transition":900,"valid":true}],"setup":{"boot":"fresh linear normal 2P boot; no RAM writes; no get_state/set_state","boundary_policy":"phase2_transition_linear_external_v1","core":{"package":"../../../../../generator/retro/stable_retro/__init__.py","path":"../../../../../generator/core/fbneo_libretro.so","stable_retro":"0.9.9"},"expected_character_ids":[10,3],"initial_completed_native_transitions":2441,"initial_state":{"actor_hp":[160,160],"actor_state_words":[[3,0,1,1],[3,0,1,1]],"characters":[10,3],"command_words_observed":[0,0],"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[412,608],"object_y_candidate":[0,0],"round_phase":131072,"stage_id":3,"stage_round_variant":0,"stage_scene_resource":5,"timer":99},"integration_files":{"data.json":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002669_attempt0000/integration/Sf3-Arcade/data.json"},"metadata.json":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002669_attempt0000/integration/Sf3-Arcade/metadata.json"},"original_rom":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002669_attempt0000/integration/Sf3-Arcade/sfiii.zip"},"rom":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002669_attempt0000/integration/Sf3-Arcade/rom.zip"},"scenario.json":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002669_attempt0000/integration/Sf3-Arcade/scenario.json"}},"phase_transitions":[{"actor_hp":[160,160],"actor_state_words":[[1,0,0,0],[1,0,0,0]],"characters":[10,3],"command_words_observed":[0,0],"completed_native_transitions":2106,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[0,0],"hp":[160,160],"object_x_candidate":[0,0],"object_y_candidate":[0,0],"round_phase":65536,"stage_id":3,"stage_round_variant":0,"stage_scene_resource":5,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[2,0,0,2],[2,0,0,2]],"characters":[10,3],"command_words_observed":[0,0],"completed_native_transitions":2130,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,1],"hp":[160,160],"object_x_candidate":[416,585],"object_y_candidate":[0,188],"round_phase":65537,"stage_id":3,"stage_round_variant":0,"stage_scene_resource":5,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[2,0,0,2],[2,0,0,3]],"characters":[10,3],"command_words_observed":[0,0],"completed_native_transitions":2138,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,1],"hp":[160,160],"object_x_candidate":[416,579],"object_y_candidate":[0,230],"round_phase":65538,"stage_id":3,"stage_round_variant":0,"stage_scene_resource":5,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[2,0,0,2],[2,0,0,3]],"characters":[10,3],"command_words_observed":[0,0],"completed_native_transitions":2139,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,1],"hp":[160,160],"object_x_candidate":[416,578],"object_y_candidate":[0,236],"round_phase":65539,"stage_id":3,"stage_round_variant":0,"stage_scene_resource":5,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[3,0,1,1],[2,0,1,0]],"characters":[10,3],"command_words_observed":[0,0],"completed_native_transitions":2333,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[412,608],"object_y_candidate":[0,0],"round_phase":65540,"stage_id":3,"stage_round_variant":0,"stage_scene_resource":5,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[3,0,1,1],[3,0,1,1]],"characters":[10,3],"command_words_observed":[0,0],"completed_native_transitions":2441,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[412,608],"object_y_candidate":[0,0],"round_phase":131072,"stage_id":3,"stage_round_variant":0,"stage_scene_resource":5,"timer":99}],"requested_characters":["yang","yun"],"timing":"transition output is t0; next step consumes input tick 0"},"source_episode_id":"sf3_val_external_002669_attempt0000","source_mode":"independent_uniform_random","status":"UNCOMMITTED_FORMAL_CANDIDATE","stored_input_audit":{"decisions_per_player":100,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":1200},"subjects":[{"character":"yang","handle":"P1","native_slot":0,"role":"external_player"},{"character":"yun","handle":"P2","native_slot":1,"role":"external_player"}],"utc":"2026-09-20T08:31:04.483191+00:00","valid_segments":4}
diff --git a/SF3/dataset/npc0/val/sources/sf3_val_external_002670_attempt0000/action_protocol.json b/SF3/dataset/npc0/val/sources/sf3_val_external_002670_attempt0000/action_protocol.json
new file mode 100644
index 0000000000000000000000000000000000000000..9d42acc405e15e3119ccead42ae18332b5eecd88
--- /dev/null
+++ b/SF3/dataset/npc0/val/sources/sf3_val_external_002670_attempt0000/action_protocol.json
@@ -0,0 +1,1999 @@
+{
+  "actions": [
+    {
+      "id": 0,
+      "name": "noop",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Release all buttons for 12 game ticks."
+    },
+    {
+      "id": 1,
+      "name": "left",
+      "template": [
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-left for 12 game ticks."
+    },
+    {
+      "id": 2,
+      "name": "right",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-right for 12 game ticks."
+    },
+    {
+      "id": 3,
+      "name": "jump",
+      "template": [
+        [
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press up for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 4,
+      "name": "crouch",
+      "template": [
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold down to crouch for 12 game ticks."
+    },
+    {
+      "id": 5,
+      "name": "light_punch",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press light punch for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 6,
+      "name": "medium_punch",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press medium punch for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 7,
+      "name": "heavy_punch",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press heavy punch for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 8,
+      "name": "light_kick",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press light kick for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 9,
+      "name": "medium_kick",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press medium kick for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 10,
+      "name": "heavy_kick",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press heavy kick for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 11,
+      "name": "left_jump",
+      "template": [
+        [
+          1,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-left for 12 game ticks and press up during the first 3 game ticks."
+    },
+    {
+      "id": 12,
+      "name": "right_jump",
+      "template": [
+        [
+          1,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-right for 12 game ticks and press up during the first 3 game ticks."
+    }
+  ],
+  "block_ticks": 12,
+  "combat_buttons": [
+    "UP",
+    "DOWN",
+    "LEFT",
+    "RIGHT",
+    "A",
+    "Y",
+    "X",
+    "B",
+    "C",
+    "Z"
+  ],
+  "direction_semantics": "absolute screen LEFT/RIGHT",
+  "native_fps": 60,
+  "port_buttons_per_player": [
+    "B",
+    "A",
+    "MODE",
+    "START",
+    "UP",
+    "DOWN",
+    "LEFT",
+    "RIGHT",
+    "C",
+    "Y",
+    "X",
+    "Z"
+  ],
+  "press_ticks": 3,
+  "sampling": "independent PCG64 streams per source episode and player; uniform 1/13; repeats allowed",
+  "version": "sf3_external_12tick_v1"
+}
diff --git a/SF3/dataset/npc0/val/sources/sf3_val_external_002670_attempt0000/report.json b/SF3/dataset/npc0/val/sources/sf3_val_external_002670_attempt0000/report.json
new file mode 100644
index 0000000000000000000000000000000000000000..961c84d9eb0f4ce25f18e93b891f85a75f716818
--- /dev/null
+++ b/SF3/dataset/npc0/val/sources/sf3_val_external_002670_attempt0000/report.json
@@ -0,0 +1 @@
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+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-left for 12 game ticks."
+    },
+    {
+      "id": 2,
+      "name": "right",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-right for 12 game ticks."
+    },
+    {
+      "id": 3,
+      "name": "jump",
+      "template": [
+        [
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press up for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 4,
+      "name": "crouch",
+      "template": [
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold down to crouch for 12 game ticks."
+    },
+    {
+      "id": 5,
+      "name": "light_punch",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press light punch for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 6,
+      "name": "medium_punch",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press medium punch for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 7,
+      "name": "heavy_punch",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press heavy punch for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 8,
+      "name": "light_kick",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press light kick for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 9,
+      "name": "medium_kick",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press medium kick for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 10,
+      "name": "heavy_kick",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press heavy kick for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 11,
+      "name": "left_jump",
+      "template": [
+        [
+          1,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-left for 12 game ticks and press up during the first 3 game ticks."
+    },
+    {
+      "id": 12,
+      "name": "right_jump",
+      "template": [
+        [
+          1,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-right for 12 game ticks and press up during the first 3 game ticks."
+    }
+  ],
+  "block_ticks": 12,
+  "combat_buttons": [
+    "UP",
+    "DOWN",
+    "LEFT",
+    "RIGHT",
+    "A",
+    "Y",
+    "X",
+    "B",
+    "C",
+    "Z"
+  ],
+  "direction_semantics": "absolute screen LEFT/RIGHT",
+  "native_fps": 60,
+  "port_buttons_per_player": [
+    "B",
+    "A",
+    "MODE",
+    "START",
+    "UP",
+    "DOWN",
+    "LEFT",
+    "RIGHT",
+    "C",
+    "Y",
+    "X",
+    "Z"
+  ],
+  "press_ticks": 3,
+  "sampling": "independent PCG64 streams per source episode and player; uniform 1/13; repeats allowed",
+  "version": "sf3_external_12tick_v1"
+}
diff --git a/SF3/dataset/npc0/val/sources/sf3_val_external_002672_attempt0000/report.json b/SF3/dataset/npc0/val/sources/sf3_val_external_002672_attempt0000/report.json
new file mode 100644
index 0000000000000000000000000000000000000000..46aaee1e5908786b11ce8e182583cb38a34c06ad
--- /dev/null
+++ b/SF3/dataset/npc0/val/sources/sf3_val_external_002672_attempt0000/report.json
@@ -0,0 +1 @@
+{"action_counts":{"P1":{"crouch":4,"heavy_kick":10,"heavy_punch":7,"jump":6,"left":9,"left_jump":12,"light_kick":7,"light_punch":3,"medium_kick":7,"medium_punch":11,"noop":11,"right":5,"right_jump":8},"P2":{"crouch":7,"heavy_kick":3,"heavy_punch":10,"jump":12,"left":9,"left_jump":7,"light_kick":5,"light_punch":10,"medium_kick":11,"medium_punch":6,"noop":7,"right":5,"right_jump":8}},"case_id":"sf3_val_external_002672","control_values":[[1,1]],"formal_ready":false,"frames":401,"hp_end":[105,123],"hp_start":[160,160],"input_audit":{"decisions_per_player":100,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":1200},"master_seed":20260920,"missing_formal_gates":["independent_formal_audit"],"native_input_audit":{"action_labels_describe":"issued external ports; filtered input is audit evidence","actor_tile_write_counts":[[5388,0],[4723,0]],"compared_words":[0,1,3],"engine_filtered_ticks":[24,132,288,300,360,420,540,612,624,648,780,816,1188],"exact":true,"filter_state_mismatched_values":0,"first_post_filter_mismatch":null,"post_filter_mismatched_words":0,"pre_filter_mismatched_words":0,"primary_blend_pixels":0,"scope":"issued ports -> pre-SOCD words -> existing default filter -> consumed Cps3Input","socd_mode":[3,3],"ticks":1200},"native_transitions":1200,"npc_count":0,"player_seed_hex":["12dcd0f96e30422e33d0355fc96119b96d234fe79b79ac70a4fd4609efc52a36","081df9588710485861a974874ba19de9f15e8924f7655e7967dacc8b07185933"],"python":"3.8.20 (default, Oct  2 2024, 16:34:12) \n[Clang 18.1.8 ]","seconds":44.93906285241246,"segments":[{"end_native_transition":300,"hp_end":[138,157],"hp_start":[160,160],"index":0,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"reasons":[],"selected_for_encoding":false,"start_native_transition":0,"valid":true},{"body_labels":{"body_pixel_min":[1695,1613],"engine_ids":[33608076,33609060],"id_encoding":"RGB=(0,0,rank), rank1=P1, rank2=P2; background=0","mask_policy":"sf3_primary_character_body_only_v1","media":{"byte_size":978186,"codec":"ffv1","decoded_rgb24_matches_source":true,"fps":20,"frames":101,"height":480,"pixel_format":"bgr0","resize":"384x224 -> crop top=1 bottom=1 left=0 right=0 -> 384x222 -> 832x481 nearest-neighbor (uniform 13/6, non-integer scale) -> crop bottom=1 -> 832x480","spatial_transform":{"integer_upscale":false,"interpolation":"nearest-neighbor","native_crop_ltrb":[0,1,0,1],"native_size_wh":[384,224],"output_crop_ltrb":[0,0,0,1],"output_size_wh":[832,480],"resize_size_wh":[832,481],"scale_xy":[2.1666666666666665,2.1666666666666665],"source_index_xy":["floor(x * 384 / 832)","1 + floor(y * 222 / 481)"]},"width":832}},"end_native_transition":600,"hp_end":[138,157],"hp_start":[138,157],"index":1,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"media":{"byte_size":7062498,"codec":"ffv1","decoded_rgb24_matches_source":true,"fps":20,"frames":101,"height":480,"pixel_format":"bgr0","resize":"384x224 -> crop top=1 bottom=1 left=0 right=0 -> 384x222 -> 832x481 nearest-neighbor (uniform 13/6, non-integer scale) -> crop bottom=1 -> 832x480","spatial_transform":{"integer_upscale":false,"interpolation":"nearest-neighbor","native_crop_ltrb":[0,1,0,1],"native_size_wh":[384,224],"output_crop_ltrb":[0,0,0,1],"output_size_wh":[832,480],"resize_size_wh":[832,481],"scale_xy":[2.1666666666666665,2.1666666666666665],"source_index_xy":["floor(x * 384 / 832)","1 + floor(y * 222 / 481)"]},"width":832},"reasons":[],"selected_for_encoding":true,"start_native_transition":300,"valid":true},{"end_native_transition":900,"hp_end":[138,123],"hp_start":[138,157],"index":2,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"reasons":[],"selected_for_encoding":false,"start_native_transition":600,"valid":true},{"end_native_transition":1200,"hp_end":[105,123],"hp_start":[138,123],"index":3,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"reasons":[],"selected_for_encoding":false,"start_native_transition":900,"valid":true}],"setup":{"boot":"fresh linear normal 2P boot; no RAM writes; no get_state/set_state","boundary_policy":"phase2_transition_linear_external_v1","core":{"package":"../../../../../generator/retro/stable_retro/__init__.py","path":"../../../../../generator/core/fbneo_libretro.so","stable_retro":"0.9.9"},"expected_character_ids":[3,8],"initial_completed_native_transitions":2417,"initial_state":{"actor_hp":[160,160],"actor_state_words":[[3,0,1,1],[3,0,1,1]],"characters":[3,8],"command_words_observed":[0,0],"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[413,638],"object_y_candidate":[0,0],"round_phase":131072,"stage_id":8,"stage_round_variant":0,"stage_scene_resource":14,"timer":99},"integration_files":{"data.json":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002672_attempt0000/integration/Sf3-Arcade/data.json"},"metadata.json":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002672_attempt0000/integration/Sf3-Arcade/metadata.json"},"original_rom":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002672_attempt0000/integration/Sf3-Arcade/sfiii.zip"},"rom":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002672_attempt0000/integration/Sf3-Arcade/rom.zip"},"scenario.json":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002672_attempt0000/integration/Sf3-Arcade/scenario.json"}},"phase_transitions":[{"actor_hp":[160,160],"actor_state_words":[[1,0,0,0],[1,0,0,0]],"characters":[3,8],"command_words_observed":[0,0],"completed_native_transitions":2124,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[0,0],"hp":[160,160],"object_x_candidate":[0,0],"object_y_candidate":[0,0],"round_phase":65536,"stage_id":8,"stage_round_variant":0,"stage_scene_resource":14,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[2,0,0,3],[2,0,0,1]],"characters":[3,8],"command_words_observed":[0,0],"completed_native_transitions":2148,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[416,614],"object_y_candidate":[0,0],"round_phase":65537,"stage_id":8,"stage_round_variant":0,"stage_scene_resource":14,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[2,0,0,3],[2,0,0,1]],"characters":[3,8],"command_words_observed":[0,0],"completed_native_transitions":2156,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[416,618],"object_y_candidate":[0,0],"round_phase":65538,"stage_id":8,"stage_round_variant":0,"stage_scene_resource":14,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[2,0,0,3],[2,0,0,1]],"characters":[3,8],"command_words_observed":[0,0],"completed_native_transitions":2157,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[416,618],"object_y_candidate":[0,0],"round_phase":65539,"stage_id":8,"stage_round_variant":0,"stage_scene_resource":14,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[2,0,1,0],[3,0,1,1]],"characters":[3,8],"command_words_observed":[0,0],"completed_native_transitions":2309,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[413,608],"object_y_candidate":[0,0],"round_phase":65540,"stage_id":8,"stage_round_variant":0,"stage_scene_resource":14,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[3,0,1,1],[3,0,1,1]],"characters":[3,8],"command_words_observed":[0,0],"completed_native_transitions":2417,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[413,638],"object_y_candidate":[0,0],"round_phase":131072,"stage_id":8,"stage_round_variant":0,"stage_scene_resource":14,"timer":99}],"requested_characters":["yun","elena"],"timing":"transition output is t0; next step consumes input tick 0"},"source_episode_id":"sf3_val_external_002672_attempt0000","source_mode":"independent_uniform_random","status":"UNCOMMITTED_FORMAL_CANDIDATE","stored_input_audit":{"decisions_per_player":100,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":1200},"subjects":[{"character":"yun","handle":"P1","native_slot":0,"role":"external_player"},{"character":"elena","handle":"P2","native_slot":1,"role":"external_player"}],"utc":"2026-09-20T07:52:43.422383+00:00","valid_segments":4}
diff --git a/SF3/dataset/npc0/val/sources/sf3_val_external_002674_attempt0000/action_protocol.json b/SF3/dataset/npc0/val/sources/sf3_val_external_002674_attempt0000/action_protocol.json
new file mode 100644
index 0000000000000000000000000000000000000000..9d42acc405e15e3119ccead42ae18332b5eecd88
--- /dev/null
+++ b/SF3/dataset/npc0/val/sources/sf3_val_external_002674_attempt0000/action_protocol.json
@@ -0,0 +1,1999 @@
+{
+  "actions": [
+    {
+      "id": 0,
+      "name": "noop",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Release all buttons for 12 game ticks."
+    },
+    {
+      "id": 1,
+      "name": "left",
+      "template": [
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-left for 12 game ticks."
+    },
+    {
+      "id": 2,
+      "name": "right",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-right for 12 game ticks."
+    },
+    {
+      "id": 3,
+      "name": "jump",
+      "template": [
+        [
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press up for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 4,
+      "name": "crouch",
+      "template": [
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold down to crouch for 12 game ticks."
+    },
+    {
+      "id": 5,
+      "name": "light_punch",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press light punch for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 6,
+      "name": "medium_punch",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press medium punch for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 7,
+      "name": "heavy_punch",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press heavy punch for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 8,
+      "name": "light_kick",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press light kick for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 9,
+      "name": "medium_kick",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press medium kick for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 10,
+      "name": "heavy_kick",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press heavy kick for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 11,
+      "name": "left_jump",
+      "template": [
+        [
+          1,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-left for 12 game ticks and press up during the first 3 game ticks."
+    },
+    {
+      "id": 12,
+      "name": "right_jump",
+      "template": [
+        [
+          1,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-right for 12 game ticks and press up during the first 3 game ticks."
+    }
+  ],
+  "block_ticks": 12,
+  "combat_buttons": [
+    "UP",
+    "DOWN",
+    "LEFT",
+    "RIGHT",
+    "A",
+    "Y",
+    "X",
+    "B",
+    "C",
+    "Z"
+  ],
+  "direction_semantics": "absolute screen LEFT/RIGHT",
+  "native_fps": 60,
+  "port_buttons_per_player": [
+    "B",
+    "A",
+    "MODE",
+    "START",
+    "UP",
+    "DOWN",
+    "LEFT",
+    "RIGHT",
+    "C",
+    "Y",
+    "X",
+    "Z"
+  ],
+  "press_ticks": 3,
+  "sampling": "independent PCG64 streams per source episode and player; uniform 1/13; repeats allowed",
+  "version": "sf3_external_12tick_v1"
+}
diff --git a/SF3/dataset/npc0/val/sources/sf3_val_external_002674_attempt0000/report.json b/SF3/dataset/npc0/val/sources/sf3_val_external_002674_attempt0000/report.json
new file mode 100644
index 0000000000000000000000000000000000000000..3c78e9dd2d6f8023a8455b7e6996b06f24cbdf57
--- /dev/null
+++ b/SF3/dataset/npc0/val/sources/sf3_val_external_002674_attempt0000/report.json
@@ -0,0 +1 @@
+{"action_counts":{"P1":{"crouch":10,"heavy_kick":9,"heavy_punch":8,"jump":10,"left":8,"left_jump":6,"light_kick":10,"light_punch":6,"medium_kick":7,"medium_punch":6,"noop":8,"right":4,"right_jump":8},"P2":{"crouch":4,"heavy_kick":9,"heavy_punch":5,"jump":9,"left":9,"left_jump":6,"light_kick":7,"light_punch":8,"medium_kick":10,"medium_punch":6,"noop":13,"right":6,"right_jump":8}},"case_id":"sf3_val_external_002674","control_values":[[1,1]],"formal_ready":false,"frames":401,"hp_end":[105,126],"hp_start":[160,160],"input_audit":{"decisions_per_player":100,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":1200},"master_seed":20260920,"missing_formal_gates":["independent_formal_audit"],"native_input_audit":{"action_labels_describe":"issued external ports; filtered input is audit evidence","actor_tile_write_counts":[[4866,0],[4622,0]],"compared_words":[0,1,3],"engine_filtered_ticks":[12,84,96,168,180,288,504,936,948,960,1020,1164,1176],"exact":true,"filter_state_mismatched_values":0,"first_post_filter_mismatch":null,"post_filter_mismatched_words":0,"pre_filter_mismatched_words":0,"primary_blend_pixels":0,"scope":"issued ports -> pre-SOCD words -> existing default filter -> consumed Cps3Input","socd_mode":[3,3],"ticks":1200},"native_transitions":1200,"npc_count":0,"player_seed_hex":["5c573edc6abcdf42588e2b561c88e35a7d6816452d66d7fc7f5871a1545d9ac2","4dd70d4749ff403bee6f926f982478f0cc2d99d83173b2c1d363830999969140"],"python":"3.8.20 (default, Oct  2 2024, 16:34:12) \n[Clang 18.1.8 ]","seconds":47.87628520652652,"segments":[{"end_native_transition":300,"hp_end":[148,160],"hp_start":[160,160],"index":0,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"reasons":[],"selected_for_encoding":false,"start_native_transition":0,"valid":true},{"end_native_transition":600,"hp_end":[117,134],"hp_start":[148,160],"index":1,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"reasons":[],"selected_for_encoding":false,"start_native_transition":300,"valid":true},{"end_native_transition":900,"hp_end":[112,134],"hp_start":[117,134],"index":2,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"reasons":[],"selected_for_encoding":false,"start_native_transition":600,"valid":true},{"body_labels":{"body_pixel_min":[2247,975],"engine_ids":[33608076,33609060],"id_encoding":"RGB=(0,0,rank), rank1=P1, rank2=P2; background=0","mask_policy":"sf3_primary_character_body_only_v1","media":{"byte_size":981311,"codec":"ffv1","decoded_rgb24_matches_source":true,"fps":20,"frames":101,"height":480,"pixel_format":"bgr0","resize":"384x224 -> crop top=1 bottom=1 left=0 right=0 -> 384x222 -> 832x481 nearest-neighbor (uniform 13/6, non-integer scale) -> crop bottom=1 -> 832x480","spatial_transform":{"integer_upscale":false,"interpolation":"nearest-neighbor","native_crop_ltrb":[0,1,0,1],"native_size_wh":[384,224],"output_crop_ltrb":[0,0,0,1],"output_size_wh":[832,480],"resize_size_wh":[832,481],"scale_xy":[2.1666666666666665,2.1666666666666665],"source_index_xy":["floor(x * 384 / 832)","1 + floor(y * 222 / 481)"]},"width":832}},"end_native_transition":1200,"hp_end":[105,126],"hp_start":[112,134],"index":3,"input_audit":{"decisions_per_player":25,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":300},"media":{"byte_size":7011449,"codec":"ffv1","decoded_rgb24_matches_source":true,"fps":20,"frames":101,"height":480,"pixel_format":"bgr0","resize":"384x224 -> crop top=1 bottom=1 left=0 right=0 -> 384x222 -> 832x481 nearest-neighbor (uniform 13/6, non-integer scale) -> crop bottom=1 -> 832x480","spatial_transform":{"integer_upscale":false,"interpolation":"nearest-neighbor","native_crop_ltrb":[0,1,0,1],"native_size_wh":[384,224],"output_crop_ltrb":[0,0,0,1],"output_size_wh":[832,480],"resize_size_wh":[832,481],"scale_xy":[2.1666666666666665,2.1666666666666665],"source_index_xy":["floor(x * 384 / 832)","1 + floor(y * 222 / 481)"]},"width":832},"reasons":[],"selected_for_encoding":true,"start_native_transition":900,"valid":true}],"setup":{"boot":"fresh linear normal 2P boot; no RAM writes; no get_state/set_state","boundary_policy":"phase2_transition_linear_external_v1","core":{"package":"../../../../../generator/retro/stable_retro/__init__.py","path":"../../../../../generator/core/fbneo_libretro.so","stable_retro":"0.9.9"},"expected_character_ids":[3,5],"initial_completed_native_transitions":2441,"initial_state":{"actor_hp":[160,160],"actor_state_words":[[3,0,1,1],[3,0,1,1]],"characters":[3,5],"command_words_observed":[0,0],"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[413,607],"object_y_candidate":[0,0],"round_phase":131072,"stage_id":5,"stage_round_variant":0,"stage_scene_resource":9,"timer":99},"integration_files":{"data.json":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002674_attempt0000/integration/Sf3-Arcade/data.json"},"metadata.json":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002674_attempt0000/integration/Sf3-Arcade/metadata.json"},"original_rom":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002674_attempt0000/integration/Sf3-Arcade/sfiii.zip"},"rom":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002674_attempt0000/integration/Sf3-Arcade/rom.zip"},"scenario.json":{"path":"/nfs/zeqingwang/code/SelectiveAgency/data/sf3/dataset/.staging/sf3_val_external_002674_attempt0000/integration/Sf3-Arcade/scenario.json"}},"phase_transitions":[{"actor_hp":[160,160],"actor_state_words":[[1,0,0,0],[1,0,0,0]],"characters":[3,5],"command_words_observed":[0,0],"completed_native_transitions":2148,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[0,0],"hp":[160,160],"object_x_candidate":[0,0],"object_y_candidate":[0,0],"round_phase":65536,"stage_id":5,"stage_round_variant":0,"stage_scene_resource":9,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[2,0,0,3],[2,0,0,3]],"characters":[3,5],"command_words_observed":[0,0],"completed_native_transitions":2172,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[416,622],"object_y_candidate":[0,0],"round_phase":65537,"stage_id":5,"stage_round_variant":0,"stage_scene_resource":9,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[2,0,0,3],[2,0,0,3]],"characters":[3,5],"command_words_observed":[0,0],"completed_native_transitions":2180,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[416,622],"object_y_candidate":[0,0],"round_phase":65538,"stage_id":5,"stage_round_variant":0,"stage_scene_resource":9,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[2,0,0,3],[2,0,0,3]],"characters":[3,5],"command_words_observed":[0,0],"completed_native_transitions":2181,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[416,622],"object_y_candidate":[0,0],"round_phase":65539,"stage_id":5,"stage_round_variant":0,"stage_scene_resource":9,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[2,0,1,0],[3,0,1,1]],"characters":[3,5],"command_words_observed":[0,0],"completed_native_transitions":2333,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[413,607],"object_y_candidate":[0,0],"round_phase":65540,"stage_id":5,"stage_round_variant":0,"stage_scene_resource":9,"timer":99},{"actor_hp":[160,160],"actor_state_words":[[3,0,1,1],[3,0,1,1]],"characters":[3,5],"command_words_observed":[0,0],"completed_native_transitions":2441,"control":[1,1],"edge_words_observed":[0,0],"facing_candidate":[1,0],"hp":[160,160],"object_x_candidate":[413,607],"object_y_candidate":[0,0],"round_phase":131072,"stage_id":5,"stage_round_variant":0,"stage_scene_resource":9,"timer":99}],"requested_characters":["yun","necro"],"timing":"transition output is t0; next step consumes input tick 0"},"source_episode_id":"sf3_val_external_002674_attempt0000","source_mode":"independent_uniform_random","status":"UNCOMMITTED_FORMAL_CANDIDATE","stored_input_audit":{"decisions_per_player":100,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":1200},"subjects":[{"character":"yun","handle":"P1","native_slot":0,"role":"external_player"},{"character":"necro","handle":"P2","native_slot":1,"role":"external_player"}],"utc":"2026-09-20T08:14:59.983506+00:00","valid_segments":4}
diff --git a/SF3/dataset/npc0/val/sources/sf3_val_external_002676_attempt0000/action_protocol.json b/SF3/dataset/npc0/val/sources/sf3_val_external_002676_attempt0000/action_protocol.json
new file mode 100644
index 0000000000000000000000000000000000000000..9d42acc405e15e3119ccead42ae18332b5eecd88
--- /dev/null
+++ b/SF3/dataset/npc0/val/sources/sf3_val_external_002676_attempt0000/action_protocol.json
@@ -0,0 +1,1999 @@
+{
+  "actions": [
+    {
+      "id": 0,
+      "name": "noop",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Release all buttons for 12 game ticks."
+    },
+    {
+      "id": 1,
+      "name": "left",
+      "template": [
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-left for 12 game ticks."
+    },
+    {
+      "id": 2,
+      "name": "right",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-right for 12 game ticks."
+    },
+    {
+      "id": 3,
+      "name": "jump",
+      "template": [
+        [
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press up for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 4,
+      "name": "crouch",
+      "template": [
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold down to crouch for 12 game ticks."
+    },
+    {
+      "id": 5,
+      "name": "light_punch",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press light punch for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 6,
+      "name": "medium_punch",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press medium punch for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 7,
+      "name": "heavy_punch",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press heavy punch for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 8,
+      "name": "light_kick",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press light kick for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 9,
+      "name": "medium_kick",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press medium kick for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 10,
+      "name": "heavy_kick",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press heavy kick for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 11,
+      "name": "left_jump",
+      "template": [
+        [
+          1,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-left for 12 game ticks and press up during the first 3 game ticks."
+    },
+    {
+      "id": 12,
+      "name": "right_jump",
+      "template": [
+        [
+          1,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-right for 12 game ticks and press up during the first 3 game ticks."
+    }
+  ],
+  "block_ticks": 12,
+  "combat_buttons": [
+    "UP",
+    "DOWN",
+    "LEFT",
+    "RIGHT",
+    "A",
+    "Y",
+    "X",
+    "B",
+    "C",
+    "Z"
+  ],
+  "direction_semantics": "absolute screen LEFT/RIGHT",
+  "native_fps": 60,
+  "port_buttons_per_player": [
+    "B",
+    "A",
+    "MODE",
+    "START",
+    "UP",
+    "DOWN",
+    "LEFT",
+    "RIGHT",
+    "C",
+    "Y",
+    "X",
+    "Z"
+  ],
+  "press_ticks": 3,
+  "sampling": "independent PCG64 streams per source episode and player; uniform 1/13; repeats allowed",
+  "version": "sf3_external_12tick_v1"
+}
diff --git a/SF3/dataset/npc0/val/sources/sf3_val_external_002676_attempt0000/report.json b/SF3/dataset/npc0/val/sources/sf3_val_external_002676_attempt0000/report.json
new file mode 100644
index 0000000000000000000000000000000000000000..191eb5e77777aeb265955a6d8b503dcb3f5a853b
--- /dev/null
+++ b/SF3/dataset/npc0/val/sources/sf3_val_external_002676_attempt0000/report.json
@@ -0,0 +1 @@
+{"action_counts":{"P1":{"crouch":5,"heavy_kick":7,"heavy_punch":9,"jump":8,"left":12,"left_jump":3,"light_kick":6,"light_punch":7,"medium_kick":5,"medium_punch":11,"noop":10,"right":12,"right_jump":5},"P2":{"crouch":10,"heavy_kick":4,"heavy_punch":9,"jump":7,"left":10,"left_jump":7,"light_kick":6,"light_punch":11,"medium_kick":5,"medium_punch":7,"noop":8,"right":11,"right_jump":5}},"case_id":"sf3_val_external_002676","control_values":[[1,1]],"formal_ready":false,"frames":401,"hp_end":[65,85],"hp_start":[160,160],"input_audit":{"decisions_per_player":100,"exact":true,"first_mismatch_tick_slot_button":null,"mismatched_bits":0,"native_ticks":1200},"master_seed":20260920,"missing_formal_gates":["independent_formal_audit"],"native_input_audit":{"action_labels_describe":"issued external ports; filtered input is audit evidence","actor_tile_write_counts":[[4987,0],[4749,0]],"compared_words":[0,1,3],"engine_filtered_ticks":[36,180,264,288,384,396,408,480,516,600,624,732,744,780,792,936,1008],"exact":true,"filter_state_mismatched_values":0,"first_post_filter_mismatch":null,"post_filter_mismatched_words":0,"pre_filter_mismatched_words":0,"primary_blend_pixels":0,"scope":"issued ports -> pre-SOCD words -> existing default filter -> consumed Cps3Input","socd_mode":[3,3],"ticks":1200},"native_transitions":1200,"npc_count":0,"player_seed_hex":["321d89fddcbd8dd195522550a080580fcd441cc20e803cfadc0dbf7d8a90d3a8","5f279f703090f7b440cc13ecb92744e893d6c04e937b9e2d2d0bee922c3de29d"],"python":"3.8.20 (default, Oct  2 2024, 16:34:12) \n[Clang 18.1.8 ]","seconds":31.28960882872343,"segments":[{"body_labels":{"body_pixel_min":[2202,1728],"engine_ids":[33608076,33609060],"id_encoding":"RGB=(0,0,rank), rank1=P1, rank2=P2; 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diff --git a/SF3/dataset/npc0/val/sources/sf3_val_external_002677_attempt0000/action_protocol.json b/SF3/dataset/npc0/val/sources/sf3_val_external_002677_attempt0000/action_protocol.json
new file mode 100644
index 0000000000000000000000000000000000000000..9d42acc405e15e3119ccead42ae18332b5eecd88
--- /dev/null
+++ b/SF3/dataset/npc0/val/sources/sf3_val_external_002677_attempt0000/action_protocol.json
@@ -0,0 +1,1999 @@
+{
+  "actions": [
+    {
+      "id": 0,
+      "name": "noop",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
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+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
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+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
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+          0,
+          0,
+          0,
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+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
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+          0,
+          0,
+          0,
+          0
+        ],
+        [
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+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
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+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
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+          0,
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+          0,
+          0,
+          0
+        ],
+        [
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+          0,
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+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
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+          0,
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+          0,
+          0,
+          0,
+          0
+        ],
+        [
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+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Release all buttons for 12 game ticks."
+    },
+    {
+      "id": 1,
+      "name": "left",
+      "template": [
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
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+          0,
+          0,
+          0,
+          0
+        ],
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+          1,
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+          0,
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+          0,
+          0
+        ],
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+          1,
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+          0,
+          0
+        ],
+        [
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+          1,
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+          0
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+          0,
+          0
+        ],
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+          0,
+          0,
+          0
+        ],
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+          0,
+          0,
+          0
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+          0,
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+          0
+        ],
+        [
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+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
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+          0,
+          1,
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+          0,
+          0
+        ],
+        [
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+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-left for 12 game ticks."
+    },
+    {
+      "id": 2,
+      "name": "right",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
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+        ],
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+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-right for 12 game ticks."
+    },
+    {
+      "id": 3,
+      "name": "jump",
+      "template": [
+        [
+          1,
+          0,
+          0,
+          0,
+          0,
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+          0,
+          0,
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+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press up for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 4,
+      "name": "crouch",
+      "template": [
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold down to crouch for 12 game ticks."
+    },
+    {
+      "id": 5,
+      "name": "light_punch",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press light punch for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 6,
+      "name": "medium_punch",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press medium punch for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 7,
+      "name": "heavy_punch",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press heavy punch for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 8,
+      "name": "light_kick",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press light kick for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 9,
+      "name": "medium_kick",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press medium kick for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 10,
+      "name": "heavy_kick",
+      "template": [
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Press heavy kick for 3 game ticks, then release for 9 game ticks."
+    },
+    {
+      "id": 11,
+      "name": "left_jump",
+      "template": [
+        [
+          1,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-left for 12 game ticks and press up during the first 3 game ticks."
+    },
+    {
+      "id": 12,
+      "name": "right_jump",
+      "template": [
+        [
+          1,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          1,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ]
+      ],
+      "text": "Hold screen-right for 12 game ticks and press up during the first 3 game ticks."
+    }
+  ],
+  "block_ticks": 12,
+  "combat_buttons": [
+    "UP",
+    "DOWN",
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new file mode 100644
index 0000000000000000000000000000000000000000..d7a7aba8fa5646e8437d00b45794fcd394a9347d
--- /dev/null
+++ b/SF3/dataset/npc0/val/sources/sf3_val_external_002677_attempt0000/report.json
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