Upload folder using huggingface_hub (part 6)

vec_pilot/layers-x/k2/visual_knowledge/visual_knowledge_d1_f1e64aceee5e/record.json

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+{
+  "prompt_id": "visual_knowledge_d1_f1e64aceee5e",
+  "run_name": "flux2_qil_decomposition_pilot",
+  "category": "visual_knowledge",
+  "difficulty": 1,
+  "image_prompt": "Synthetic photorealistic notice board with a wheelchair accessibility icon on a light blue background, clear and distinct from other symbols.",
+  "target_evidence": "wheelchair accessibility icon",
+  "expected_visual_elements": [
+    "notice board",
+    "wheelchair accessibility icon"
+  ],
+  "negative_prompt": "overexposed, low resolution, faded icon, cluttered board",
+  "diversity_tags": [
+    "notice board",
+    "accessibility"
+  ],
+  "llm_model_id": "Qwen/Qwen3-8B",
+  "prompt_hash": "f1e64aceee5e",
+  "rule_valid": true,
+  "rule_issues": [],
+  "rule_score": 1.0,
+  "opening_key": "synthetic photorealistic notice board with",
+  "max_similarity_to_other_prompt": 0.4615,
+  "diversity_score": 0.3385,
+  "repeated_opening": true,
+  "review": {
+    "prompt_id": "visual_knowledge_d1_f1e64aceee5e",
+    "accept": true,
+    "quality": 5,
+    "decomposition_fit": 5,
+    "diversity": 4,
+    "issues": []
+  },
+  "review_model_id": "/root/Layered-VQA/models/repos/Qwen_Qwen3-30B-A3B-Instruct-2507",
+  "final_rank_score": 0.97,
+  "status": "qwen_layered_done",
+  "image_model_id": "black-forest-labs/FLUX.2-dev",
+  "image_model_source": "/root/Layered-VQA/models/repos/black-forest-labs_FLUX.2-dev",
+  "image_model_slug": "black-forest-labs_FLUX.2-dev",
+  "image_path": "images/black-forest-labs_FLUX.2-dev/visual_knowledge/visual_knowledge_d1_f1e64aceee5e/image.png",
+  "image_width": 1024,
+  "image_height": 1024,
+  "num_inference_steps": 28,
+  "guidance_scale": 3.5,
+  "seed": 26827328,
+  "qwen_layered_model_id": "Qwen/Qwen-Image-Layered",
+  "qwen_layered_model_source": "/root/Layered-VQA/models/repos/Qwen_Qwen-Image-Layered",
+  "qwen_layered_prompt": "separate the image into clean transparent layers for foreground objects, readable text, occluders, relation-critical objects, and background",
+  "qwen_layer_count_requested": 2,
+  "qwen_layer_count_returned": 2,
+  "qwen_layer_paths": [
+    "layers-x/k2/visual_knowledge/visual_knowledge_d1_f1e64aceee5e/layers/layer_00.png",
+    "layers-x/k2/visual_knowledge/visual_knowledge_d1_f1e64aceee5e/layers/layer_01.png"
+  ],
+  "qwen_resolution": 640,
+  "qwen_num_inference_steps": 5,
+  "qwen_true_cfg_scale": 4.0,
+  "qwen_seed": 1009580,
+  "qwen_elapsed_seconds": 4.298,
+  "qwen_record_path": "layers-x/k2/visual_knowledge/visual_knowledge_d1_f1e64aceee5e/record.json"
+}

vec_pilot/layers-x/k2/visual_knowledge/visual_knowledge_d1_f8ab59cd5ff8/record.json

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+{
+  "prompt_id": "visual_knowledge_d1_f8ab59cd5ff8",
+  "run_name": "flux2_qil_decomposition_pilot",
+  "category": "visual_knowledge",
+  "difficulty": 1,
+  "image_prompt": "Synthetic photorealistic equipment tag with a wifi icon on a light gray tag, clean and isolated for easy decomposition.",
+  "target_evidence": "wifi icon",
+  "expected_visual_elements": [
+    "equipment tag",
+    "wifi icon",
+    "light gray color"
+  ],
+  "negative_prompt": "overly detailed, low resolution, curved edges, watermarks",
+  "diversity_tags": [
+    "equipment tag",
+    "wireless access",
+    "clean design"
+  ],
+  "llm_model_id": "Qwen/Qwen3-8B",
+  "prompt_hash": "f8ab59cd5ff8",
+  "rule_valid": true,
+  "rule_issues": [],
+  "rule_score": 1.0,
+  "opening_key": "synthetic photorealistic equipment tag with",
+  "max_similarity_to_other_prompt": 0.5909,
+  "diversity_score": 0.2091,
+  "repeated_opening": true,
+  "review": {
+    "prompt_id": "visual_knowledge_d1_f8ab59cd5ff8",
+    "accept": true,
+    "quality": 5,
+    "decomposition_fit": 5,
+    "diversity": 4,
+    "issues": []
+  },
+  "review_model_id": "/root/Layered-VQA/models/repos/Qwen_Qwen3-30B-A3B-Instruct-2507",
+  "final_rank_score": 0.97,
+  "status": "qwen_layered_done",
+  "image_model_id": "black-forest-labs/FLUX.2-dev",
+  "image_model_source": "/root/Layered-VQA/models/repos/black-forest-labs_FLUX.2-dev",
+  "image_model_slug": "black-forest-labs_FLUX.2-dev",
+  "image_path": "images/black-forest-labs_FLUX.2-dev/visual_knowledge/visual_knowledge_d1_f8ab59cd5ff8/image.png",
+  "image_width": 1024,
+  "image_height": 1024,
+  "num_inference_steps": 28,
+  "guidance_scale": 3.5,
+  "seed": 29521790,
+  "qwen_layered_model_id": "Qwen/Qwen-Image-Layered",
+  "qwen_layered_model_source": "/root/Layered-VQA/models/repos/Qwen_Qwen-Image-Layered",
+  "qwen_layered_prompt": "separate the image into clean transparent layers for foreground objects, readable text, occluders, relation-critical objects, and background",
+  "qwen_layer_count_requested": 2,
+  "qwen_layer_count_returned": 2,
+  "qwen_layer_paths": [
+    "layers-x/k2/visual_knowledge/visual_knowledge_d1_f8ab59cd5ff8/layers/layer_00.png",
+    "layers-x/k2/visual_knowledge/visual_knowledge_d1_f8ab59cd5ff8/layers/layer_01.png"
+  ],
+  "qwen_resolution": 640,
+  "qwen_num_inference_steps": 5,
+  "qwen_true_cfg_scale": 4.0,
+  "qwen_seed": 7245260,
+  "qwen_elapsed_seconds": 4.252,
+  "qwen_record_path": "layers-x/k2/visual_knowledge/visual_knowledge_d1_f8ab59cd5ff8/record.json"
+}

vec_pilot/layers-x/k2/visual_knowledge/visual_knowledge_d2_0b8ceb2874b0/record.json

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+{
+  "prompt_id": "visual_knowledge_d2_0b8ceb2874b0",
+  "run_name": "flux2_qil_decomposition_pilot",
+  "category": "visual_knowledge",
+  "difficulty": 2,
+  "image_prompt": "synthetic photorealistic equipment tag showing a yellow lightning bolt against a dark metal surface, clear boundaries and high lighting for symbol isolation",
+  "target_evidence": "yellow lightning bolt",
+  "expected_visual_elements": [
+    "equipment tag",
+    "yellow lightning bolt"
+  ],
+  "negative_prompt": "overexposed highlights, overlapping elements, soft focus",
+  "diversity_tags": [
+    "equipment tag",
+    "electrical hazard"
+  ],
+  "llm_model_id": "Qwen/Qwen3-8B",
+  "prompt_hash": "0b8ceb2874b0",
+  "rule_valid": true,
+  "rule_issues": [],
+  "rule_score": 1.0,
+  "opening_key": "synthetic photorealistic equipment tag showing",
+  "max_similarity_to_other_prompt": 0.4615,
+  "diversity_score": 0.3385,
+  "repeated_opening": true,
+  "review": {
+    "prompt_id": "visual_knowledge_d2_0b8ceb2874b0",
+    "accept": true,
+    "quality": 5,
+    "decomposition_fit": 5,
+    "diversity": 4,
+    "issues": []
+  },
+  "review_model_id": "/root/Layered-VQA/models/repos/Qwen_Qwen3-30B-A3B-Instruct-2507",
+  "final_rank_score": 0.97,
+  "status": "qwen_layered_done",
+  "image_model_id": "black-forest-labs/FLUX.2-dev",
+  "image_model_source": "/root/Layered-VQA/models/repos/black-forest-labs_FLUX.2-dev",
+  "image_model_slug": "black-forest-labs_FLUX.2-dev",
+  "image_path": "images/black-forest-labs_FLUX.2-dev/visual_knowledge/visual_knowledge_d2_0b8ceb2874b0/image.png",
+  "image_width": 1024,
+  "image_height": 1024,
+  "num_inference_steps": 28,
+  "guidance_scale": 3.5,
+  "seed": 21972515,
+  "qwen_layered_model_id": "Qwen/Qwen-Image-Layered",
+  "qwen_layered_model_source": "/root/Layered-VQA/models/repos/Qwen_Qwen-Image-Layered",
+  "qwen_layered_prompt": "separate the image into clean transparent layers for foreground objects, readable text, occluders, relation-critical objects, and background",
+  "qwen_layer_count_requested": 2,
+  "qwen_layer_count_returned": 2,
+  "qwen_layer_paths": [
+    "layers-x/k2/visual_knowledge/visual_knowledge_d2_0b8ceb2874b0/layers/layer_00.png",
+    "layers-x/k2/visual_knowledge/visual_knowledge_d2_0b8ceb2874b0/layers/layer_01.png"
+  ],
+  "qwen_resolution": 640,
+  "qwen_num_inference_steps": 5,
+  "qwen_true_cfg_scale": 4.0,
+  "qwen_seed": 116459,
+  "qwen_elapsed_seconds": 4.18,
+  "qwen_record_path": "layers-x/k2/visual_knowledge/visual_knowledge_d2_0b8ceb2874b0/record.json"
+}

vec_pilot/layers-x/k2/visual_knowledge/visual_knowledge_d2_1cac844d136a/record.json

@@ -0,0 +1,61 @@
+{
+  "prompt_id": "visual_knowledge_d2_1cac844d136a",
+  "run_name": "flux2_qil_decomposition_pilot",
+  "category": "visual_knowledge",
+  "difficulty": 2,
+  "image_prompt": "synthetic photorealistic wall sticker with a red medical cross on a light gray wall, clean edges and flat lighting for easy symbol separation",
+  "target_evidence": "red medical cross",
+  "expected_visual_elements": [
+    "wall sticker",
+    "red medical cross"
+  ],
+  "negative_prompt": "textured wall, shadows, complex background",
+  "diversity_tags": [
+    "wall sticker",
+    "medical aid"
+  ],
+  "llm_model_id": "Qwen/Qwen3-8B",
+  "prompt_hash": "1cac844d136a",
+  "rule_valid": true,
+  "rule_issues": [],
+  "rule_score": 1.0,
+  "opening_key": "synthetic photorealistic wall sticker with",
+  "max_similarity_to_other_prompt": 0.4444,
+  "diversity_score": 0.3556,
+  "repeated_opening": true,
+  "review": {
+    "prompt_id": "visual_knowledge_d2_1cac844d136a",
+    "accept": true,
+    "quality": 5,
+    "decomposition_fit": 5,
+    "diversity": 4,
+    "issues": []
+  },
+  "review_model_id": "/root/Layered-VQA/models/repos/Qwen_Qwen3-30B-A3B-Instruct-2507",
+  "final_rank_score": 0.97,
+  "status": "qwen_layered_done",
+  "image_model_id": "black-forest-labs/FLUX.2-dev",
+  "image_model_source": "/root/Layered-VQA/models/repos/black-forest-labs_FLUX.2-dev",
+  "image_model_slug": "black-forest-labs_FLUX.2-dev",
+  "image_path": "images/black-forest-labs_FLUX.2-dev/visual_knowledge/visual_knowledge_d2_1cac844d136a/image.png",
+  "image_width": 1024,
+  "image_height": 1024,
+  "num_inference_steps": 28,
+  "guidance_scale": 3.5,
+  "seed": 29341089,
+  "qwen_layered_model_id": "Qwen/Qwen-Image-Layered",
+  "qwen_layered_model_source": "/root/Layered-VQA/models/repos/Qwen_Qwen-Image-Layered",
+  "qwen_layered_prompt": "separate the image into clean transparent layers for foreground objects, readable text, occluders, relation-critical objects, and background",
+  "qwen_layer_count_requested": 2,
+  "qwen_layer_count_returned": 2,
+  "qwen_layer_paths": [
+    "layers-x/k2/visual_knowledge/visual_knowledge_d2_1cac844d136a/layers/layer_00.png",
+    "layers-x/k2/visual_knowledge/visual_knowledge_d2_1cac844d136a/layers/layer_01.png"
+  ],
+  "qwen_resolution": 640,
+  "qwen_num_inference_steps": 5,
+  "qwen_true_cfg_scale": 4.0,
+  "qwen_seed": 1413573,
+  "qwen_elapsed_seconds": 4.236,
+  "qwen_record_path": "layers-x/k2/visual_knowledge/visual_knowledge_d2_1cac844d136a/record.json"
+}

vec_pilot/layers-x/k2/visual_knowledge/visual_knowledge_d2_29e6503e1672/record.json

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+{
+  "prompt_id": "visual_knowledge_d2_29e6503e1672",
+  "run_name": "flux2_qil_decomposition_pilot",
+  "category": "visual_knowledge",
+  "difficulty": 2,
+  "image_prompt": "synthetic photorealistic control panel with a green recycling icon on a clean white background, high contrast and sharp focus for easy decomposition",
+  "target_evidence": "green recycling icon",
+  "expected_visual_elements": [
+    "control panel",
+    "green recycling icon"
+  ],
+  "negative_prompt": "blurry, low contrast, complex background, overlapping elements",
+  "diversity_tags": [
+    "control panel",
+    "recycling"
+  ],
+  "llm_model_id": "Qwen/Qwen3-8B",
+  "prompt_hash": "29e6503e1672",
+  "rule_valid": true,
+  "rule_issues": [],
+  "rule_score": 1.0,
+  "opening_key": "synthetic photorealistic control panel with",
+  "max_similarity_to_other_prompt": 0.75,
+  "diversity_score": 0.05,
+  "repeated_opening": true,
+  "review": {
+    "prompt_id": "visual_knowledge_d2_29e6503e1672",
+    "accept": true,
+    "quality": 5,
+    "decomposition_fit": 5,
+    "diversity": 4,
+    "issues": []
+  },
+  "review_model_id": "/root/Layered-VQA/models/repos/Qwen_Qwen3-30B-A3B-Instruct-2507",
+  "final_rank_score": 0.97,
+  "status": "qwen_layered_done",
+  "image_model_id": "black-forest-labs/FLUX.2-dev",
+  "image_model_source": "/root/Layered-VQA/models/repos/black-forest-labs_FLUX.2-dev",
+  "image_model_slug": "black-forest-labs_FLUX.2-dev",
+  "image_path": "images/black-forest-labs_FLUX.2-dev/visual_knowledge/visual_knowledge_d2_29e6503e1672/image.png",
+  "image_width": 1024,
+  "image_height": 1024,
+  "num_inference_steps": 28,
+  "guidance_scale": 3.5,
+  "seed": 25625688,
+  "qwen_layered_model_id": "Qwen/Qwen-Image-Layered",
+  "qwen_layered_model_source": "/root/Layered-VQA/models/repos/Qwen_Qwen-Image-Layered",
+  "qwen_layered_prompt": "separate the image into clean transparent layers for foreground objects, readable text, occluders, relation-critical objects, and background",
+  "qwen_layer_count_requested": 2,
+  "qwen_layer_count_returned": 2,
+  "qwen_layer_paths": [
+    "layers-x/k2/visual_knowledge/visual_knowledge_d2_29e6503e1672/layers/layer_00.png",
+    "layers-x/k2/visual_knowledge/visual_knowledge_d2_29e6503e1672/layers/layer_01.png"
+  ],
+  "qwen_resolution": 640,
+  "qwen_num_inference_steps": 5,
+  "qwen_true_cfg_scale": 4.0,
+  "qwen_seed": 7941868,
+  "qwen_elapsed_seconds": 4.258,
+  "qwen_record_path": "layers-x/k2/visual_knowledge/visual_knowledge_d2_29e6503e1672/record.json"
+}

vec_pilot/layers-x/k2/visual_knowledge/visual_knowledge_d2_381678b652c4/record.json

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+{
+  "prompt_id": "visual_knowledge_d2_381678b652c4",
+  "run_name": "flux2_qil_decomposition_pilot",
+  "category": "visual_knowledge",
+  "difficulty": 2,
+  "image_prompt": "synthetic photorealistic panel with a skull warning icon on a clean white surface, strong lighting and clear boundaries",
+  "target_evidence": "skull warning icon",
+  "expected_visual_elements": [
+    "panel",
+    "skull warning icon"
+  ],
+  "negative_prompt": "blurry, low contrast, complex background, text",
+  "diversity_tags": [
+    "panel",
+    "toxic hazard"
+  ],
+  "llm_model_id": "Qwen/Qwen3-8B",
+  "prompt_hash": "381678b652c4",
+  "rule_valid": true,
+  "rule_issues": [],
+  "rule_score": 1.0,
+  "opening_key": "synthetic photorealistic panel with a",
+  "max_similarity_to_other_prompt": 0.5,
+  "diversity_score": 0.3,
+  "repeated_opening": true,
+  "review": {
+    "prompt_id": "visual_knowledge_d2_381678b652c4",
+    "accept": true,
+    "quality": 5,
+    "decomposition_fit": 5,
+    "diversity": 4,
+    "issues": []
+  },
+  "review_model_id": "/root/Layered-VQA/models/repos/Qwen_Qwen3-30B-A3B-Instruct-2507",
+  "final_rank_score": 0.97,
+  "status": "qwen_layered_done",
+  "image_model_id": "black-forest-labs/FLUX.2-dev",
+  "image_model_source": "/root/Layered-VQA/models/repos/black-forest-labs_FLUX.2-dev",
+  "image_model_slug": "black-forest-labs_FLUX.2-dev",
+  "image_path": "images/black-forest-labs_FLUX.2-dev/visual_knowledge/visual_knowledge_d2_381678b652c4/image.png",
+  "image_width": 1024,
+  "image_height": 1024,
+  "num_inference_steps": 28,
+  "guidance_scale": 3.5,
+  "seed": 24071540,
+  "qwen_layered_model_id": "Qwen/Qwen-Image-Layered",
+  "qwen_layered_model_source": "/root/Layered-VQA/models/repos/Qwen_Qwen-Image-Layered",
+  "qwen_layered_prompt": "separate the image into clean transparent layers for foreground objects, readable text, occluders, relation-critical objects, and background",
+  "qwen_layer_count_requested": 2,
+  "qwen_layer_count_returned": 2,
+  "qwen_layer_paths": [
+    "layers-x/k2/visual_knowledge/visual_knowledge_d2_381678b652c4/layers/layer_00.png",
+    "layers-x/k2/visual_knowledge/visual_knowledge_d2_381678b652c4/layers/layer_01.png"
+  ],
+  "qwen_resolution": 640,
+  "qwen_num_inference_steps": 5,
+  "qwen_true_cfg_scale": 4.0,
+  "qwen_seed": 2174000,
+  "qwen_elapsed_seconds": 4.309,
+  "qwen_record_path": "layers-x/k2/visual_knowledge/visual_knowledge_d2_381678b652c4/record.json"
+}

vec_pilot/layers-x/k2/visual_knowledge/visual_knowledge_d2_3cef4fd299ef/record.json

@@ -0,0 +1,61 @@
+{
+  "prompt_id": "visual_knowledge_d2_3cef4fd299ef",
+  "run_name": "flux2_qil_decomposition_pilot",
+  "category": "visual_knowledge",
+  "difficulty": 2,
+  "image_prompt": "synthetic photorealistic equipment label with a leaf eco icon on a metal tag, clean lines and bright lighting for easy decomposition",
+  "target_evidence": "leaf eco icon",
+  "expected_visual_elements": [
+    "equipment label",
+    "leaf eco icon"
+  ],
+  "negative_prompt": "faded, low resolution, complex background, text",
+  "diversity_tags": [
+    "equipment label",
+    "eco-friendly"
+  ],
+  "llm_model_id": "Qwen/Qwen3-8B",
+  "prompt_hash": "3cef4fd299ef",
+  "rule_valid": true,
+  "rule_issues": [],
+  "rule_score": 1.0,
+  "opening_key": "synthetic photorealistic equipment label with",
+  "max_similarity_to_other_prompt": 0.5417,
+  "diversity_score": 0.2583,
+  "repeated_opening": true,
+  "review": {
+    "prompt_id": "visual_knowledge_d2_3cef4fd299ef",
+    "accept": true,
+    "quality": 5,
+    "decomposition_fit": 5,
+    "diversity": 4,
+    "issues": []
+  },
+  "review_model_id": "/root/Layered-VQA/models/repos/Qwen_Qwen3-30B-A3B-Instruct-2507",
+  "final_rank_score": 0.97,
+  "status": "qwen_layered_done",
+  "image_model_id": "black-forest-labs/FLUX.2-dev",
+  "image_model_source": "/root/Layered-VQA/models/repos/black-forest-labs_FLUX.2-dev",
+  "image_model_slug": "black-forest-labs_FLUX.2-dev",
+  "image_path": "images/black-forest-labs_FLUX.2-dev/visual_knowledge/visual_knowledge_d2_3cef4fd299ef/image.png",
+  "image_width": 1024,
+  "image_height": 1024,
+  "num_inference_steps": 28,
+  "guidance_scale": 3.5,
+  "seed": 24277945,
+  "qwen_layered_model_id": "Qwen/Qwen-Image-Layered",
+  "qwen_layered_model_source": "/root/Layered-VQA/models/repos/Qwen_Qwen-Image-Layered",
+  "qwen_layered_prompt": "separate the image into clean transparent layers for foreground objects, readable text, occluders, relation-critical objects, and background",
+  "qwen_layer_count_requested": 2,
+  "qwen_layer_count_returned": 2,
+  "qwen_layer_paths": [
+    "layers-x/k2/visual_knowledge/visual_knowledge_d2_3cef4fd299ef/layers/layer_00.png",
+    "layers-x/k2/visual_knowledge/visual_knowledge_d2_3cef4fd299ef/layers/layer_01.png"
+  ],
+  "qwen_resolution": 640,
+  "qwen_num_inference_steps": 5,
+  "qwen_true_cfg_scale": 4.0,
+  "qwen_seed": 3427707,
+  "qwen_elapsed_seconds": 4.249,
+  "qwen_record_path": "layers-x/k2/visual_knowledge/visual_knowledge_d2_3cef4fd299ef/record.json"
+}

vec_pilot/layers-x/k2/visual_knowledge/visual_knowledge_d2_65340d6eb5d3/record.json

@@ -0,0 +1,61 @@
+{
+  "prompt_id": "visual_knowledge_d2_65340d6eb5d3",
+  "run_name": "flux2_qil_decomposition_pilot",
+  "category": "visual_knowledge",
+  "difficulty": 2,
+  "image_prompt": "synthetic photorealistic panel with a fork and knife icon on a dark blue background, clean edges and sharp lighting for symbol isolation",
+  "target_evidence": "fork and knife icon",
+  "expected_visual_elements": [
+    "panel",
+    "fork and knife icon"
+  ],
+  "negative_prompt": "overlapping elements, low contrast, soft focus",
+  "diversity_tags": [
+    "panel",
+    "food service"
+  ],
+  "llm_model_id": "Qwen/Qwen3-8B",
+  "prompt_hash": "65340d6eb5d3",
+  "rule_valid": true,
+  "rule_issues": [],
+  "rule_score": 1.0,
+  "opening_key": "synthetic photorealistic panel with a",
+  "max_similarity_to_other_prompt": 0.6087,
+  "diversity_score": 0.1913,
+  "repeated_opening": true,
+  "review": {
+    "prompt_id": "visual_knowledge_d2_65340d6eb5d3",
+    "accept": true,
+    "quality": 5,
+    "decomposition_fit": 5,
+    "diversity": 4,
+    "issues": []
+  },
+  "review_model_id": "/root/Layered-VQA/models/repos/Qwen_Qwen3-30B-A3B-Instruct-2507",
+  "final_rank_score": 0.97,
+  "status": "qwen_layered_done",
+  "image_model_id": "black-forest-labs/FLUX.2-dev",
+  "image_model_source": "/root/Layered-VQA/models/repos/black-forest-labs_FLUX.2-dev",
+  "image_model_slug": "black-forest-labs_FLUX.2-dev",
+  "image_path": "images/black-forest-labs_FLUX.2-dev/visual_knowledge/visual_knowledge_d2_65340d6eb5d3/image.png",
+  "image_width": 1024,
+  "image_height": 1024,
+  "num_inference_steps": 28,
+  "guidance_scale": 3.5,
+  "seed": 28502821,
+  "qwen_layered_model_id": "Qwen/Qwen-Image-Layered",
+  "qwen_layered_model_source": "/root/Layered-VQA/models/repos/Qwen_Qwen-Image-Layered",
+  "qwen_layered_prompt": "separate the image into clean transparent layers for foreground objects, readable text, occluders, relation-critical objects, and background",
+  "qwen_layer_count_requested": 2,
+  "qwen_layer_count_returned": 2,
+  "qwen_layer_paths": [
+    "layers-x/k2/visual_knowledge/visual_knowledge_d2_65340d6eb5d3/layers/layer_00.png",
+    "layers-x/k2/visual_knowledge/visual_knowledge_d2_65340d6eb5d3/layers/layer_01.png"
+  ],
+  "qwen_resolution": 640,
+  "qwen_num_inference_steps": 5,
+  "qwen_true_cfg_scale": 4.0,
+  "qwen_seed": 2236637,
+  "qwen_elapsed_seconds": 4.184,
+  "qwen_record_path": "layers-x/k2/visual_knowledge/visual_knowledge_d2_65340d6eb5d3/record.json"
+}

vec_pilot/layers-x/k2/visual_knowledge/visual_knowledge_d2_7106059e8a9b/record.json

@@ -0,0 +1,61 @@
+{
+  "prompt_id": "visual_knowledge_d2_7106059e8a9b",
+  "run_name": "flux2_qil_decomposition_pilot",
+  "category": "visual_knowledge",
+  "difficulty": 2,
+  "image_prompt": "synthetic photorealistic dashboard with a wifi icon on a dark panel, high contrast and sharp focus for clear visibility",
+  "target_evidence": "wifi icon",
+  "expected_visual_elements": [
+    "dashboard",
+    "wifi icon"
+  ],
+  "negative_prompt": "low contrast, cluttered background, overlapping elements, text",
+  "diversity_tags": [
+    "dashboard",
+    "wireless access"
+  ],
+  "llm_model_id": "Qwen/Qwen3-8B",
+  "prompt_hash": "7106059e8a9b",
+  "rule_valid": true,
+  "rule_issues": [],
+  "rule_score": 1.0,
+  "opening_key": "synthetic photorealistic dashboard with a",
+  "max_similarity_to_other_prompt": 0.5417,
+  "diversity_score": 0.2583,
+  "repeated_opening": true,
+  "review": {
+    "prompt_id": "visual_knowledge_d2_7106059e8a9b",
+    "accept": true,
+    "quality": 5,
+    "decomposition_fit": 5,
+    "diversity": 4,
+    "issues": []
+  },
+  "review_model_id": "/root/Layered-VQA/models/repos/Qwen_Qwen3-30B-A3B-Instruct-2507",
+  "final_rank_score": 0.97,
+  "status": "qwen_layered_done",
+  "image_model_id": "black-forest-labs/FLUX.2-dev",
+  "image_model_source": "/root/Layered-VQA/models/repos/black-forest-labs_FLUX.2-dev",
+  "image_model_slug": "black-forest-labs_FLUX.2-dev",
+  "image_path": "images/black-forest-labs_FLUX.2-dev/visual_knowledge/visual_knowledge_d2_7106059e8a9b/image.png",
+  "image_width": 1024,
+  "image_height": 1024,
+  "num_inference_steps": 28,
+  "guidance_scale": 3.5,
+  "seed": 24727357,
+  "qwen_layered_model_id": "Qwen/Qwen-Image-Layered",
+  "qwen_layered_model_source": "/root/Layered-VQA/models/repos/Qwen_Qwen-Image-Layered",
+  "qwen_layered_prompt": "separate the image into clean transparent layers for foreground objects, readable text, occluders, relation-critical objects, and background",
+  "qwen_layer_count_requested": 2,
+  "qwen_layer_count_returned": 2,
+  "qwen_layer_paths": [
+    "layers-x/k2/visual_knowledge/visual_knowledge_d2_7106059e8a9b/layers/layer_00.png",
+    "layers-x/k2/visual_knowledge/visual_knowledge_d2_7106059e8a9b/layers/layer_01.png"
+  ],
+  "qwen_resolution": 640,
+  "qwen_num_inference_steps": 5,
+  "qwen_true_cfg_scale": 4.0,
+  "qwen_seed": 733505,
+  "qwen_elapsed_seconds": 4.225,
+  "qwen_record_path": "layers-x/k2/visual_knowledge/visual_knowledge_d2_7106059e8a9b/record.json"
+}

vec_pilot/layers-x/k2/visual_knowledge/visual_knowledge_d2_7585179e2b66/record.json

@@ -0,0 +1,61 @@
+{
+  "prompt_id": "visual_knowledge_d2_7585179e2b66",
+  "run_name": "flux2_qil_decomposition_pilot",
+  "category": "visual_knowledge",
+  "difficulty": 2,
+  "image_prompt": "synthetic photorealistic dashboard panel showing a wifi icon on a dark gray background, clean boundaries and high lighting for symbol separation",
+  "target_evidence": "wifi icon",
+  "expected_visual_elements": [
+    "dashboard panel",
+    "wifi icon"
+  ],
+  "negative_prompt": "distracting elements, soft focus, low contrast",
+  "diversity_tags": [
+    "dashboard panel",
+    "wireless access"
+  ],
+  "llm_model_id": "Qwen/Qwen3-8B",
+  "prompt_hash": "7585179e2b66",
+  "rule_valid": true,
+  "rule_issues": [],
+  "rule_score": 1.0,
+  "opening_key": "synthetic photorealistic dashboard panel showing",
+  "max_similarity_to_other_prompt": 0.5,
+  "diversity_score": 0.3,
+  "repeated_opening": true,
+  "review": {
+    "prompt_id": "visual_knowledge_d2_7585179e2b66",
+    "accept": true,
+    "quality": 5,
+    "decomposition_fit": 5,
+    "diversity": 4,
+    "issues": []
+  },
+  "review_model_id": "/root/Layered-VQA/models/repos/Qwen_Qwen3-30B-A3B-Instruct-2507",
+  "final_rank_score": 0.97,
+  "status": "qwen_layered_done",
+  "image_model_id": "black-forest-labs/FLUX.2-dev",
+  "image_model_source": "/root/Layered-VQA/models/repos/black-forest-labs_FLUX.2-dev",
+  "image_model_slug": "black-forest-labs_FLUX.2-dev",
+  "image_path": "images/black-forest-labs_FLUX.2-dev/visual_knowledge/visual_knowledge_d2_7585179e2b66/image.png",
+  "image_width": 1024,
+  "image_height": 1024,
+  "num_inference_steps": 28,
+  "guidance_scale": 3.5,
+  "seed": 25271771,
+  "qwen_layered_model_id": "Qwen/Qwen-Image-Layered",
+  "qwen_layered_model_source": "/root/Layered-VQA/models/repos/Qwen_Qwen-Image-Layered",
+  "qwen_layered_prompt": "separate the image into clean transparent layers for foreground objects, readable text, occluders, relation-critical objects, and background",
+  "qwen_layer_count_requested": 2,
+  "qwen_layer_count_returned": 2,
+  "qwen_layer_paths": [
+    "layers-x/k2/visual_knowledge/visual_knowledge_d2_7585179e2b66/layers/layer_00.png",
+    "layers-x/k2/visual_knowledge/visual_knowledge_d2_7585179e2b66/layers/layer_01.png"
+  ],
+  "qwen_resolution": 640,
+  "qwen_num_inference_steps": 5,
+  "qwen_true_cfg_scale": 4.0,
+  "qwen_seed": 9056308,
+  "qwen_elapsed_seconds": 4.263,
+  "qwen_record_path": "layers-x/k2/visual_knowledge/visual_knowledge_d2_7585179e2b66/record.json"
+}

vec_pilot/layers-x/k2/visual_knowledge/visual_knowledge_d2_7c8be66b7ec2/record.json

@@ -0,0 +1,61 @@
+{
+  "prompt_id": "visual_knowledge_d2_7c8be66b7ec2",
+  "run_name": "flux2_qil_decomposition_pilot",
+  "category": "visual_knowledge",
+  "difficulty": 2,
+  "image_prompt": "synthetic photorealistic folder with a water droplet icon on its cover, clean background and high contrast for clear decomposition",
+  "target_evidence": "water droplet icon",
+  "expected_visual_elements": [
+    "folder",
+    "water droplet icon"
+  ],
+  "negative_prompt": "faded, low resolution, complex background, text",
+  "diversity_tags": [
+    "folder",
+    "water source"
+  ],
+  "llm_model_id": "Qwen/Qwen3-8B",
+  "prompt_hash": "7c8be66b7ec2",
+  "rule_valid": true,
+  "rule_issues": [],
+  "rule_score": 1.0,
+  "opening_key": "synthetic photorealistic folder with a",
+  "max_similarity_to_other_prompt": 0.625,
+  "diversity_score": 0.175,
+  "repeated_opening": true,
+  "review": {
+    "prompt_id": "visual_knowledge_d2_7c8be66b7ec2",
+    "accept": true,
+    "quality": 5,
+    "decomposition_fit": 5,
+    "diversity": 4,
+    "issues": []
+  },
+  "review_model_id": "/root/Layered-VQA/models/repos/Qwen_Qwen3-30B-A3B-Instruct-2507",
+  "final_rank_score": 0.97,
+  "status": "qwen_layered_done",
+  "image_model_id": "black-forest-labs/FLUX.2-dev",
+  "image_model_source": "/root/Layered-VQA/models/repos/black-forest-labs_FLUX.2-dev",
+  "image_model_slug": "black-forest-labs_FLUX.2-dev",
+  "image_path": "images/black-forest-labs_FLUX.2-dev/visual_knowledge/visual_knowledge_d2_7c8be66b7ec2/image.png",
+  "image_width": 1024,
+  "image_height": 1024,
+  "num_inference_steps": 28,
+  "guidance_scale": 3.5,
+  "seed": 23924477,
+  "qwen_layered_model_id": "Qwen/Qwen-Image-Layered",
+  "qwen_layered_model_source": "/root/Layered-VQA/models/repos/Qwen_Qwen-Image-Layered",
+  "qwen_layered_prompt": "separate the image into clean transparent layers for foreground objects, readable text, occluders, relation-critical objects, and background",
+  "qwen_layer_count_requested": 2,
+  "qwen_layer_count_returned": 2,
+  "qwen_layer_paths": [
+    "layers-x/k2/visual_knowledge/visual_knowledge_d2_7c8be66b7ec2/layers/layer_00.png",
+    "layers-x/k2/visual_knowledge/visual_knowledge_d2_7c8be66b7ec2/layers/layer_01.png"
+  ],
+  "qwen_resolution": 640,
+  "qwen_num_inference_steps": 5,
+  "qwen_true_cfg_scale": 4.0,
+  "qwen_seed": 7557668,
+  "qwen_elapsed_seconds": 4.265,
+  "qwen_record_path": "layers-x/k2/visual_knowledge/visual_knowledge_d2_7c8be66b7ec2/record.json"
+}

vec_pilot/layers-x/k2/visual_knowledge/visual_knowledge_d2_805b659daa38/record.json

@@ -0,0 +1,61 @@
+{
+  "prompt_id": "visual_knowledge_d2_805b659daa38",
+  "run_name": "flux2_qil_decomposition_pilot",
+  "category": "visual_knowledge",
+  "difficulty": 2,
+  "image_prompt": "synthetic photorealistic equipment tag with a red medical cross on a metal surface, clean lines and bright lighting for clear visibility",
+  "target_evidence": "red medical cross",
+  "expected_visual_elements": [
+    "equipment tag",
+    "red medical cross"
+  ],
+  "negative_prompt": "faded, low resolution, background distractions, text overlay",
+  "diversity_tags": [
+    "equipment tag",
+    "medical aid"
+  ],
+  "llm_model_id": "Qwen/Qwen3-8B",
+  "prompt_hash": "805b659daa38",
+  "rule_valid": true,
+  "rule_issues": [],
+  "rule_score": 1.0,
+  "opening_key": "synthetic photorealistic equipment tag with",
+  "max_similarity_to_other_prompt": 0.5385,
+  "diversity_score": 0.2615,
+  "repeated_opening": true,
+  "review": {
+    "prompt_id": "visual_knowledge_d2_805b659daa38",
+    "accept": true,
+    "quality": 5,
+    "decomposition_fit": 5,
+    "diversity": 4,
+    "issues": []
+  },
+  "review_model_id": "/root/Layered-VQA/models/repos/Qwen_Qwen3-30B-A3B-Instruct-2507",
+  "final_rank_score": 0.97,
+  "status": "qwen_layered_done",
+  "image_model_id": "black-forest-labs/FLUX.2-dev",
+  "image_model_source": "/root/Layered-VQA/models/repos/black-forest-labs_FLUX.2-dev",
+  "image_model_slug": "black-forest-labs_FLUX.2-dev",
+  "image_path": "images/black-forest-labs_FLUX.2-dev/visual_knowledge/visual_knowledge_d2_805b659daa38/image.png",
+  "image_width": 1024,
+  "image_height": 1024,
+  "num_inference_steps": 28,
+  "guidance_scale": 3.5,
+  "seed": 27231427,
+  "qwen_layered_model_id": "Qwen/Qwen-Image-Layered",
+  "qwen_layered_model_source": "/root/Layered-VQA/models/repos/Qwen_Qwen-Image-Layered",
+  "qwen_layered_prompt": "separate the image into clean transparent layers for foreground objects, readable text, occluders, relation-critical objects, and background",
+  "qwen_layer_count_requested": 2,
+  "qwen_layer_count_returned": 2,
+  "qwen_layer_paths": [
+    "layers-x/k2/visual_knowledge/visual_knowledge_d2_805b659daa38/layers/layer_00.png",
+    "layers-x/k2/visual_knowledge/visual_knowledge_d2_805b659daa38/layers/layer_01.png"
+  ],
+  "qwen_resolution": 640,
+  "qwen_num_inference_steps": 5,
+  "qwen_true_cfg_scale": 4.0,
+  "qwen_seed": 1535401,
+  "qwen_elapsed_seconds": 4.252,
+  "qwen_record_path": "layers-x/k2/visual_knowledge/visual_knowledge_d2_805b659daa38/record.json"
+}

vec_pilot/layers-x/k2/visual_knowledge/visual_knowledge_d2_85adab82c114/record.json

@@ -0,0 +1,61 @@
+{
+  "prompt_id": "visual_knowledge_d2_85adab82c114",
+  "run_name": "flux2_qil_decomposition_pilot",
+  "category": "visual_knowledge",
+  "difficulty": 2,
+  "image_prompt": "synthetic photorealistic folder with a water droplet icon on a transparent surface, high contrast and clear foreground separation for easy decomposition",
+  "target_evidence": "water droplet icon",
+  "expected_visual_elements": [
+    "folder",
+    "water droplet icon"
+  ],
+  "negative_prompt": "faded colors, background distractions, low detail",
+  "diversity_tags": [
+    "folder",
+    "water source"
+  ],
+  "llm_model_id": "Qwen/Qwen3-8B",
+  "prompt_hash": "85adab82c114",
+  "rule_valid": true,
+  "rule_issues": [],
+  "rule_score": 1.0,
+  "opening_key": "synthetic photorealistic folder with a",
+  "max_similarity_to_other_prompt": 0.625,
+  "diversity_score": 0.175,
+  "repeated_opening": true,
+  "review": {
+    "prompt_id": "visual_knowledge_d2_85adab82c114",
+    "accept": true,
+    "quality": 5,
+    "decomposition_fit": 5,
+    "diversity": 4,
+    "issues": []
+  },
+  "review_model_id": "/root/Layered-VQA/models/repos/Qwen_Qwen3-30B-A3B-Instruct-2507",
+  "final_rank_score": 0.97,
+  "status": "qwen_layered_done",
+  "image_model_id": "black-forest-labs/FLUX.2-dev",
+  "image_model_source": "/root/Layered-VQA/models/repos/black-forest-labs_FLUX.2-dev",
+  "image_model_slug": "black-forest-labs_FLUX.2-dev",
+  "image_path": "images/black-forest-labs_FLUX.2-dev/visual_knowledge/visual_knowledge_d2_85adab82c114/image.png",
+  "image_width": 1024,
+  "image_height": 1024,
+  "num_inference_steps": 28,
+  "guidance_scale": 3.5,
+  "seed": 20835375,
+  "qwen_layered_model_id": "Qwen/Qwen-Image-Layered",
+  "qwen_layered_model_source": "/root/Layered-VQA/models/repos/Qwen_Qwen-Image-Layered",
+  "qwen_layered_prompt": "separate the image into clean transparent layers for foreground objects, readable text, occluders, relation-critical objects, and background",
+  "qwen_layer_count_requested": 2,
+  "qwen_layer_count_returned": 2,
+  "qwen_layer_paths": [
+    "layers-x/k2/visual_knowledge/visual_knowledge_d2_85adab82c114/layers/layer_00.png",
+    "layers-x/k2/visual_knowledge/visual_knowledge_d2_85adab82c114/layers/layer_01.png"
+  ],
+  "qwen_resolution": 640,
+  "qwen_num_inference_steps": 5,
+  "qwen_true_cfg_scale": 4.0,
+  "qwen_seed": 90975,
+  "qwen_elapsed_seconds": 4.247,
+  "qwen_record_path": "layers-x/k2/visual_knowledge/visual_knowledge_d2_85adab82c114/record.json"
+}

vec_pilot/layers-x/k2/visual_knowledge/visual_knowledge_d2_aae27359989a/record.json

@@ -0,0 +1,61 @@
+{
+  "prompt_id": "visual_knowledge_d2_aae27359989a",
+  "run_name": "flux2_qil_decomposition_pilot",
+  "category": "visual_knowledge",
+  "difficulty": 2,
+  "image_prompt": "synthetic photorealistic notice board with a fork and knife icon on a wooden surface, sharp focus and high contrast",
+  "target_evidence": "fork and knife icon",
+  "expected_visual_elements": [
+    "notice board",
+    "fork and knife icon"
+  ],
+  "negative_prompt": "low contrast, cluttered background, overlapping elements, text",
+  "diversity_tags": [
+    "notice board",
+    "food service"
+  ],
+  "llm_model_id": "Qwen/Qwen3-8B",
+  "prompt_hash": "aae27359989a",
+  "rule_valid": true,
+  "rule_issues": [],
+  "rule_score": 1.0,
+  "opening_key": "synthetic photorealistic notice board with",
+  "max_similarity_to_other_prompt": 0.5652,
+  "diversity_score": 0.2348,
+  "repeated_opening": true,
+  "review": {
+    "prompt_id": "visual_knowledge_d2_aae27359989a",
+    "accept": true,
+    "quality": 5,
+    "decomposition_fit": 5,
+    "diversity": 4,
+    "issues": []
+  },
+  "review_model_id": "/root/Layered-VQA/models/repos/Qwen_Qwen3-30B-A3B-Instruct-2507",
+  "final_rank_score": 0.97,
+  "status": "qwen_layered_done",
+  "image_model_id": "black-forest-labs/FLUX.2-dev",
+  "image_model_source": "/root/Layered-VQA/models/repos/black-forest-labs_FLUX.2-dev",
+  "image_model_slug": "black-forest-labs_FLUX.2-dev",
+  "image_path": "images/black-forest-labs_FLUX.2-dev/visual_knowledge/visual_knowledge_d2_aae27359989a/image.png",
+  "image_width": 1024,
+  "image_height": 1024,
+  "num_inference_steps": 28,
+  "guidance_scale": 3.5,
+  "seed": 24024913,
+  "qwen_layered_model_id": "Qwen/Qwen-Image-Layered",
+  "qwen_layered_model_source": "/root/Layered-VQA/models/repos/Qwen_Qwen-Image-Layered",
+  "qwen_layered_prompt": "separate the image into clean transparent layers for foreground objects, readable text, occluders, relation-critical objects, and background",
+  "qwen_layer_count_requested": 2,
+  "qwen_layer_count_returned": 2,
+  "qwen_layer_paths": [
+    "layers-x/k2/visual_knowledge/visual_knowledge_d2_aae27359989a/layers/layer_00.png",
+    "layers-x/k2/visual_knowledge/visual_knowledge_d2_aae27359989a/layers/layer_01.png"
+  ],
+  "qwen_resolution": 640,
+  "qwen_num_inference_steps": 5,
+  "qwen_true_cfg_scale": 4.0,
+  "qwen_seed": 9719239,
+  "qwen_elapsed_seconds": 4.269,
+  "qwen_record_path": "layers-x/k2/visual_knowledge/visual_knowledge_d2_aae27359989a/record.json"
+}

vec_pilot/layers-x/k2/visual_knowledge/visual_knowledge_d2_c377df847c7d/record.json

@@ -0,0 +1,61 @@
+{
+  "prompt_id": "visual_knowledge_d2_c377df847c7d",
+  "run_name": "flux2_qil_decomposition_pilot",
+  "category": "visual_knowledge",
+  "difficulty": 2,
+  "image_prompt": "synthetic photorealistic dashboard panel showing a flame warning icon against a dark gray panel, high contrast and sharp focus",
+  "target_evidence": "flame warning icon",
+  "expected_visual_elements": [
+    "dashboard panel",
+    "flame warning icon"
+  ],
+  "negative_prompt": "low contrast, cluttered background, overlapping elements, text",
+  "diversity_tags": [
+    "dashboard panel",
+    "fire safety"
+  ],
+  "llm_model_id": "Qwen/Qwen3-8B",
+  "prompt_hash": "c377df847c7d",
+  "rule_valid": true,
+  "rule_issues": [],
+  "rule_score": 1.0,
+  "opening_key": "synthetic photorealistic dashboard panel showing",
+  "max_similarity_to_other_prompt": 0.5217,
+  "diversity_score": 0.2783,
+  "repeated_opening": true,
+  "review": {
+    "prompt_id": "visual_knowledge_d2_c377df847c7d",
+    "accept": true,
+    "quality": 5,
+    "decomposition_fit": 5,
+    "diversity": 4,
+    "issues": []
+  },
+  "review_model_id": "/root/Layered-VQA/models/repos/Qwen_Qwen3-30B-A3B-Instruct-2507",
+  "final_rank_score": 0.97,
+  "status": "qwen_layered_done",
+  "image_model_id": "black-forest-labs/FLUX.2-dev",
+  "image_model_source": "/root/Layered-VQA/models/repos/black-forest-labs_FLUX.2-dev",
+  "image_model_slug": "black-forest-labs_FLUX.2-dev",
+  "image_path": "images/black-forest-labs_FLUX.2-dev/visual_knowledge/visual_knowledge_d2_c377df847c7d/image.png",
+  "image_width": 1024,
+  "image_height": 1024,
+  "num_inference_steps": 28,
+  "guidance_scale": 3.5,
+  "seed": 26993853,
+  "qwen_layered_model_id": "Qwen/Qwen-Image-Layered",
+  "qwen_layered_model_source": "/root/Layered-VQA/models/repos/Qwen_Qwen-Image-Layered",
+  "qwen_layered_prompt": "separate the image into clean transparent layers for foreground objects, readable text, occluders, relation-critical objects, and background",
+  "qwen_layer_count_requested": 2,
+  "qwen_layer_count_returned": 2,
+  "qwen_layer_paths": [
+    "layers-x/k2/visual_knowledge/visual_knowledge_d2_c377df847c7d/layers/layer_00.png",
+    "layers-x/k2/visual_knowledge/visual_knowledge_d2_c377df847c7d/layers/layer_01.png"
+  ],
+  "qwen_resolution": 640,
+  "qwen_num_inference_steps": 5,
+  "qwen_true_cfg_scale": 4.0,
+  "qwen_seed": 5445205,
+  "qwen_elapsed_seconds": 4.205,
+  "qwen_record_path": "layers-x/k2/visual_knowledge/visual_knowledge_d2_c377df847c7d/record.json"
+}

vec_pilot/layers-x/k2/visual_knowledge/visual_knowledge_d2_cd6fac3234a0/record.json

@@ -0,0 +1,61 @@
+{
+  "prompt_id": "visual_knowledge_d2_cd6fac3234a0",
+  "run_name": "flux2_qil_decomposition_pilot",
+  "category": "visual_knowledge",
+  "difficulty": 2,
+  "image_prompt": "synthetic photorealistic box with a wheelchair accessibility icon on a light blue surface, sharp focus and clean lines for clear symbol identification",
+  "target_evidence": "wheelchair accessibility icon",
+  "expected_visual_elements": [
+    "box",
+    "wheelchair accessibility icon"
+  ],
+  "negative_prompt": "complex patterns, soft focus, cluttered background",
+  "diversity_tags": [
+    "box",
+    "accessibility"
+  ],
+  "llm_model_id": "Qwen/Qwen3-8B",
+  "prompt_hash": "cd6fac3234a0",
+  "rule_valid": true,
+  "rule_issues": [],
+  "rule_score": 1.0,
+  "opening_key": "synthetic photorealistic box with a",
+  "max_similarity_to_other_prompt": 0.52,
+  "diversity_score": 0.28,
+  "repeated_opening": true,
+  "review": {
+    "prompt_id": "visual_knowledge_d2_cd6fac3234a0",
+    "accept": true,
+    "quality": 5,
+    "decomposition_fit": 5,
+    "diversity": 4,
+    "issues": []
+  },
+  "review_model_id": "/root/Layered-VQA/models/repos/Qwen_Qwen3-30B-A3B-Instruct-2507",
+  "final_rank_score": 0.97,
+  "status": "qwen_layered_done",
+  "image_model_id": "black-forest-labs/FLUX.2-dev",
+  "image_model_source": "/root/Layered-VQA/models/repos/black-forest-labs_FLUX.2-dev",
+  "image_model_slug": "black-forest-labs_FLUX.2-dev",
+  "image_path": "images/black-forest-labs_FLUX.2-dev/visual_knowledge/visual_knowledge_d2_cd6fac3234a0/image.png",
+  "image_width": 1024,
+  "image_height": 1024,
+  "num_inference_steps": 28,
+  "guidance_scale": 3.5,
+  "seed": 29827040,
+  "qwen_layered_model_id": "Qwen/Qwen-Image-Layered",
+  "qwen_layered_model_source": "/root/Layered-VQA/models/repos/Qwen_Qwen-Image-Layered",
+  "qwen_layered_prompt": "separate the image into clean transparent layers for foreground objects, readable text, occluders, relation-critical objects, and background",
+  "qwen_layer_count_requested": 2,
+  "qwen_layer_count_returned": 2,
+  "qwen_layer_paths": [
+    "layers-x/k2/visual_knowledge/visual_knowledge_d2_cd6fac3234a0/layers/layer_00.png",
+    "layers-x/k2/visual_knowledge/visual_knowledge_d2_cd6fac3234a0/layers/layer_01.png"
+  ],
+  "qwen_resolution": 640,
+  "qwen_num_inference_steps": 5,
+  "qwen_true_cfg_scale": 4.0,
+  "qwen_seed": 8147826,
+  "qwen_elapsed_seconds": 4.206,
+  "qwen_record_path": "layers-x/k2/visual_knowledge/visual_knowledge_d2_cd6fac3234a0/record.json"
+}

vec_pilot/layers-x/k2/visual_knowledge/visual_knowledge_d2_d3de109dbf41/record.json

@@ -0,0 +1,61 @@
+{
+  "prompt_id": "visual_knowledge_d2_d3de109dbf41",
+  "run_name": "flux2_qil_decomposition_pilot",
+  "category": "visual_knowledge",
+  "difficulty": 2,
+  "image_prompt": "synthetic photorealistic control panel with a skull warning icon on a light green background, sharp focus and clear foreground for easy decomposition",
+  "target_evidence": "skull warning icon",
+  "expected_visual_elements": [
+    "control panel",
+    "skull warning icon"
+  ],
+  "negative_prompt": "overexposed highlights, complex patterns, low detail",
+  "diversity_tags": [
+    "control panel",
+    "toxic hazard"
+  ],
+  "llm_model_id": "Qwen/Qwen3-8B",
+  "prompt_hash": "d3de109dbf41",
+  "rule_valid": true,
+  "rule_issues": [],
+  "rule_score": 1.0,
+  "opening_key": "synthetic photorealistic control panel with",
+  "max_similarity_to_other_prompt": 0.6154,
+  "diversity_score": 0.1846,
+  "repeated_opening": true,
+  "review": {
+    "prompt_id": "visual_knowledge_d2_d3de109dbf41",
+    "accept": true,
+    "quality": 5,
+    "decomposition_fit": 5,
+    "diversity": 4,
+    "issues": []
+  },
+  "review_model_id": "/root/Layered-VQA/models/repos/Qwen_Qwen3-30B-A3B-Instruct-2507",
+  "final_rank_score": 0.97,
+  "status": "qwen_layered_done",
+  "image_model_id": "black-forest-labs/FLUX.2-dev",
+  "image_model_source": "/root/Layered-VQA/models/repos/black-forest-labs_FLUX.2-dev",
+  "image_model_slug": "black-forest-labs_FLUX.2-dev",
+  "image_path": "images/black-forest-labs_FLUX.2-dev/visual_knowledge/visual_knowledge_d2_d3de109dbf41/image.png",
+  "image_width": 1024,
+  "image_height": 1024,
+  "num_inference_steps": 28,
+  "guidance_scale": 3.5,
+  "seed": 28275334,
+  "qwen_layered_model_id": "Qwen/Qwen-Image-Layered",
+  "qwen_layered_model_source": "/root/Layered-VQA/models/repos/Qwen_Qwen-Image-Layered",
+  "qwen_layered_prompt": "separate the image into clean transparent layers for foreground objects, readable text, occluders, relation-critical objects, and background",
+  "qwen_layer_count_requested": 2,
+  "qwen_layer_count_returned": 2,
+  "qwen_layer_paths": [
+    "layers-x/k2/visual_knowledge/visual_knowledge_d2_d3de109dbf41/layers/layer_00.png",
+    "layers-x/k2/visual_knowledge/visual_knowledge_d2_d3de109dbf41/layers/layer_01.png"
+  ],
+  "qwen_resolution": 640,
+  "qwen_num_inference_steps": 5,
+  "qwen_true_cfg_scale": 4.0,
+  "qwen_seed": 5719161,
+  "qwen_elapsed_seconds": 4.261,
+  "qwen_record_path": "layers-x/k2/visual_knowledge/visual_knowledge_d2_d3de109dbf41/record.json"
+}