diff --git a/README.md b/README.md
index 2c8ea78e3489a96aef9bdbfc56fb24f1b66458a1..4467a202da445cdfad67ee0d018191c441105a0d 100644
--- a/README.md
+++ b/README.md
@@ -74,7 +74,7 @@ Episode provenance and original diagnostic labels are retained in [meta/episode_
 
 ## Native video resolution and browser playback
 
-In progress: 165/1,329 targeted videos corrected. See [repair status](meta/video_presentation_repair.json).
+In progress: 245/1,329 targeted videos corrected. See [repair status](meta/video_presentation_repair.json).
 
 Videos retain their source camera resolution. Synthetic black padding is removed without resizing camera content; examples include 640 × 480, 1280 × 800 and 848 × 480. Actual per-episode dimensions are listed in [video dimensions](meta/video_dimensions.jsonl). Spatial dimensions are `null` in global feature metadata when episodes have different sizes. The portable loader resolves a selected episode's concrete shapes in memory. For mixed-resolution training batches, explicitly configure your model's image preprocessing or group episodes by resolution; padding is not reintroduced by this dataset.
 
diff --git a/meta/episode_provenance.jsonl b/meta/episode_provenance.jsonl
index b04e568f45912644ff94596627d54688b6078d25..611d498b6b2bd3e7d29f4807de0b8e416f886e31 100644
--- a/meta/episode_provenance.jsonl
+++ b/meta/episode_provenance.jsonl
@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:12138293a1e7a2e030c25c6aad05c44514e8531f2d90f1062babc24e0bfd7ad3
-size 65384308
+oid sha256:5a072e9bf1fdac4d8d8f3131fd0661722337f174318d1e7a99fc438abdc63fd3
+size 65473990
diff --git a/meta/episodes_stats.jsonl b/meta/episodes_stats.jsonl
index 76ebd06b9cec2ff8eaadcb084ae6a11c3bd5c7cb..ef1f8ac7f469223aac8c483fdec0fc19d7540da6 100644
--- a/meta/episodes_stats.jsonl
+++ b/meta/episodes_stats.jsonl
@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:5d646829ab283ed96158311e50d07c47fb03719c98b298bc315c228291e8ff41
-size 23845048
+oid sha256:1ce9e8375de30d34102359cb4439844c0b5171eee7554c8bf4a63ec0d5cba733
+size 23845059
diff --git a/meta/stats.json b/meta/stats.json
index ef53ac1527a6e5bfe6d9f9b3f89b36415f1d6d67..f0792cc18c1509e6d52a68d5565b394dfb502182 100644
--- a/meta/stats.json
+++ b/meta/stats.json
@@ -228,34 +228,34 @@
     "mean": [
       [
         [
-          0.4298706213459807
+          0.4301361703718095
         ]
       ],
       [
         [
-          0.36820069690184426
+          0.368448935590366
         ]
       ],
       [
         [
-          0.3087010167747811
+          0.30893372386276485
         ]
       ]
     ],
     "std": [
       [
         [
-          0.2792491521720199
+          0.2791945183493697
         ]
       ],
       [
         [
-          0.26317828192419207
+          0.26316950700636427
         ]
       ],
       [
         [
-          0.24864215069251822
+          0.24867796506339898
         ]
       ]
     ],
diff --git a/meta/video_dimensions.jsonl b/meta/video_dimensions.jsonl
index 90850d47241f4bc0db8716c44fe8c6acbeb72605..fb5d675c923ebbd3b02ed4dac8ce6bba58e1add1 100644
--- a/meta/video_dimensions.jsonl
+++ b/meta/video_dimensions.jsonl
@@ -12854,7 +12854,7 @@
 {"episode_index":4284,"video_key":"observation.images.hand_right","video_path":"videos/chunk-004/observation.images.hand_right/episode_004284.mp4","width":848,"height":480,"frames":861,"fps":20,"pixel_format":"gbrp","presentation_repaired":false}
 {"episode_index":4284,"video_key":"observation.images.top_head","video_path":"videos/chunk-004/observation.images.top_head/episode_004284.mp4","width":1280,"height":800,"frames":861,"fps":20,"pixel_format":"gbrp","presentation_repaired":false}
 {"episode_index":4285,"video_key":"observation.images.hand_left","video_path":"videos/chunk-004/observation.images.hand_left/episode_004285.mp4","width":640,"height":480,"frames":859,"fps":20,"pixel_format":"gbrp","presentation_repaired":true}
-{"episode_index":4285,"video_key":"observation.images.hand_right","video_path":"videos/chunk-004/observation.images.hand_right/episode_004285.mp4","width":848,"height":480,"frames":859,"fps":20,"pixel_format":"gbrp","presentation_repaired":false}
+{"episode_index":4285,"video_key":"observation.images.hand_right","video_path":"videos/chunk-004/observation.images.hand_right/episode_004285.mp4","width":640,"height":480,"frames":859,"fps":20,"pixel_format":"gbrp","presentation_repaired":true}
 {"episode_index":4285,"video_key":"observation.images.top_head","video_path":"videos/chunk-004/observation.images.top_head/episode_004285.mp4","width":1280,"height":800,"frames":859,"fps":20,"pixel_format":"gbrp","presentation_repaired":false}
 {"episode_index":4286,"video_key":"observation.images.hand_left","video_path":"videos/chunk-004/observation.images.hand_left/episode_004286.mp4","width":640,"height":480,"frames":860,"fps":20,"pixel_format":"gbrp","presentation_repaired":true}
 {"episode_index":4286,"video_key":"observation.images.hand_right","video_path":"videos/chunk-004/observation.images.hand_right/episode_004286.mp4","width":848,"height":480,"frames":860,"fps":20,"pixel_format":"gbrp","presentation_repaired":false}
@@ -12875,10 +12875,10 @@
 {"episode_index":4291,"video_key":"observation.images.hand_right","video_path":"videos/chunk-004/observation.images.hand_right/episode_004291.mp4","width":848,"height":480,"frames":860,"fps":20,"pixel_format":"gbrp","presentation_repaired":false}
 {"episode_index":4291,"video_key":"observation.images.top_head","video_path":"videos/chunk-004/observation.images.top_head/episode_004291.mp4","width":1280,"height":800,"frames":860,"fps":20,"pixel_format":"gbrp","presentation_repaired":false}
 {"episode_index":4292,"video_key":"observation.images.hand_left","video_path":"videos/chunk-004/observation.images.hand_left/episode_004292.mp4","width":640,"height":480,"frames":859,"fps":20,"pixel_format":"gbrp","presentation_repaired":true}
-{"episode_index":4292,"video_key":"observation.images.hand_right","video_path":"videos/chunk-004/observation.images.hand_right/episode_004292.mp4","width":848,"height":480,"frames":859,"fps":20,"pixel_format":"gbrp","presentation_repaired":false}
+{"episode_index":4292,"video_key":"observation.images.hand_right","video_path":"videos/chunk-004/observation.images.hand_right/episode_004292.mp4","width":640,"height":480,"frames":859,"fps":20,"pixel_format":"gbrp","presentation_repaired":true}
 {"episode_index":4292,"video_key":"observation.images.top_head","video_path":"videos/chunk-004/observation.images.top_head/episode_004292.mp4","width":1280,"height":800,"frames":859,"fps":20,"pixel_format":"gbrp","presentation_repaired":false}
 {"episode_index":4293,"video_key":"observation.images.hand_left","video_path":"videos/chunk-004/observation.images.hand_left/episode_004293.mp4","width":640,"height":480,"frames":861,"fps":20,"pixel_format":"gbrp","presentation_repaired":true}
-{"episode_index":4293,"video_key":"observation.images.hand_right","video_path":"videos/chunk-004/observation.images.hand_right/episode_004293.mp4","width":848,"height":480,"frames":861,"fps":20,"pixel_format":"gbrp","presentation_repaired":false}
+{"episode_index":4293,"video_key":"observation.images.hand_right","video_path":"videos/chunk-004/observation.images.hand_right/episode_004293.mp4","width":640,"height":480,"frames":861,"fps":20,"pixel_format":"gbrp","presentation_repaired":true}
 {"episode_index":4293,"video_key":"observation.images.top_head","video_path":"videos/chunk-004/observation.images.top_head/episode_004293.mp4","width":1280,"height":800,"frames":861,"fps":20,"pixel_format":"gbrp","presentation_repaired":false}
 {"episode_index":4294,"video_key":"observation.images.hand_left","video_path":"videos/chunk-004/observation.images.hand_left/episode_004294.mp4","width":640,"height":480,"frames":859,"fps":20,"pixel_format":"gbrp","presentation_repaired":true}
 {"episode_index":4294,"video_key":"observation.images.hand_right","video_path":"videos/chunk-004/observation.images.hand_right/episode_004294.mp4","width":848,"height":480,"frames":859,"fps":20,"pixel_format":"gbrp","presentation_repaired":false}
@@ -12899,7 +12899,7 @@
 {"episode_index":4299,"video_key":"observation.images.hand_right","video_path":"videos/chunk-004/observation.images.hand_right/episode_004299.mp4","width":848,"height":480,"frames":860,"fps":20,"pixel_format":"gbrp","presentation_repaired":false}
 {"episode_index":4299,"video_key":"observation.images.top_head","video_path":"videos/chunk-004/observation.images.top_head/episode_004299.mp4","width":1280,"height":800,"frames":860,"fps":20,"pixel_format":"gbrp","presentation_repaired":false}
 {"episode_index":4300,"video_key":"observation.images.hand_left","video_path":"videos/chunk-004/observation.images.hand_left/episode_004300.mp4","width":640,"height":480,"frames":859,"fps":20,"pixel_format":"gbrp","presentation_repaired":true}
-{"episode_index":4300,"video_key":"observation.images.hand_right","video_path":"videos/chunk-004/observation.images.hand_right/episode_004300.mp4","width":848,"height":480,"frames":859,"fps":20,"pixel_format":"gbrp","presentation_repaired":false}
+{"episode_index":4300,"video_key":"observation.images.hand_right","video_path":"videos/chunk-004/observation.images.hand_right/episode_004300.mp4","width":640,"height":480,"frames":859,"fps":20,"pixel_format":"gbrp","presentation_repaired":true}
 {"episode_index":4300,"video_key":"observation.images.top_head","video_path":"videos/chunk-004/observation.images.top_head/episode_004300.mp4","width":1280,"height":800,"frames":859,"fps":20,"pixel_format":"gbrp","presentation_repaired":false}
 {"episode_index":4301,"video_key":"observation.images.hand_left","video_path":"videos/chunk-004/observation.images.hand_left/episode_004301.mp4","width":640,"height":480,"frames":861,"fps":20,"pixel_format":"gbrp","presentation_repaired":true}
 {"episode_index":4301,"video_key":"observation.images.hand_right","video_path":"videos/chunk-004/observation.images.hand_right/episode_004301.mp4","width":848,"height":480,"frames":861,"fps":20,"pixel_format":"gbrp","presentation_repaired":false}
@@ -12914,7 +12914,7 @@
 {"episode_index":4304,"video_key":"observation.images.hand_right","video_path":"videos/chunk-004/observation.images.hand_right/episode_004304.mp4","width":848,"height":480,"frames":860,"fps":20,"pixel_format":"gbrp","presentation_repaired":false}
 {"episode_index":4304,"video_key":"observation.images.top_head","video_path":"videos/chunk-004/observation.images.top_head/episode_004304.mp4","width":1280,"height":800,"frames":860,"fps":20,"pixel_format":"gbrp","presentation_repaired":false}
 {"episode_index":4305,"video_key":"observation.images.hand_left","video_path":"videos/chunk-004/observation.images.hand_left/episode_004305.mp4","width":640,"height":480,"frames":859,"fps":20,"pixel_format":"gbrp","presentation_repaired":true}
-{"episode_index":4305,"video_key":"observation.images.hand_right","video_path":"videos/chunk-004/observation.images.hand_right/episode_004305.mp4","width":848,"height":480,"frames":859,"fps":20,"pixel_format":"gbrp","presentation_repaired":false}
+{"episode_index":4305,"video_key":"observation.images.hand_right","video_path":"videos/chunk-004/observation.images.hand_right/episode_004305.mp4","width":640,"height":480,"frames":859,"fps":20,"pixel_format":"gbrp","presentation_repaired":true}
 {"episode_index":4305,"video_key":"observation.images.top_head","video_path":"videos/chunk-004/observation.images.top_head/episode_004305.mp4","width":1280,"height":800,"frames":859,"fps":20,"pixel_format":"gbrp","presentation_repaired":false}
 {"episode_index":4306,"video_key":"observation.images.hand_left","video_path":"videos/chunk-004/observation.images.hand_left/episode_004306.mp4","width":640,"height":480,"frames":859,"fps":20,"pixel_format":"gbrp","presentation_repaired":true}
 {"episode_index":4306,"video_key":"observation.images.hand_right","video_path":"videos/chunk-004/observation.images.hand_right/episode_004306.mp4","width":848,"height":480,"frames":859,"fps":20,"pixel_format":"gbrp","presentation_repaired":false}
@@ -12929,10 +12929,10 @@
 {"episode_index":4309,"video_key":"observation.images.hand_right","video_path":"videos/chunk-004/observation.images.hand_right/episode_004309.mp4","width":848,"height":480,"frames":861,"fps":20,"pixel_format":"gbrp","presentation_repaired":false}
 {"episode_index":4309,"video_key":"observation.images.top_head","video_path":"videos/chunk-004/observation.images.top_head/episode_004309.mp4","width":1280,"height":800,"frames":861,"fps":20,"pixel_format":"gbrp","presentation_repaired":false}
 {"episode_index":4310,"video_key":"observation.images.hand_left","video_path":"videos/chunk-004/observation.images.hand_left/episode_004310.mp4","width":640,"height":480,"frames":859,"fps":20,"pixel_format":"gbrp","presentation_repaired":true}
-{"episode_index":4310,"video_key":"observation.images.hand_right","video_path":"videos/chunk-004/observation.images.hand_right/episode_004310.mp4","width":848,"height":480,"frames":859,"fps":20,"pixel_format":"gbrp","presentation_repaired":false}
+{"episode_index":4310,"video_key":"observation.images.hand_right","video_path":"videos/chunk-004/observation.images.hand_right/episode_004310.mp4","width":640,"height":480,"frames":859,"fps":20,"pixel_format":"gbrp","presentation_repaired":true}
 {"episode_index":4310,"video_key":"observation.images.top_head","video_path":"videos/chunk-004/observation.images.top_head/episode_004310.mp4","width":1280,"height":800,"frames":859,"fps":20,"pixel_format":"gbrp","presentation_repaired":false}
 {"episode_index":4311,"video_key":"observation.images.hand_left","video_path":"videos/chunk-004/observation.images.hand_left/episode_004311.mp4","width":640,"height":480,"frames":859,"fps":20,"pixel_format":"gbrp","presentation_repaired":true}
-{"episode_index":4311,"video_key":"observation.images.hand_right","video_path":"videos/chunk-004/observation.images.hand_right/episode_004311.mp4","width":848,"height":480,"frames":859,"fps":20,"pixel_format":"gbrp","presentation_repaired":false}
+{"episode_index":4311,"video_key":"observation.images.hand_right","video_path":"videos/chunk-004/observation.images.hand_right/episode_004311.mp4","width":640,"height":480,"frames":859,"fps":20,"pixel_format":"gbrp","presentation_repaired":true}
 {"episode_index":4311,"video_key":"observation.images.top_head","video_path":"videos/chunk-004/observation.images.top_head/episode_004311.mp4","width":1280,"height":800,"frames":859,"fps":20,"pixel_format":"gbrp","presentation_repaired":false}
 {"episode_index":4312,"video_key":"observation.images.hand_left","video_path":"videos/chunk-004/observation.images.hand_left/episode_004312.mp4","width":640,"height":480,"frames":860,"fps":20,"pixel_format":"gbrp","presentation_repaired":true}
 {"episode_index":4312,"video_key":"observation.images.hand_right","video_path":"videos/chunk-004/observation.images.hand_right/episode_004312.mp4","width":848,"height":480,"frames":860,"fps":20,"pixel_format":"gbrp","presentation_repaired":false}
@@ -12944,7 +12944,7 @@
 {"episode_index":4314,"video_key":"observation.images.hand_right","video_path":"videos/chunk-004/observation.images.hand_right/episode_004314.mp4","width":848,"height":480,"frames":860,"fps":20,"pixel_format":"gbrp","presentation_repaired":false}
 {"episode_index":4314,"video_key":"observation.images.top_head","video_path":"videos/chunk-004/observation.images.top_head/episode_004314.mp4","width":1280,"height":800,"frames":860,"fps":20,"pixel_format":"gbrp","presentation_repaired":false}
 {"episode_index":4315,"video_key":"observation.images.hand_left","video_path":"videos/chunk-004/observation.images.hand_left/episode_004315.mp4","width":640,"height":480,"frames":861,"fps":20,"pixel_format":"gbrp","presentation_repaired":true}
-{"episode_index":4315,"video_key":"observation.images.hand_right","video_path":"videos/chunk-004/observation.images.hand_right/episode_004315.mp4","width":848,"height":480,"frames":861,"fps":20,"pixel_format":"gbrp","presentation_repaired":false}
+{"episode_index":4315,"video_key":"observation.images.hand_right","video_path":"videos/chunk-004/observation.images.hand_right/episode_004315.mp4","width":640,"height":480,"frames":861,"fps":20,"pixel_format":"gbrp","presentation_repaired":true}
 {"episode_index":4315,"video_key":"observation.images.top_head","video_path":"videos/chunk-004/observation.images.top_head/episode_004315.mp4","width":1280,"height":800,"frames":861,"fps":20,"pixel_format":"gbrp","presentation_repaired":false}
 {"episode_index":4316,"video_key":"observation.images.hand_left","video_path":"videos/chunk-004/observation.images.hand_left/episode_004316.mp4","width":640,"height":480,"frames":859,"fps":20,"pixel_format":"gbrp","presentation_repaired":true}
 {"episode_index":4316,"video_key":"observation.images.hand_right","video_path":"videos/chunk-004/observation.images.hand_right/episode_004316.mp4","width":848,"height":480,"frames":859,"fps":20,"pixel_format":"gbrp","presentation_repaired":false}
@@ -12959,10 +12959,10 @@
 {"episode_index":4319,"video_key":"observation.images.hand_right","video_path":"videos/chunk-004/observation.images.hand_right/episode_004319.mp4","width":848,"height":480,"frames":859,"fps":20,"pixel_format":"gbrp","presentation_repaired":false}
 {"episode_index":4319,"video_key":"observation.images.top_head","video_path":"videos/chunk-004/observation.images.top_head/episode_004319.mp4","width":1280,"height":800,"frames":859,"fps":20,"pixel_format":"gbrp","presentation_repaired":false}
 {"episode_index":4320,"video_key":"observation.images.hand_left","video_path":"videos/chunk-004/observation.images.hand_left/episode_004320.mp4","width":640,"height":480,"frames":860,"fps":20,"pixel_format":"gbrp","presentation_repaired":true}
-{"episode_index":4320,"video_key":"observation.images.hand_right","video_path":"videos/chunk-004/observation.images.hand_right/episode_004320.mp4","width":848,"height":480,"frames":860,"fps":20,"pixel_format":"gbrp","presentation_repaired":false}
+{"episode_index":4320,"video_key":"observation.images.hand_right","video_path":"videos/chunk-004/observation.images.hand_right/episode_004320.mp4","width":640,"height":480,"frames":860,"fps":20,"pixel_format":"gbrp","presentation_repaired":true}
 {"episode_index":4320,"video_key":"observation.images.top_head","video_path":"videos/chunk-004/observation.images.top_head/episode_004320.mp4","width":1280,"height":800,"frames":860,"fps":20,"pixel_format":"gbrp","presentation_repaired":false}
 {"episode_index":4321,"video_key":"observation.images.hand_left","video_path":"videos/chunk-004/observation.images.hand_left/episode_004321.mp4","width":640,"height":480,"frames":863,"fps":20,"pixel_format":"gbrp","presentation_repaired":true}
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+{"episode_index":4321,"video_key":"observation.images.hand_right","video_path":"videos/chunk-004/observation.images.hand_right/episode_004321.mp4","width":640,"height":480,"frames":863,"fps":20,"pixel_format":"gbrp","presentation_repaired":true}
 {"episode_index":4321,"video_key":"observation.images.top_head","video_path":"videos/chunk-004/observation.images.top_head/episode_004321.mp4","width":1280,"height":800,"frames":863,"fps":20,"pixel_format":"gbrp","presentation_repaired":false}
 {"episode_index":4322,"video_key":"observation.images.hand_left","video_path":"videos/chunk-004/observation.images.hand_left/episode_004322.mp4","width":640,"height":480,"frames":860,"fps":20,"pixel_format":"gbrp","presentation_repaired":true}
 {"episode_index":4322,"video_key":"observation.images.hand_right","video_path":"videos/chunk-004/observation.images.hand_right/episode_004322.mp4","width":848,"height":480,"frames":860,"fps":20,"pixel_format":"gbrp","presentation_repaired":false}
@@ -13610,76 +13610,76 @@
 {"episode_index":4536,"video_key":"observation.images.hand_right","video_path":"videos/chunk-004/observation.images.hand_right/episode_004536.mp4","width":848,"height":480,"frames":2476,"fps":20,"pixel_format":"gbrp","presentation_repaired":false}
 {"episode_index":4536,"video_key":"observation.images.top_head","video_path":"videos/chunk-004/observation.images.top_head/episode_004536.mp4","width":1280,"height":800,"frames":2476,"fps":20,"pixel_format":"gbrp","presentation_repaired":false}
 {"episode_index":4537,"video_key":"observation.images.hand_left","video_path":"videos/chunk-004/observation.images.hand_left/episode_004537.mp4","width":848,"height":480,"frames":630,"fps":20,"pixel_format":"gbrp","presentation_repaired":true}
-{"episode_index":4537,"video_key":"observation.images.hand_right","video_path":"videos/chunk-004/observation.images.hand_right/episode_004537.mp4","width":848,"height":480,"frames":630,"fps":20,"pixel_format":"gbrp","presentation_repaired":false}
+{"episode_index":4537,"video_key":"observation.images.hand_right","video_path":"videos/chunk-004/observation.images.hand_right/episode_004537.mp4","width":848,"height":480,"frames":630,"fps":20,"pixel_format":"gbrp","presentation_repaired":true}
 {"episode_index":4537,"video_key":"observation.images.top_head","video_path":"videos/chunk-004/observation.images.top_head/episode_004537.mp4","width":1280,"height":800,"frames":630,"fps":20,"pixel_format":"gbrp","presentation_repaired":false}
 {"episode_index":4538,"video_key":"observation.images.hand_left","video_path":"videos/chunk-004/observation.images.hand_left/episode_004538.mp4","width":848,"height":480,"frames":687,"fps":20,"pixel_format":"gbrp","presentation_repaired":true}
-{"episode_index":4538,"video_key":"observation.images.hand_right","video_path":"videos/chunk-004/observation.images.hand_right/episode_004538.mp4","width":848,"height":480,"frames":687,"fps":20,"pixel_format":"gbrp","presentation_repaired":false}
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diff --git a/meta/video_presentation_repair.json b/meta/video_presentation_repair.json
index b825fa8c8b67232d7b941e1f958c93342ba9c4f3..f889d040e8199e2708742fe87fd1c2754db87205 100644
--- a/meta/video_presentation_repair.json
+++ b/meta/video_presentation_repair.json
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