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diff --git a/EgoHOS/shared-v1.1/data/test_outdomain_1920x1080_000000/ego/encoding_validation.json b/EgoHOS/shared-v1.1/data/test_outdomain_1920x1080_000000/ego/encoding_validation.json
new file mode 100644
index 0000000000000000000000000000000000000000..f72ab5819cb4a7237badd802abcb65f4bc5a53fa
--- /dev/null
+++ b/EgoHOS/shared-v1.1/data/test_outdomain_1920x1080_000000/ego/encoding_validation.json
@@ -0,0 +1,451 @@
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+    "pixel_coverage": "ALL frames, count and order",
+    "random_access": "sequential decode from beginning"
+  },
+  "segment": {
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+        ],
+        "decode_verify_seconds": 1.5958049780001602,
+        "command": [
+          "ffmpeg",
+          "-hide_banner",
+          "-loglevel",
+          "error",
+          "-y",
+          "-f",
+          "rawvideo",
+          "-pixel_format",
+          "gray16le",
+          "-video_size",
+          "1920x1080",
+          "-framerate",
+          "1",
+          "-i",
+          "pipe:0",
+          "-an",
+          "-c:v",
+          "ffv1",
+          "-level",
+          "3",
+          "-pix_fmt",
+          "gray16le",
+          "outputs/EgoHOS-full/shared-v1.0/data/test_outdomain_1920x1080_000000/ego/annotation/segment/mask.ffv1.mkv"
+        ]
+      }
+    ],
+    "failed_candidates": [],
+    "pixel_coverage": "ALL frames, count and order",
+    "random_access": "sequential decode from beginning"
+  }
+}
diff --git a/EgoHOS/shared-v1.1/data/test_outdomain_1920x1080_000000/ego/metainfo.json b/EgoHOS/shared-v1.1/data/test_outdomain_1920x1080_000000/ego/metainfo.json
new file mode 100644
index 0000000000000000000000000000000000000000..d89a008d3e9a37c1379b16c85aa20ed55b93eac7
--- /dev/null
+++ b/EgoHOS/shared-v1.1/data/test_outdomain_1920x1080_000000/ego/metainfo.json
@@ -0,0 +1,255 @@
+{
+  "schema_version": "hand-warehouse/1.0",
+  "dataset_id": "EgoHOS",
+  "release_id": "shared-v1.0",
+  "sequence_id": "test_outdomain_1920x1080_000000",
+  "camera_id": "ego",
+  "sample_type": "image",
+  "num_frames": 128,
+  "hand_slots": [
+    "left",
+    "right"
+  ],
+  "view_type": "ego",
+  "split": "test",
+  "sampling": {
+    "type": "independent",
+    "source_fps": null,
+    "frames_ref": "camera/frames.jsonl",
+    "strategy": "full",
+    "seed": 20260928,
+    "timestamps": "unknown; no timestamps inferred from filenames or MKV PTS"
+  },
+  "camera": {
+    "model": "unknown",
+    "schema_id": null,
+    "image_size": [
+      1920,
+      1080
+    ]
+  },
+  "components": {
+    "rgb": {
+      "available": true,
+      "schema_id": "rgb/uint8/v1",
+      "data_ref": "observation/rgb.mkv",
+      "axes": [
+        "T",
+        "height",
+        "width",
+        "RGB"
+      ],
+      "valid_ref": "observation/rgb_valid.pt",
+      "valid_axes": [
+        "T"
+      ],
+      "provenance": {
+        "kind": "format_conversion",
+        "method": "exact source JPEG remux or exact RGB round-trip re-encoding"
+      },
+      "source_locator": {
+        "file": "camera/frames.jsonl",
+        "field": "source_locator",
+        "records": "all frame_index rows"
+      },
+      "storage": {
+        "profile": "mkv/mjpeg_copy/v1",
+        "codec": "mjpeg",
+        "pixel_format": "yuvj420p",
+        "encoded_size": [
+          1920,
+          1080
+        ],
+        "storage_fps": 1,
+        "timebase_role": "index_only",
+        "source_lossy": true,
+        "decoder": {
+          "name": "PyAV",
+          "version": "18.1.0",
+          "libraries": {
+            "libavutil": [
+              60,
+              26,
+              102
+            ],
+            "libavcodec": [
+              62,
+              28,
+              102
+            ],
+            "libavformat": [
+              62,
+              12,
+              102
+            ],
+            "libavdevice": [
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+              3,
+              102
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+            "libavfilter": [
+              11,
+              14,
+              102
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+            "libswscale": [
+              9,
+              5,
+              102
+            ],
+            "libswresample": [
+              6,
+              3,
+              102
+            ]
+          },
+          "output": "rgb24",
+          "rotation": "none",
+          "color_interpretation": "libswscale source metadata/defaults; identical source/target decoder",
+          "source_color_space": "unknown"
+        },
+        "encoder_parameters": {
+          "name": "copy",
+          "stream_copy": true,
+          "ffmpeg_version": "ffmpeg version 6.1.1-3ubuntu5 Copyright (c) 2000-2023 the FFmpeg developers",
+          "crf": null,
+          "gop": null
+        }
+      }
+    },
+    "segment": {
+      "available": true,
+      "schema_id": "segment/uint16_labels/v1",
+      "data_ref": "annotation/segment/mask.mkv",
+      "axes": [
+        "T",
+        "height",
+        "width"
+      ],
+      "valid_ref": "annotation/segment/mask_valid.pt",
+      "valid_axes": [
+        "T"
+      ],
+      "provenance": {
+        "kind": "format_conversion",
+        "method": "source 0 background -> 9; 1..8 unchanged; exact uint16 round-trip"
+      },
+      "source_locator": {
+        "file": "camera/frames.jsonl",
+        "field": "mask_source_locator"
+      },
+      "storage": {
+        "profile": "mkv/uint16_ffv1/v1",
+        "codec": "ffv1",
+        "pixel_format": "gray16le",
+        "encoded_size": [
+          1920,
+          1080
+        ],
+        "storage_fps": 1,
+        "timebase_role": "index_only",
+        "source_lossy": false,
+        "decoder": {
+          "name": "PyAV",
+          "version": "18.1.0",
+          "libraries": {
+            "libavutil": [
+              60,
+              26,
+              102
+            ],
+            "libavcodec": [
+              62,
+              28,
+              102
+            ],
+            "libavformat": [
+              62,
+              12,
+              102
+            ],
+            "libavdevice": [
+              62,
+              3,
+              102
+            ],
+            "libavfilter": [
+              11,
+              14,
+              102
+            ],
+            "libswscale": [
+              9,
+              5,
+              102
+            ],
+            "libswresample": [
+              6,
+              3,
+              102
+            ]
+          },
+          "output": "gray16le",
+          "rotation": "none",
+          "color_interpretation": "libswscale source metadata/defaults; identical source/target decoder",
+          "source_color_space": "unknown"
+        },
+        "encoder_parameters": {
+          "name": "ffv1",
+          "stream_copy": false,
+          "ffmpeg_version": "ffmpeg version 6.1.1-3ubuntu5 Copyright (c) 2000-2023 the FFmpeg developers",
+          "crf": null,
+          "gop": null
+        }
+      },
+      "segmentation_type": "semantic",
+      "mapping_ref": "annotation/segment/instances.jsonl",
+      "coverage": {
+        "kind": "partial",
+        "meaning": "hands and selected interacting object categories; background is source task background, not exhaustive object annotation"
+      },
+      "valid_policy": {
+        "rule": "paired source label exists, shape and integer categories verified; no additional official QA supplied",
+        "local_excluded_frame_indices": []
+      }
+    },
+    "depth": {
+      "available": false,
+      "reason": "not provided by selected source image release"
+    },
+    "mano": {
+      "available": false,
+      "reason": "not exported: model profile/flat-hand-mean/translation conversion not empirically verified"
+    },
+    "visibility": {
+      "available": false,
+      "reason": "no independent source visibility input; never inferred from valid"
+    },
+    "contact": {
+      "available": false,
+      "reason": "raw package lacks contact/; interaction-order categories are not per-entity contact labels"
+    },
+    "intrinsic": {
+      "available": false,
+      "reason": "source calibration absent"
+    },
+    "extrinsic": {
+      "available": false,
+      "reason": "source calibration absent"
+    },
+    "keypoints": {
+      "available": false,
+      "reason": "source keypoints absent"
+    },
+    "object": {
+      "available": false,
+      "reason": "semantic classes do not establish instance identity/mesh/pose"
+    }
+  },
+  "split_scheme": "EgoHOS-official-four-directories",
+  "split_source_locator": {
+    "file": "camera/frames.jsonl",
+    "field": "source_locator",
+    "records": "all frame_index rows"
+  }
+}
diff --git a/EgoHOS/shared-v1.1/data/test_outdomain_1920x1080_000000/ego/observation/rgb.mkv b/EgoHOS/shared-v1.1/data/test_outdomain_1920x1080_000000/ego/observation/rgb.mkv
new file mode 100644
index 0000000000000000000000000000000000000000..0de36fa6223f0a5edf8b631af8354e3e8d8315ad
--- /dev/null
+++ b/EgoHOS/shared-v1.1/data/test_outdomain_1920x1080_000000/ego/observation/rgb.mkv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4b2ed161586d597b50899f42fb963b073ceb7eff634ed8a584c0c6e6a02e05ec
+size 19264107
diff --git a/EgoHOS/shared-v1.1/data/test_outdomain_1920x1080_000000/ego/observation/rgb_valid.pt b/EgoHOS/shared-v1.1/data/test_outdomain_1920x1080_000000/ego/observation/rgb_valid.pt
new file mode 100644
index 0000000000000000000000000000000000000000..38897b6a890a2cd9be31dd6ca9c6644f597e145b
--- /dev/null
+++ b/EgoHOS/shared-v1.1/data/test_outdomain_1920x1080_000000/ego/observation/rgb_valid.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:aa7fff018778d52c47e0824b1887b4cbff83ea2cb8242afd95a4ea76ee36bca0
+size 1719
diff --git a/EgoHOS/shared-v1.1/data/test_outdomain_1920x1080_000001/ego/annotation/segment/instances.jsonl b/EgoHOS/shared-v1.1/data/test_outdomain_1920x1080_000001/ego/annotation/segment/instances.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..94ecf926c3bcbfde94fcd799ac34015363e7b2c4
--- /dev/null
+++ b/EgoHOS/shared-v1.1/data/test_outdomain_1920x1080_000001/ego/annotation/segment/instances.jsonl
@@ -0,0 +1,128 @@
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diff --git a/EgoHOS/shared-v1.1/data/test_outdomain_1920x1080_000001/ego/encoding_validation.json b/EgoHOS/shared-v1.1/data/test_outdomain_1920x1080_000001/ego/encoding_validation.json
new file mode 100644
index 0000000000000000000000000000000000000000..c0d059b358d4047893116c836ec7837dfefb3c02
--- /dev/null
+++ b/EgoHOS/shared-v1.1/data/test_outdomain_1920x1080_000001/ego/encoding_validation.json
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+    "random_access": "sequential decode from beginning"
+  },
+  "segment": {
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+          "99e90d88b14171341177c269df710dd1f130694a85f4f6ce1a17e383268398e4",
+          "94185782c6161e421d89e13dfe93c69f4721fb65a8ac99e1ed94da0a11e299fb",
+          "63e7cc6518e7354d6ffc857fffa4ac58ead5aee35f418c1b5519ee36bf733170",
+          "3c957c5a8ba1ba42c7ecfd2fae2d06f864d1e71c30e01a0b7f3ce564f6e44de4",
+          "3b2a3bc14601934fe4a8d779be44bfefa06c47ef1d0f2b741dbd4b3de309bb00",
+          "d90b2371b81309b1b65a1055a4bda1b159127a46c3969b3e529b9667a2ee94a7",
+          "d7694ea28d11ec4117dbeca5978d05ea6ced65e1d00cc7655ebe459123c0e6bc"
+        ],
+        "decode_verify_seconds": 1.5849304269995628,
+        "command": [
+          "ffmpeg",
+          "-hide_banner",
+          "-loglevel",
+          "error",
+          "-y",
+          "-f",
+          "rawvideo",
+          "-pixel_format",
+          "gray16le",
+          "-video_size",
+          "1920x1080",
+          "-framerate",
+          "1",
+          "-i",
+          "pipe:0",
+          "-an",
+          "-c:v",
+          "ffv1",
+          "-level",
+          "3",
+          "-pix_fmt",
+          "gray16le",
+          "outputs/EgoHOS-full/shared-v1.0/data/test_outdomain_1920x1080_000001/ego/annotation/segment/mask.ffv1.mkv"
+        ]
+      }
+    ],
+    "failed_candidates": [],
+    "pixel_coverage": "ALL frames, count and order",
+    "random_access": "sequential decode from beginning"
+  }
+}
diff --git a/EgoHOS/shared-v1.1/data/test_outdomain_1920x1080_000001/ego/metainfo.json b/EgoHOS/shared-v1.1/data/test_outdomain_1920x1080_000001/ego/metainfo.json
new file mode 100644
index 0000000000000000000000000000000000000000..4ea9f3a4f805da81cb3af21843b95e3176ee7db7
--- /dev/null
+++ b/EgoHOS/shared-v1.1/data/test_outdomain_1920x1080_000001/ego/metainfo.json
@@ -0,0 +1,255 @@
+{
+  "schema_version": "hand-warehouse/1.0",
+  "dataset_id": "EgoHOS",
+  "release_id": "shared-v1.0",
+  "sequence_id": "test_outdomain_1920x1080_000001",
+  "camera_id": "ego",
+  "sample_type": "image",
+  "num_frames": 128,
+  "hand_slots": [
+    "left",
+    "right"
+  ],
+  "view_type": "ego",
+  "split": "test",
+  "sampling": {
+    "type": "independent",
+    "source_fps": null,
+    "frames_ref": "camera/frames.jsonl",
+    "strategy": "full",
+    "seed": 20260928,
+    "timestamps": "unknown; no timestamps inferred from filenames or MKV PTS"
+  },
+  "camera": {
+    "model": "unknown",
+    "schema_id": null,
+    "image_size": [
+      1920,
+      1080
+    ]
+  },
+  "components": {
+    "rgb": {
+      "available": true,
+      "schema_id": "rgb/uint8/v1",
+      "data_ref": "observation/rgb.mkv",
+      "axes": [
+        "T",
+        "height",
+        "width",
+        "RGB"
+      ],
+      "valid_ref": "observation/rgb_valid.pt",
+      "valid_axes": [
+        "T"
+      ],
+      "provenance": {
+        "kind": "format_conversion",
+        "method": "exact source JPEG remux or exact RGB round-trip re-encoding"
+      },
+      "source_locator": {
+        "file": "camera/frames.jsonl",
+        "field": "source_locator",
+        "records": "all frame_index rows"
+      },
+      "storage": {
+        "profile": "mkv/mjpeg_copy/v1",
+        "codec": "mjpeg",
+        "pixel_format": "yuvj420p",
+        "encoded_size": [
+          1920,
+          1080
+        ],
+        "storage_fps": 1,
+        "timebase_role": "index_only",
+        "source_lossy": true,
+        "decoder": {
+          "name": "PyAV",
+          "version": "18.1.0",
+          "libraries": {
+            "libavutil": [
+              60,
+              26,
+              102
+            ],
+            "libavcodec": [
+              62,
+              28,
+              102
+            ],
+            "libavformat": [
+              62,
+              12,
+              102
+            ],
+            "libavdevice": [
+              62,
+              3,
+              102
+            ],
+            "libavfilter": [
+              11,
+              14,
+              102
+            ],
+            "libswscale": [
+              9,
+              5,
+              102
+            ],
+            "libswresample": [
+              6,
+              3,
+              102
+            ]
+          },
+          "output": "rgb24",
+          "rotation": "none",
+          "color_interpretation": "libswscale source metadata/defaults; identical source/target decoder",
+          "source_color_space": "unknown"
+        },
+        "encoder_parameters": {
+          "name": "copy",
+          "stream_copy": true,
+          "ffmpeg_version": "ffmpeg version 6.1.1-3ubuntu5 Copyright (c) 2000-2023 the FFmpeg developers",
+          "crf": null,
+          "gop": null
+        }
+      }
+    },
+    "segment": {
+      "available": true,
+      "schema_id": "segment/uint16_labels/v1",
+      "data_ref": "annotation/segment/mask.mkv",
+      "axes": [
+        "T",
+        "height",
+        "width"
+      ],
+      "valid_ref": "annotation/segment/mask_valid.pt",
+      "valid_axes": [
+        "T"
+      ],
+      "provenance": {
+        "kind": "format_conversion",
+        "method": "source 0 background -> 9; 1..8 unchanged; exact uint16 round-trip"
+      },
+      "source_locator": {
+        "file": "camera/frames.jsonl",
+        "field": "mask_source_locator"
+      },
+      "storage": {
+        "profile": "mkv/uint16_ffv1/v1",
+        "codec": "ffv1",
+        "pixel_format": "gray16le",
+        "encoded_size": [
+          1920,
+          1080
+        ],
+        "storage_fps": 1,
+        "timebase_role": "index_only",
+        "source_lossy": false,
+        "decoder": {
+          "name": "PyAV",
+          "version": "18.1.0",
+          "libraries": {
+            "libavutil": [
+              60,
+              26,
+              102
+            ],
+            "libavcodec": [
+              62,
+              28,
+              102
+            ],
+            "libavformat": [
+              62,
+              12,
+              102
+            ],
+            "libavdevice": [
+              62,
+              3,
+              102
+            ],
+            "libavfilter": [
+              11,
+              14,
+              102
+            ],
+            "libswscale": [
+              9,
+              5,
+              102
+            ],
+            "libswresample": [
+              6,
+              3,
+              102
+            ]
+          },
+          "output": "gray16le",
+          "rotation": "none",
+          "color_interpretation": "libswscale source metadata/defaults; identical source/target decoder",
+          "source_color_space": "unknown"
+        },
+        "encoder_parameters": {
+          "name": "ffv1",
+          "stream_copy": false,
+          "ffmpeg_version": "ffmpeg version 6.1.1-3ubuntu5 Copyright (c) 2000-2023 the FFmpeg developers",
+          "crf": null,
+          "gop": null
+        }
+      },
+      "segmentation_type": "semantic",
+      "mapping_ref": "annotation/segment/instances.jsonl",
+      "coverage": {
+        "kind": "partial",
+        "meaning": "hands and selected interacting object categories; background is source task background, not exhaustive object annotation"
+      },
+      "valid_policy": {
+        "rule": "paired source label exists, shape and integer categories verified; no additional official QA supplied",
+        "local_excluded_frame_indices": []
+      }
+    },
+    "depth": {
+      "available": false,
+      "reason": "not provided by selected source image release"
+    },
+    "mano": {
+      "available": false,
+      "reason": "not exported: model profile/flat-hand-mean/translation conversion not empirically verified"
+    },
+    "visibility": {
+      "available": false,
+      "reason": "no independent source visibility input; never inferred from valid"
+    },
+    "contact": {
+      "available": false,
+      "reason": "raw package lacks contact/; interaction-order categories are not per-entity contact labels"
+    },
+    "intrinsic": {
+      "available": false,
+      "reason": "source calibration absent"
+    },
+    "extrinsic": {
+      "available": false,
+      "reason": "source calibration absent"
+    },
+    "keypoints": {
+      "available": false,
+      "reason": "source keypoints absent"
+    },
+    "object": {
+      "available": false,
+      "reason": "semantic classes do not establish instance identity/mesh/pose"
+    }
+  },
+  "split_scheme": "EgoHOS-official-four-directories",
+  "split_source_locator": {
+    "file": "camera/frames.jsonl",
+    "field": "source_locator",
+    "records": "all frame_index rows"
+  }
+}
diff --git a/EgoHOS/shared-v1.1/data/test_outdomain_1920x1080_000001/ego/observation/rgb.mkv b/EgoHOS/shared-v1.1/data/test_outdomain_1920x1080_000001/ego/observation/rgb.mkv
new file mode 100644
index 0000000000000000000000000000000000000000..8fb228c9b56360b6b07f6cc228b154c9f0511750
--- /dev/null
+++ b/EgoHOS/shared-v1.1/data/test_outdomain_1920x1080_000001/ego/observation/rgb.mkv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2bbee92f02c83ff2a172d2a496640c46a662c0850a847308d410ffb203e4621d
+size 21284438
diff --git a/EgoHOS/shared-v1.1/data/test_outdomain_1920x1080_000001/ego/observation/rgb_valid.pt b/EgoHOS/shared-v1.1/data/test_outdomain_1920x1080_000001/ego/observation/rgb_valid.pt
new file mode 100644
index 0000000000000000000000000000000000000000..38897b6a890a2cd9be31dd6ca9c6644f597e145b
--- /dev/null
+++ b/EgoHOS/shared-v1.1/data/test_outdomain_1920x1080_000001/ego/observation/rgb_valid.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:aa7fff018778d52c47e0824b1887b4cbff83ea2cb8242afd95a4ea76ee36bca0
+size 1719
diff --git a/EgoHOS/shared-v1.1/data/test_outdomain_1920x1080_000002/ego/annotation/segment/instances.jsonl b/EgoHOS/shared-v1.1/data/test_outdomain_1920x1080_000002/ego/annotation/segment/instances.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..94ecf926c3bcbfde94fcd799ac34015363e7b2c4
--- /dev/null
+++ b/EgoHOS/shared-v1.1/data/test_outdomain_1920x1080_000002/ego/annotation/segment/instances.jsonl
@@ -0,0 +1,128 @@
+{"frame_index": 0, "labels": [{"mask_value": 9, "category_id": "background", "entity_id": null, "part_id": null, "source_instance_id": null, "source_attributes": {"source_class_id": 0}}, {"mask_value": 1, "category_id": "left_hand", "entity_id": "hand_left", "part_id": null, "source_instance_id": null, "source_attributes": {"source_class_id": 1}}, {"mask_value": 2, "category_id": "right_hand", "entity_id": "hand_right", "part_id": null, "source_instance_id": null, "source_attributes": {"source_class_id": 2}}, {"mask_value": 3, "category_id": "first_order_left", "entity_id": null, "part_id": null, "source_instance_id": null, "source_attributes": {"source_class_id": 3}}, {"mask_value": 4, "category_id": "first_order_right", "entity_id": null, "part_id": null, "source_instance_id": null, "source_attributes": {"source_class_id": 4}}, {"mask_value": 5, "category_id": "first_order_both", "entity_id": null, "part_id": null, "source_instance_id": null, "source_attributes": {"source_class_id": 5}}, {"mask_value": 6, "category_id": "second_order_left", "entity_id": null, "part_id": null, "source_instance_id": null, "source_attributes": {"source_class_id": 6}}, {"mask_value": 7, "category_id": "second_order_right", "entity_id": null, "part_id": null, "source_instance_id": null, "source_attributes": {"source_class_id": 7}}, {"mask_value": 8, "category_id": "second_order_both", "entity_id": null, "part_id": null, "source_instance_id": null, "source_attributes": {"source_class_id": 8}}]}
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diff --git a/EgoHOS/shared-v1.1/data/test_outdomain_1920x1080_000002/ego/encoding_validation.json b/EgoHOS/shared-v1.1/data/test_outdomain_1920x1080_000002/ego/encoding_validation.json
new file mode 100644
index 0000000000000000000000000000000000000000..8119ee9aed22e77e4a12a8ae99b7f778b840ba68
--- /dev/null
+++ b/EgoHOS/shared-v1.1/data/test_outdomain_1920x1080_000002/ego/encoding_validation.json
@@ -0,0 +1,451 @@
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+    "failed_candidates": [],
+    "pixel_coverage": "ALL frames, count and order",
+    "random_access": "sequential decode from beginning"
+  },
+  "segment": {
+    "selected": "ffv1",
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+        ],
+        "decode_verify_seconds": 1.5566067740001017,
+        "command": [
+          "ffmpeg",
+          "-hide_banner",
+          "-loglevel",
+          "error",
+          "-y",
+          "-f",
+          "rawvideo",
+          "-pixel_format",
+          "gray16le",
+          "-video_size",
+          "1920x1080",
+          "-framerate",
+          "1",
+          "-i",
+          "pipe:0",
+          "-an",
+          "-c:v",
+          "ffv1",
+          "-level",
+          "3",
+          "-pix_fmt",
+          "gray16le",
+          "outputs/EgoHOS-full/shared-v1.0/data/test_outdomain_1920x1080_000002/ego/annotation/segment/mask.ffv1.mkv"
+        ]
+      }
+    ],
+    "failed_candidates": [],
+    "pixel_coverage": "ALL frames, count and order",
+    "random_access": "sequential decode from beginning"
+  }
+}
diff --git a/EgoHOS/shared-v1.1/data/test_outdomain_1920x1080_000002/ego/metainfo.json b/EgoHOS/shared-v1.1/data/test_outdomain_1920x1080_000002/ego/metainfo.json
new file mode 100644
index 0000000000000000000000000000000000000000..a335e3bb4dd6768ca0d35c1a5dcb8f45ac309d1e
--- /dev/null
+++ b/EgoHOS/shared-v1.1/data/test_outdomain_1920x1080_000002/ego/metainfo.json
@@ -0,0 +1,255 @@
+{
+  "schema_version": "hand-warehouse/1.0",
+  "dataset_id": "EgoHOS",
+  "release_id": "shared-v1.0",
+  "sequence_id": "test_outdomain_1920x1080_000002",
+  "camera_id": "ego",
+  "sample_type": "image",
+  "num_frames": 128,
+  "hand_slots": [
+    "left",
+    "right"
+  ],
+  "view_type": "ego",
+  "split": "test",
+  "sampling": {
+    "type": "independent",
+    "source_fps": null,
+    "frames_ref": "camera/frames.jsonl",
+    "strategy": "full",
+    "seed": 20260928,
+    "timestamps": "unknown; no timestamps inferred from filenames or MKV PTS"
+  },
+  "camera": {
+    "model": "unknown",
+    "schema_id": null,
+    "image_size": [
+      1920,
+      1080
+    ]
+  },
+  "components": {
+    "rgb": {
+      "available": true,
+      "schema_id": "rgb/uint8/v1",
+      "data_ref": "observation/rgb.mkv",
+      "axes": [
+        "T",
+        "height",
+        "width",
+        "RGB"
+      ],
+      "valid_ref": "observation/rgb_valid.pt",
+      "valid_axes": [
+        "T"
+      ],
+      "provenance": {
+        "kind": "format_conversion",
+        "method": "exact source JPEG remux or exact RGB round-trip re-encoding"
+      },
+      "source_locator": {
+        "file": "camera/frames.jsonl",
+        "field": "source_locator",
+        "records": "all frame_index rows"
+      },
+      "storage": {
+        "profile": "mkv/mjpeg_copy/v1",
+        "codec": "mjpeg",
+        "pixel_format": "yuvj420p",
+        "encoded_size": [
+          1920,
+          1080
+        ],
+        "storage_fps": 1,
+        "timebase_role": "index_only",
+        "source_lossy": true,
+        "decoder": {
+          "name": "PyAV",
+          "version": "18.1.0",
+          "libraries": {
+            "libavutil": [
+              60,
+              26,
+              102
+            ],
+            "libavcodec": [
+              62,
+              28,
+              102
+            ],
+            "libavformat": [
+              62,
+              12,
+              102
+            ],
+            "libavdevice": [
+              62,
+              3,
+              102
+            ],
+            "libavfilter": [
+              11,
+              14,
+              102
+            ],
+            "libswscale": [
+              9,
+              5,
+              102
+            ],
+            "libswresample": [
+              6,
+              3,
+              102
+            ]
+          },
+          "output": "rgb24",
+          "rotation": "none",
+          "color_interpretation": "libswscale source metadata/defaults; identical source/target decoder",
+          "source_color_space": "unknown"
+        },
+        "encoder_parameters": {
+          "name": "copy",
+          "stream_copy": true,
+          "ffmpeg_version": "ffmpeg version 6.1.1-3ubuntu5 Copyright (c) 2000-2023 the FFmpeg developers",
+          "crf": null,
+          "gop": null
+        }
+      }
+    },
+    "segment": {
+      "available": true,
+      "schema_id": "segment/uint16_labels/v1",
+      "data_ref": "annotation/segment/mask.mkv",
+      "axes": [
+        "T",
+        "height",
+        "width"
+      ],
+      "valid_ref": "annotation/segment/mask_valid.pt",
+      "valid_axes": [
+        "T"
+      ],
+      "provenance": {
+        "kind": "format_conversion",
+        "method": "source 0 background -> 9; 1..8 unchanged; exact uint16 round-trip"
+      },
+      "source_locator": {
+        "file": "camera/frames.jsonl",
+        "field": "mask_source_locator"
+      },
+      "storage": {
+        "profile": "mkv/uint16_ffv1/v1",
+        "codec": "ffv1",
+        "pixel_format": "gray16le",
+        "encoded_size": [
+          1920,
+          1080
+        ],
+        "storage_fps": 1,
+        "timebase_role": "index_only",
+        "source_lossy": false,
+        "decoder": {
+          "name": "PyAV",
+          "version": "18.1.0",
+          "libraries": {
+            "libavutil": [
+              60,
+              26,
+              102
+            ],
+            "libavcodec": [
+              62,
+              28,
+              102
+            ],
+            "libavformat": [
+              62,
+              12,
+              102
+            ],
+            "libavdevice": [
+              62,
+              3,
+              102
+            ],
+            "libavfilter": [
+              11,
+              14,
+              102
+            ],
+            "libswscale": [
+              9,
+              5,
+              102
+            ],
+            "libswresample": [
+              6,
+              3,
+              102
+            ]
+          },
+          "output": "gray16le",
+          "rotation": "none",
+          "color_interpretation": "libswscale source metadata/defaults; identical source/target decoder",
+          "source_color_space": "unknown"
+        },
+        "encoder_parameters": {
+          "name": "ffv1",
+          "stream_copy": false,
+          "ffmpeg_version": "ffmpeg version 6.1.1-3ubuntu5 Copyright (c) 2000-2023 the FFmpeg developers",
+          "crf": null,
+          "gop": null
+        }
+      },
+      "segmentation_type": "semantic",
+      "mapping_ref": "annotation/segment/instances.jsonl",
+      "coverage": {
+        "kind": "partial",
+        "meaning": "hands and selected interacting object categories; background is source task background, not exhaustive object annotation"
+      },
+      "valid_policy": {
+        "rule": "paired source label exists, shape and integer categories verified; no additional official QA supplied",
+        "local_excluded_frame_indices": []
+      }
+    },
+    "depth": {
+      "available": false,
+      "reason": "not provided by selected source image release"
+    },
+    "mano": {
+      "available": false,
+      "reason": "not exported: model profile/flat-hand-mean/translation conversion not empirically verified"
+    },
+    "visibility": {
+      "available": false,
+      "reason": "no independent source visibility input; never inferred from valid"
+    },
+    "contact": {
+      "available": false,
+      "reason": "raw package lacks contact/; interaction-order categories are not per-entity contact labels"
+    },
+    "intrinsic": {
+      "available": false,
+      "reason": "source calibration absent"
+    },
+    "extrinsic": {
+      "available": false,
+      "reason": "source calibration absent"
+    },
+    "keypoints": {
+      "available": false,
+      "reason": "source keypoints absent"
+    },
+    "object": {
+      "available": false,
+      "reason": "semantic classes do not establish instance identity/mesh/pose"
+    }
+  },
+  "split_scheme": "EgoHOS-official-four-directories",
+  "split_source_locator": {
+    "file": "camera/frames.jsonl",
+    "field": "source_locator",
+    "records": "all frame_index rows"
+  }
+}
diff --git a/EgoHOS/shared-v1.1/data/test_outdomain_1920x1080_000002/ego/observation/rgb.mkv b/EgoHOS/shared-v1.1/data/test_outdomain_1920x1080_000002/ego/observation/rgb.mkv
new file mode 100644
index 0000000000000000000000000000000000000000..faf627a46100b3e2b8803edc2fe56415e8b1ba40
--- /dev/null
+++ b/EgoHOS/shared-v1.1/data/test_outdomain_1920x1080_000002/ego/observation/rgb.mkv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:724ece677a07e263e77669449dbd9898eaa2634207fdcfdc24b97928cd23c773
+size 14784794
diff --git a/EgoHOS/shared-v1.1/data/test_outdomain_1920x1080_000002/ego/observation/rgb_valid.pt b/EgoHOS/shared-v1.1/data/test_outdomain_1920x1080_000002/ego/observation/rgb_valid.pt
new file mode 100644
index 0000000000000000000000000000000000000000..38897b6a890a2cd9be31dd6ca9c6644f597e145b
--- /dev/null
+++ b/EgoHOS/shared-v1.1/data/test_outdomain_1920x1080_000002/ego/observation/rgb_valid.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:aa7fff018778d52c47e0824b1887b4cbff83ea2cb8242afd95a4ea76ee36bca0
+size 1719
diff --git a/EgoHOS/shared-v1.1/data/test_outdomain_1920x1080_000003/ego/annotation/segment/instances.jsonl b/EgoHOS/shared-v1.1/data/test_outdomain_1920x1080_000003/ego/annotation/segment/instances.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..c5a5130b8b9c7b98739c687635024602f178bc6c
--- /dev/null
+++ b/EgoHOS/shared-v1.1/data/test_outdomain_1920x1080_000003/ego/annotation/segment/instances.jsonl
@@ -0,0 +1,116 @@
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diff --git a/EgoHOS/shared-v1.1/data/test_outdomain_1920x1080_000003/ego/encoding_validation.json b/EgoHOS/shared-v1.1/data/test_outdomain_1920x1080_000003/ego/encoding_validation.json
new file mode 100644
index 0000000000000000000000000000000000000000..31cc5f1bc0440be96133e4e6e7e07e6c0e9a8861
--- /dev/null
+++ b/EgoHOS/shared-v1.1/data/test_outdomain_1920x1080_000003/ego/encoding_validation.json
@@ -0,0 +1,415 @@
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+    "random_access": "sequential decode from beginning"
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+  "segment": {
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+          "053b982e59dead9ff9a31aa251180b0239d4fa94b1e2291657ab3ce0882313b9",
+          "8fa7e1ef837eb8576fa9494e4f7b19e0a8e04e84f3aaee90c5a90eaabc322d71",
+          "7c7ed277e937d62b63787c807db0ab9c651ec0a72ddeb5f70549d8f7e48d8f81",
+          "3a8701909b0be081f79f9de151c5ade959f62869dc594ecbd4fe27b3c30752ee",
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+          "945b497eec91e697d893bf588ea091c465c6bbb5374d03ccefd4d80e4cd987be"
+        ],
+        "decode_verify_seconds": 1.40362245399956,
+        "command": [
+          "ffmpeg",
+          "-hide_banner",
+          "-loglevel",
+          "error",
+          "-y",
+          "-f",
+          "rawvideo",
+          "-pixel_format",
+          "gray16le",
+          "-video_size",
+          "1920x1080",
+          "-framerate",
+          "1",
+          "-i",
+          "pipe:0",
+          "-an",
+          "-c:v",
+          "ffv1",
+          "-level",
+          "3",
+          "-pix_fmt",
+          "gray16le",
+          "outputs/EgoHOS-full/shared-v1.0/data/test_outdomain_1920x1080_000003/ego/annotation/segment/mask.ffv1.mkv"
+        ]
+      }
+    ],
+    "failed_candidates": [],
+    "pixel_coverage": "ALL frames, count and order",
+    "random_access": "sequential decode from beginning"
+  }
+}
diff --git a/EgoHOS/shared-v1.1/data/test_outdomain_1920x1080_000003/ego/metainfo.json b/EgoHOS/shared-v1.1/data/test_outdomain_1920x1080_000003/ego/metainfo.json
new file mode 100644
index 0000000000000000000000000000000000000000..e137fc0eb752009de37f055e816fde75dd985b5d
--- /dev/null
+++ b/EgoHOS/shared-v1.1/data/test_outdomain_1920x1080_000003/ego/metainfo.json
@@ -0,0 +1,255 @@
+{
+  "schema_version": "hand-warehouse/1.0",
+  "dataset_id": "EgoHOS",
+  "release_id": "shared-v1.0",
+  "sequence_id": "test_outdomain_1920x1080_000003",
+  "camera_id": "ego",
+  "sample_type": "image",
+  "num_frames": 116,
+  "hand_slots": [
+    "left",
+    "right"
+  ],
+  "view_type": "ego",
+  "split": "test",
+  "sampling": {
+    "type": "independent",
+    "source_fps": null,
+    "frames_ref": "camera/frames.jsonl",
+    "strategy": "full",
+    "seed": 20260928,
+    "timestamps": "unknown; no timestamps inferred from filenames or MKV PTS"
+  },
+  "camera": {
+    "model": "unknown",
+    "schema_id": null,
+    "image_size": [
+      1920,
+      1080
+    ]
+  },
+  "components": {
+    "rgb": {
+      "available": true,
+      "schema_id": "rgb/uint8/v1",
+      "data_ref": "observation/rgb.mkv",
+      "axes": [
+        "T",
+        "height",
+        "width",
+        "RGB"
+      ],
+      "valid_ref": "observation/rgb_valid.pt",
+      "valid_axes": [
+        "T"
+      ],
+      "provenance": {
+        "kind": "format_conversion",
+        "method": "exact source JPEG remux or exact RGB round-trip re-encoding"
+      },
+      "source_locator": {
+        "file": "camera/frames.jsonl",
+        "field": "source_locator",
+        "records": "all frame_index rows"
+      },
+      "storage": {
+        "profile": "mkv/mjpeg_copy/v1",
+        "codec": "mjpeg",
+        "pixel_format": "yuvj420p",
+        "encoded_size": [
+          1920,
+          1080
+        ],
+        "storage_fps": 1,
+        "timebase_role": "index_only",
+        "source_lossy": true,
+        "decoder": {
+          "name": "PyAV",
+          "version": "18.1.0",
+          "libraries": {
+            "libavutil": [
+              60,
+              26,
+              102
+            ],
+            "libavcodec": [
+              62,
+              28,
+              102
+            ],
+            "libavformat": [
+              62,
+              12,
+              102
+            ],
+            "libavdevice": [
+              62,
+              3,
+              102
+            ],
+            "libavfilter": [
+              11,
+              14,
+              102
+            ],
+            "libswscale": [
+              9,
+              5,
+              102
+            ],
+            "libswresample": [
+              6,
+              3,
+              102
+            ]
+          },
+          "output": "rgb24",
+          "rotation": "none",
+          "color_interpretation": "libswscale source metadata/defaults; identical source/target decoder",
+          "source_color_space": "unknown"
+        },
+        "encoder_parameters": {
+          "name": "copy",
+          "stream_copy": true,
+          "ffmpeg_version": "ffmpeg version 6.1.1-3ubuntu5 Copyright (c) 2000-2023 the FFmpeg developers",
+          "crf": null,
+          "gop": null
+        }
+      }
+    },
+    "segment": {
+      "available": true,
+      "schema_id": "segment/uint16_labels/v1",
+      "data_ref": "annotation/segment/mask.mkv",
+      "axes": [
+        "T",
+        "height",
+        "width"
+      ],
+      "valid_ref": "annotation/segment/mask_valid.pt",
+      "valid_axes": [
+        "T"
+      ],
+      "provenance": {
+        "kind": "format_conversion",
+        "method": "source 0 background -> 9; 1..8 unchanged; exact uint16 round-trip"
+      },
+      "source_locator": {
+        "file": "camera/frames.jsonl",
+        "field": "mask_source_locator"
+      },
+      "storage": {
+        "profile": "mkv/uint16_ffv1/v1",
+        "codec": "ffv1",
+        "pixel_format": "gray16le",
+        "encoded_size": [
+          1920,
+          1080
+        ],
+        "storage_fps": 1,
+        "timebase_role": "index_only",
+        "source_lossy": false,
+        "decoder": {
+          "name": "PyAV",
+          "version": "18.1.0",
+          "libraries": {
+            "libavutil": [
+              60,
+              26,
+              102
+            ],
+            "libavcodec": [
+              62,
+              28,
+              102
+            ],
+            "libavformat": [
+              62,
+              12,
+              102
+            ],
+            "libavdevice": [
+              62,
+              3,
+              102
+            ],
+            "libavfilter": [
+              11,
+              14,
+              102
+            ],
+            "libswscale": [
+              9,
+              5,
+              102
+            ],
+            "libswresample": [
+              6,
+              3,
+              102
+            ]
+          },
+          "output": "gray16le",
+          "rotation": "none",
+          "color_interpretation": "libswscale source metadata/defaults; identical source/target decoder",
+          "source_color_space": "unknown"
+        },
+        "encoder_parameters": {
+          "name": "ffv1",
+          "stream_copy": false,
+          "ffmpeg_version": "ffmpeg version 6.1.1-3ubuntu5 Copyright (c) 2000-2023 the FFmpeg developers",
+          "crf": null,
+          "gop": null
+        }
+      },
+      "segmentation_type": "semantic",
+      "mapping_ref": "annotation/segment/instances.jsonl",
+      "coverage": {
+        "kind": "partial",
+        "meaning": "hands and selected interacting object categories; background is source task background, not exhaustive object annotation"
+      },
+      "valid_policy": {
+        "rule": "paired source label exists, shape and integer categories verified; no additional official QA supplied",
+        "local_excluded_frame_indices": []
+      }
+    },
+    "depth": {
+      "available": false,
+      "reason": "not provided by selected source image release"
+    },
+    "mano": {
+      "available": false,
+      "reason": "not exported: model profile/flat-hand-mean/translation conversion not empirically verified"
+    },
+    "visibility": {
+      "available": false,
+      "reason": "no independent source visibility input; never inferred from valid"
+    },
+    "contact": {
+      "available": false,
+      "reason": "raw package lacks contact/; interaction-order categories are not per-entity contact labels"
+    },
+    "intrinsic": {
+      "available": false,
+      "reason": "source calibration absent"
+    },
+    "extrinsic": {
+      "available": false,
+      "reason": "source calibration absent"
+    },
+    "keypoints": {
+      "available": false,
+      "reason": "source keypoints absent"
+    },
+    "object": {
+      "available": false,
+      "reason": "semantic classes do not establish instance identity/mesh/pose"
+    }
+  },
+  "split_scheme": "EgoHOS-official-four-directories",
+  "split_source_locator": {
+    "file": "camera/frames.jsonl",
+    "field": "source_locator",
+    "records": "all frame_index rows"
+  }
+}
diff --git a/EgoHOS/shared-v1.1/data/test_outdomain_1920x1080_000003/ego/observation/rgb.mkv b/EgoHOS/shared-v1.1/data/test_outdomain_1920x1080_000003/ego/observation/rgb.mkv
new file mode 100644
index 0000000000000000000000000000000000000000..eee5990cd94e5c45b43152d6446aa7d3e4c57cd2
--- /dev/null
+++ b/EgoHOS/shared-v1.1/data/test_outdomain_1920x1080_000003/ego/observation/rgb.mkv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:113a927881d57d718d9bd7e746549da68f679e564b7042cddf7e77450343b2d6
+size 21214583
diff --git a/EgoHOS/shared-v1.1/data/test_outdomain_1920x1080_000003/ego/observation/rgb_valid.pt b/EgoHOS/shared-v1.1/data/test_outdomain_1920x1080_000003/ego/observation/rgb_valid.pt
new file mode 100644
index 0000000000000000000000000000000000000000..6aa1ebb57aa7e86fd184d9e75ca445c7b08a8f13
--- /dev/null
+++ b/EgoHOS/shared-v1.1/data/test_outdomain_1920x1080_000003/ego/observation/rgb_valid.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:84aa3555e0521f7bdb5a14f14c5750e6e5abd609f78820fbe091a7ae617a693c
+size 1655
diff --git a/EgoHOS/shared-v1.1/data/train_1440x1080_000000/ego/annotation/segment/instances.jsonl b/EgoHOS/shared-v1.1/data/train_1440x1080_000000/ego/annotation/segment/instances.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..94ecf926c3bcbfde94fcd799ac34015363e7b2c4
--- /dev/null
+++ b/EgoHOS/shared-v1.1/data/train_1440x1080_000000/ego/annotation/segment/instances.jsonl
@@ -0,0 +1,128 @@
+{"frame_index": 0, "labels": [{"mask_value": 9, "category_id": "background", "entity_id": null, "part_id": null, "source_instance_id": null, "source_attributes": {"source_class_id": 0}}, {"mask_value": 1, "category_id": "left_hand", "entity_id": "hand_left", "part_id": null, "source_instance_id": null, "source_attributes": {"source_class_id": 1}}, {"mask_value": 2, "category_id": "right_hand", "entity_id": "hand_right", "part_id": null, "source_instance_id": null, "source_attributes": {"source_class_id": 2}}, {"mask_value": 3, "category_id": "first_order_left", "entity_id": null, "part_id": null, "source_instance_id": null, "source_attributes": {"source_class_id": 3}}, {"mask_value": 4, "category_id": "first_order_right", "entity_id": null, "part_id": null, "source_instance_id": null, "source_attributes": {"source_class_id": 4}}, {"mask_value": 5, "category_id": "first_order_both", "entity_id": null, "part_id": null, "source_instance_id": null, "source_attributes": {"source_class_id": 5}}, {"mask_value": 6, "category_id": "second_order_left", "entity_id": null, "part_id": null, "source_instance_id": null, "source_attributes": {"source_class_id": 6}}, {"mask_value": 7, "category_id": "second_order_right", "entity_id": null, "part_id": null, "source_instance_id": null, "source_attributes": {"source_class_id": 7}}, {"mask_value": 8, "category_id": "second_order_both", "entity_id": null, "part_id": null, "source_instance_id": null, "source_attributes": {"source_class_id": 8}}]}
+{"frame_index": 1, "labels": [{"mask_value": 9, "category_id": "background", "entity_id": null, "part_id": null, "source_instance_id": null, "source_attributes": {"source_class_id": 0}}, {"mask_value": 1, "category_id": "left_hand", "entity_id": "hand_left", "part_id": null, "source_instance_id": null, "source_attributes": {"source_class_id": 1}}, {"mask_value": 2, "category_id": "right_hand", "entity_id": "hand_right", "part_id": null, "source_instance_id": null, "source_attributes": {"source_class_id": 2}}, {"mask_value": 3, "category_id": "first_order_left", "entity_id": null, "part_id": null, "source_instance_id": null, "source_attributes": {"source_class_id": 3}}, {"mask_value": 4, "category_id": "first_order_right", "entity_id": null, "part_id": null, "source_instance_id": null, "source_attributes": {"source_class_id": 4}}, {"mask_value": 5, "category_id": "first_order_both", "entity_id": null, "part_id": null, "source_instance_id": null, "source_attributes": {"source_class_id": 5}}, {"mask_value": 6, "category_id": "second_order_left", "entity_id": null, "part_id": null, "source_instance_id": null, "source_attributes": {"source_class_id": 6}}, {"mask_value": 7, "category_id": "second_order_right", "entity_id": null, "part_id": null, "source_instance_id": null, "source_attributes": {"source_class_id": 7}}, {"mask_value": 8, "category_id": "second_order_both", "entity_id": null, "part_id": null, "source_instance_id": null, "source_attributes": {"source_class_id": 8}}]}
+{"frame_index": 2, "labels": [{"mask_value": 9, "category_id": "background", "entity_id": null, "part_id": null, "source_instance_id": null, "source_attributes": {"source_class_id": 0}}, {"mask_value": 1, "category_id": "left_hand", "entity_id": "hand_left", "part_id": null, "source_instance_id": null, "source_attributes": {"source_class_id": 1}}, {"mask_value": 2, "category_id": "right_hand", "entity_id": "hand_right", "part_id": null, "source_instance_id": null, "source_attributes": {"source_class_id": 2}}, {"mask_value": 3, "category_id": "first_order_left", "entity_id": null, "part_id": null, "source_instance_id": null, "source_attributes": {"source_class_id": 3}}, {"mask_value": 4, "category_id": "first_order_right", "entity_id": null, "part_id": null, "source_instance_id": null, "source_attributes": {"source_class_id": 4}}, {"mask_value": 5, "category_id": "first_order_both", "entity_id": null, "part_id": null, "source_instance_id": null, "source_attributes": {"source_class_id": 5}}, {"mask_value": 6, "category_id": "second_order_left", "entity_id": null, "part_id": null, "source_instance_id": null, "source_attributes": {"source_class_id": 6}}, {"mask_value": 7, "category_id": "second_order_right", "entity_id": null, "part_id": null, "source_instance_id": null, "source_attributes": {"source_class_id": 7}}, {"mask_value": 8, "category_id": "second_order_both", "entity_id": null, "part_id": null, "source_instance_id": null, "source_attributes": {"source_class_id": 8}}]}
+{"frame_index": 3, "labels": [{"mask_value": 9, "category_id": "background", "entity_id": null, "part_id": null, "source_instance_id": null, "source_attributes": {"source_class_id": 0}}, {"mask_value": 1, "category_id": "left_hand", "entity_id": "hand_left", "part_id": null, "source_instance_id": null, "source_attributes": {"source_class_id": 1}}, {"mask_value": 2, "category_id": "right_hand", "entity_id": "hand_right", "part_id": null, "source_instance_id": null, "source_attributes": {"source_class_id": 2}}, {"mask_value": 3, "category_id": "first_order_left", "entity_id": null, "part_id": null, "source_instance_id": null, "source_attributes": {"source_class_id": 3}}, {"mask_value": 4, "category_id": "first_order_right", "entity_id": null, "part_id": null, "source_instance_id": null, "source_attributes": {"source_class_id": 4}}, {"mask_value": 5, "category_id": "first_order_both", "entity_id": null, "part_id": null, "source_instance_id": null, "source_attributes": {"source_class_id": 5}}, {"mask_value": 6, "category_id": "second_order_left", "entity_id": null, "part_id": null, "source_instance_id": null, "source_attributes": {"source_class_id": 6}}, {"mask_value": 7, "category_id": "second_order_right", "entity_id": null, "part_id": null, "source_instance_id": null, "source_attributes": {"source_class_id": 7}}, {"mask_value": 8, "category_id": "second_order_both", "entity_id": null, "part_id": null, "source_instance_id": null, "source_attributes": {"source_class_id": 8}}]}
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diff --git a/EgoHOS/shared-v1.1/data/train_1440x1080_000000/ego/encoding_validation.json b/EgoHOS/shared-v1.1/data/train_1440x1080_000000/ego/encoding_validation.json
new file mode 100644
index 0000000000000000000000000000000000000000..7e79d9be6d6df020f10b0153495139a56d2a8ba5
--- /dev/null
+++ b/EgoHOS/shared-v1.1/data/train_1440x1080_000000/ego/encoding_validation.json
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+    "pixel_coverage": "ALL frames, count and order",
+    "random_access": "sequential decode from beginning"
+  },
+  "segment": {
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+          "a3c426ecbb5f434fadffda7d11ce232d759e2eb9ce5883c157671fcfb084de1b",
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+          "9de06ae6ddf1ce566f9902852340d230f80001d8291c5c65e25c51d3dffee740"
+        ],
+        "decode_verify_seconds": 1.1342950240004939,
+        "command": [
+          "ffmpeg",
+          "-hide_banner",
+          "-loglevel",
+          "error",
+          "-y",
+          "-f",
+          "rawvideo",
+          "-pixel_format",
+          "gray16le",
+          "-video_size",
+          "1440x1080",
+          "-framerate",
+          "1",
+          "-i",
+          "pipe:0",
+          "-an",
+          "-c:v",
+          "ffv1",
+          "-level",
+          "3",
+          "-pix_fmt",
+          "gray16le",
+          "outputs/EgoHOS-full/shared-v1.0/data/train_1440x1080_000000/ego/annotation/segment/mask.ffv1.mkv"
+        ]
+      }
+    ],
+    "failed_candidates": [],
+    "pixel_coverage": "ALL frames, count and order",
+    "random_access": "sequential decode from beginning"
+  }
+}
diff --git a/EgoHOS/shared-v1.1/data/train_1440x1080_000000/ego/metainfo.json b/EgoHOS/shared-v1.1/data/train_1440x1080_000000/ego/metainfo.json
new file mode 100644
index 0000000000000000000000000000000000000000..7c2364ec6cc26e9c50a76dcc261daf70674b0c3d
--- /dev/null
+++ b/EgoHOS/shared-v1.1/data/train_1440x1080_000000/ego/metainfo.json
@@ -0,0 +1,255 @@
+{
+  "schema_version": "hand-warehouse/1.0",
+  "dataset_id": "EgoHOS",
+  "release_id": "shared-v1.0",
+  "sequence_id": "train_1440x1080_000000",
+  "camera_id": "ego",
+  "sample_type": "image",
+  "num_frames": 128,
+  "hand_slots": [
+    "left",
+    "right"
+  ],
+  "view_type": "ego",
+  "split": "train",
+  "sampling": {
+    "type": "independent",
+    "source_fps": null,
+    "frames_ref": "camera/frames.jsonl",
+    "strategy": "full",
+    "seed": 20260928,
+    "timestamps": "unknown; no timestamps inferred from filenames or MKV PTS"
+  },
+  "camera": {
+    "model": "unknown",
+    "schema_id": null,
+    "image_size": [
+      1440,
+      1080
+    ]
+  },
+  "components": {
+    "rgb": {
+      "available": true,
+      "schema_id": "rgb/uint8/v1",
+      "data_ref": "observation/rgb.mkv",
+      "axes": [
+        "T",
+        "height",
+        "width",
+        "RGB"
+      ],
+      "valid_ref": "observation/rgb_valid.pt",
+      "valid_axes": [
+        "T"
+      ],
+      "provenance": {
+        "kind": "format_conversion",
+        "method": "exact source JPEG remux or exact RGB round-trip re-encoding"
+      },
+      "source_locator": {
+        "file": "camera/frames.jsonl",
+        "field": "source_locator",
+        "records": "all frame_index rows"
+      },
+      "storage": {
+        "profile": "mkv/mjpeg_copy/v1",
+        "codec": "mjpeg",
+        "pixel_format": "yuvj420p",
+        "encoded_size": [
+          1440,
+          1080
+        ],
+        "storage_fps": 1,
+        "timebase_role": "index_only",
+        "source_lossy": true,
+        "decoder": {
+          "name": "PyAV",
+          "version": "18.1.0",
+          "libraries": {
+            "libavutil": [
+              60,
+              26,
+              102
+            ],
+            "libavcodec": [
+              62,
+              28,
+              102
+            ],
+            "libavformat": [
+              62,
+              12,
+              102
+            ],
+            "libavdevice": [
+              62,
+              3,
+              102
+            ],
+            "libavfilter": [
+              11,
+              14,
+              102
+            ],
+            "libswscale": [
+              9,
+              5,
+              102
+            ],
+            "libswresample": [
+              6,
+              3,
+              102
+            ]
+          },
+          "output": "rgb24",
+          "rotation": "none",
+          "color_interpretation": "libswscale source metadata/defaults; identical source/target decoder",
+          "source_color_space": "unknown"
+        },
+        "encoder_parameters": {
+          "name": "copy",
+          "stream_copy": true,
+          "ffmpeg_version": "ffmpeg version 6.1.1-3ubuntu5 Copyright (c) 2000-2023 the FFmpeg developers",
+          "crf": null,
+          "gop": null
+        }
+      }
+    },
+    "segment": {
+      "available": true,
+      "schema_id": "segment/uint16_labels/v1",
+      "data_ref": "annotation/segment/mask.mkv",
+      "axes": [
+        "T",
+        "height",
+        "width"
+      ],
+      "valid_ref": "annotation/segment/mask_valid.pt",
+      "valid_axes": [
+        "T"
+      ],
+      "provenance": {
+        "kind": "format_conversion",
+        "method": "source 0 background -> 9; 1..8 unchanged; exact uint16 round-trip"
+      },
+      "source_locator": {
+        "file": "camera/frames.jsonl",
+        "field": "mask_source_locator"
+      },
+      "storage": {
+        "profile": "mkv/uint16_ffv1/v1",
+        "codec": "ffv1",
+        "pixel_format": "gray16le",
+        "encoded_size": [
+          1440,
+          1080
+        ],
+        "storage_fps": 1,
+        "timebase_role": "index_only",
+        "source_lossy": false,
+        "decoder": {
+          "name": "PyAV",
+          "version": "18.1.0",
+          "libraries": {
+            "libavutil": [
+              60,
+              26,
+              102
+            ],
+            "libavcodec": [
+              62,
+              28,
+              102
+            ],
+            "libavformat": [
+              62,
+              12,
+              102
+            ],
+            "libavdevice": [
+              62,
+              3,
+              102
+            ],
+            "libavfilter": [
+              11,
+              14,
+              102
+            ],
+            "libswscale": [
+              9,
+              5,
+              102
+            ],
+            "libswresample": [
+              6,
+              3,
+              102
+            ]
+          },
+          "output": "gray16le",
+          "rotation": "none",
+          "color_interpretation": "libswscale source metadata/defaults; identical source/target decoder",
+          "source_color_space": "unknown"
+        },
+        "encoder_parameters": {
+          "name": "ffv1",
+          "stream_copy": false,
+          "ffmpeg_version": "ffmpeg version 6.1.1-3ubuntu5 Copyright (c) 2000-2023 the FFmpeg developers",
+          "crf": null,
+          "gop": null
+        }
+      },
+      "segmentation_type": "semantic",
+      "mapping_ref": "annotation/segment/instances.jsonl",
+      "coverage": {
+        "kind": "partial",
+        "meaning": "hands and selected interacting object categories; background is source task background, not exhaustive object annotation"
+      },
+      "valid_policy": {
+        "rule": "paired source label exists, shape and integer categories verified; no additional official QA supplied",
+        "local_excluded_frame_indices": []
+      }
+    },
+    "depth": {
+      "available": false,
+      "reason": "not provided by selected source image release"
+    },
+    "mano": {
+      "available": false,
+      "reason": "not exported: model profile/flat-hand-mean/translation conversion not empirically verified"
+    },
+    "visibility": {
+      "available": false,
+      "reason": "no independent source visibility input; never inferred from valid"
+    },
+    "contact": {
+      "available": false,
+      "reason": "raw package lacks contact/; interaction-order categories are not per-entity contact labels"
+    },
+    "intrinsic": {
+      "available": false,
+      "reason": "source calibration absent"
+    },
+    "extrinsic": {
+      "available": false,
+      "reason": "source calibration absent"
+    },
+    "keypoints": {
+      "available": false,
+      "reason": "source keypoints absent"
+    },
+    "object": {
+      "available": false,
+      "reason": "semantic classes do not establish instance identity/mesh/pose"
+    }
+  },
+  "split_scheme": "EgoHOS-official-four-directories",
+  "split_source_locator": {
+    "file": "camera/frames.jsonl",
+    "field": "source_locator",
+    "records": "all frame_index rows"
+  }
+}
diff --git a/EgoHOS/shared-v1.1/data/train_1440x1080_000000/ego/observation/rgb.mkv b/EgoHOS/shared-v1.1/data/train_1440x1080_000000/ego/observation/rgb.mkv
new file mode 100644
index 0000000000000000000000000000000000000000..af5589f62778bd9cc2e458c0890772ab2f5e77a7
--- /dev/null
+++ b/EgoHOS/shared-v1.1/data/train_1440x1080_000000/ego/observation/rgb.mkv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5d758e3ce5ad89688b15a5597a88eaf256cb1fe9d883b19c289d3b82bae4f3e1
+size 24887072
diff --git a/EgoHOS/shared-v1.1/data/train_1440x1080_000000/ego/observation/rgb_valid.pt b/EgoHOS/shared-v1.1/data/train_1440x1080_000000/ego/observation/rgb_valid.pt
new file mode 100644
index 0000000000000000000000000000000000000000..38897b6a890a2cd9be31dd6ca9c6644f597e145b
--- /dev/null
+++ b/EgoHOS/shared-v1.1/data/train_1440x1080_000000/ego/observation/rgb_valid.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:aa7fff018778d52c47e0824b1887b4cbff83ea2cb8242afd95a4ea76ee36bca0
+size 1719
diff --git a/EgoHOS/shared-v1.1/data/train_1440x1080_000001/ego/annotation/segment/instances.jsonl b/EgoHOS/shared-v1.1/data/train_1440x1080_000001/ego/annotation/segment/instances.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..94ecf926c3bcbfde94fcd799ac34015363e7b2c4
--- /dev/null
+++ b/EgoHOS/shared-v1.1/data/train_1440x1080_000001/ego/annotation/segment/instances.jsonl
@@ -0,0 +1,128 @@
+{"frame_index": 0, "labels": [{"mask_value": 9, "category_id": "background", "entity_id": null, "part_id": null, "source_instance_id": null, "source_attributes": {"source_class_id": 0}}, {"mask_value": 1, "category_id": "left_hand", "entity_id": "hand_left", "part_id": null, "source_instance_id": null, "source_attributes": {"source_class_id": 1}}, {"mask_value": 2, "category_id": "right_hand", "entity_id": "hand_right", "part_id": null, "source_instance_id": null, "source_attributes": {"source_class_id": 2}}, {"mask_value": 3, "category_id": "first_order_left", "entity_id": null, "part_id": null, "source_instance_id": null, "source_attributes": {"source_class_id": 3}}, {"mask_value": 4, "category_id": "first_order_right", "entity_id": null, "part_id": null, "source_instance_id": null, "source_attributes": {"source_class_id": 4}}, {"mask_value": 5, "category_id": "first_order_both", "entity_id": null, "part_id": null, "source_instance_id": null, "source_attributes": {"source_class_id": 5}}, {"mask_value": 6, "category_id": "second_order_left", "entity_id": null, "part_id": null, "source_instance_id": null, "source_attributes": {"source_class_id": 6}}, {"mask_value": 7, "category_id": "second_order_right", "entity_id": null, "part_id": null, "source_instance_id": null, "source_attributes": {"source_class_id": 7}}, {"mask_value": 8, "category_id": "second_order_both", "entity_id": null, "part_id": null, "source_instance_id": null, "source_attributes": {"source_class_id": 8}}]}
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diff --git a/EgoHOS/shared-v1.1/data/train_1440x1080_000001/ego/encoding_validation.json b/EgoHOS/shared-v1.1/data/train_1440x1080_000001/ego/encoding_validation.json
new file mode 100644
index 0000000000000000000000000000000000000000..71617367b7cb199a569477e0607c5d2b4901aa27
--- /dev/null
+++ b/EgoHOS/shared-v1.1/data/train_1440x1080_000001/ego/encoding_validation.json
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+    "random_access": "sequential decode from beginning"
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+  "segment": {
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+          "d77cf97dbc8cbc349b4212ae0708000fb728cec67dd3484b42fde7f4d9c4b66d",
+          "af42df1e45440b5681c5db1c75b2cf4a6a9e49ecc2888860354f726584f90015",
+          "e48206cb7f3146f743556656ffd0ddbb36d38062dfb8097856bca22a9f8bcf45",
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+          "158f5aa16b024456862d84cae4d5aa772eb59a9e49df9f73462c14a362e58b78"
+        ],
+        "decode_verify_seconds": 1.1338197770000988,
+        "command": [
+          "ffmpeg",
+          "-hide_banner",
+          "-loglevel",
+          "error",
+          "-y",
+          "-f",
+          "rawvideo",
+          "-pixel_format",
+          "gray16le",
+          "-video_size",
+          "1440x1080",
+          "-framerate",
+          "1",
+          "-i",
+          "pipe:0",
+          "-an",
+          "-c:v",
+          "ffv1",
+          "-level",
+          "3",
+          "-pix_fmt",
+          "gray16le",
+          "outputs/EgoHOS-full/shared-v1.0/data/train_1440x1080_000001/ego/annotation/segment/mask.ffv1.mkv"
+        ]
+      }
+    ],
+    "failed_candidates": [],
+    "pixel_coverage": "ALL frames, count and order",
+    "random_access": "sequential decode from beginning"
+  }
+}
diff --git a/EgoHOS/shared-v1.1/data/train_1440x1080_000001/ego/metainfo.json b/EgoHOS/shared-v1.1/data/train_1440x1080_000001/ego/metainfo.json
new file mode 100644
index 0000000000000000000000000000000000000000..409b22f7865e878f91b5817fac2a94561938f0a9
--- /dev/null
+++ b/EgoHOS/shared-v1.1/data/train_1440x1080_000001/ego/metainfo.json
@@ -0,0 +1,255 @@
+{
+  "schema_version": "hand-warehouse/1.0",
+  "dataset_id": "EgoHOS",
+  "release_id": "shared-v1.0",
+  "sequence_id": "train_1440x1080_000001",
+  "camera_id": "ego",
+  "sample_type": "image",
+  "num_frames": 128,
+  "hand_slots": [
+    "left",
+    "right"
+  ],
+  "view_type": "ego",
+  "split": "train",
+  "sampling": {
+    "type": "independent",
+    "source_fps": null,
+    "frames_ref": "camera/frames.jsonl",
+    "strategy": "full",
+    "seed": 20260928,
+    "timestamps": "unknown; no timestamps inferred from filenames or MKV PTS"
+  },
+  "camera": {
+    "model": "unknown",
+    "schema_id": null,
+    "image_size": [
+      1440,
+      1080
+    ]
+  },
+  "components": {
+    "rgb": {
+      "available": true,
+      "schema_id": "rgb/uint8/v1",
+      "data_ref": "observation/rgb.mkv",
+      "axes": [
+        "T",
+        "height",
+        "width",
+        "RGB"
+      ],
+      "valid_ref": "observation/rgb_valid.pt",
+      "valid_axes": [
+        "T"
+      ],
+      "provenance": {
+        "kind": "format_conversion",
+        "method": "exact source JPEG remux or exact RGB round-trip re-encoding"
+      },
+      "source_locator": {
+        "file": "camera/frames.jsonl",
+        "field": "source_locator",
+        "records": "all frame_index rows"
+      },
+      "storage": {
+        "profile": "mkv/mjpeg_copy/v1",
+        "codec": "mjpeg",
+        "pixel_format": "yuvj420p",
+        "encoded_size": [
+          1440,
+          1080
+        ],
+        "storage_fps": 1,
+        "timebase_role": "index_only",
+        "source_lossy": true,
+        "decoder": {
+          "name": "PyAV",
+          "version": "18.1.0",
+          "libraries": {
+            "libavutil": [
+              60,
+              26,
+              102
+            ],
+            "libavcodec": [
+              62,
+              28,
+              102
+            ],
+            "libavformat": [
+              62,
+              12,
+              102
+            ],
+            "libavdevice": [
+              62,
+              3,
+              102
+            ],
+            "libavfilter": [
+              11,
+              14,
+              102
+            ],
+            "libswscale": [
+              9,
+              5,
+              102
+            ],
+            "libswresample": [
+              6,
+              3,
+              102
+            ]
+          },
+          "output": "rgb24",
+          "rotation": "none",
+          "color_interpretation": "libswscale source metadata/defaults; identical source/target decoder",
+          "source_color_space": "unknown"
+        },
+        "encoder_parameters": {
+          "name": "copy",
+          "stream_copy": true,
+          "ffmpeg_version": "ffmpeg version 6.1.1-3ubuntu5 Copyright (c) 2000-2023 the FFmpeg developers",
+          "crf": null,
+          "gop": null
+        }
+      }
+    },
+    "segment": {
+      "available": true,
+      "schema_id": "segment/uint16_labels/v1",
+      "data_ref": "annotation/segment/mask.mkv",
+      "axes": [
+        "T",
+        "height",
+        "width"
+      ],
+      "valid_ref": "annotation/segment/mask_valid.pt",
+      "valid_axes": [
+        "T"
+      ],
+      "provenance": {
+        "kind": "format_conversion",
+        "method": "source 0 background -> 9; 1..8 unchanged; exact uint16 round-trip"
+      },
+      "source_locator": {
+        "file": "camera/frames.jsonl",
+        "field": "mask_source_locator"
+      },
+      "storage": {
+        "profile": "mkv/uint16_ffv1/v1",
+        "codec": "ffv1",
+        "pixel_format": "gray16le",
+        "encoded_size": [
+          1440,
+          1080
+        ],
+        "storage_fps": 1,
+        "timebase_role": "index_only",
+        "source_lossy": false,
+        "decoder": {
+          "name": "PyAV",
+          "version": "18.1.0",
+          "libraries": {
+            "libavutil": [
+              60,
+              26,
+              102
+            ],
+            "libavcodec": [
+              62,
+              28,
+              102
+            ],
+            "libavformat": [
+              62,
+              12,
+              102
+            ],
+            "libavdevice": [
+              62,
+              3,
+              102
+            ],
+            "libavfilter": [
+              11,
+              14,
+              102
+            ],
+            "libswscale": [
+              9,
+              5,
+              102
+            ],
+            "libswresample": [
+              6,
+              3,
+              102
+            ]
+          },
+          "output": "gray16le",
+          "rotation": "none",
+          "color_interpretation": "libswscale source metadata/defaults; identical source/target decoder",
+          "source_color_space": "unknown"
+        },
+        "encoder_parameters": {
+          "name": "ffv1",
+          "stream_copy": false,
+          "ffmpeg_version": "ffmpeg version 6.1.1-3ubuntu5 Copyright (c) 2000-2023 the FFmpeg developers",
+          "crf": null,
+          "gop": null
+        }
+      },
+      "segmentation_type": "semantic",
+      "mapping_ref": "annotation/segment/instances.jsonl",
+      "coverage": {
+        "kind": "partial",
+        "meaning": "hands and selected interacting object categories; background is source task background, not exhaustive object annotation"
+      },
+      "valid_policy": {
+        "rule": "paired source label exists, shape and integer categories verified; no additional official QA supplied",
+        "local_excluded_frame_indices": []
+      }
+    },
+    "depth": {
+      "available": false,
+      "reason": "not provided by selected source image release"
+    },
+    "mano": {
+      "available": false,
+      "reason": "not exported: model profile/flat-hand-mean/translation conversion not empirically verified"
+    },
+    "visibility": {
+      "available": false,
+      "reason": "no independent source visibility input; never inferred from valid"
+    },
+    "contact": {
+      "available": false,
+      "reason": "raw package lacks contact/; interaction-order categories are not per-entity contact labels"
+    },
+    "intrinsic": {
+      "available": false,
+      "reason": "source calibration absent"
+    },
+    "extrinsic": {
+      "available": false,
+      "reason": "source calibration absent"
+    },
+    "keypoints": {
+      "available": false,
+      "reason": "source keypoints absent"
+    },
+    "object": {
+      "available": false,
+      "reason": "semantic classes do not establish instance identity/mesh/pose"
+    }
+  },
+  "split_scheme": "EgoHOS-official-four-directories",
+  "split_source_locator": {
+    "file": "camera/frames.jsonl",
+    "field": "source_locator",
+    "records": "all frame_index rows"
+  }
+}
diff --git a/EgoHOS/shared-v1.1/data/train_1440x1080_000001/ego/observation/rgb.mkv b/EgoHOS/shared-v1.1/data/train_1440x1080_000001/ego/observation/rgb.mkv
new file mode 100644
index 0000000000000000000000000000000000000000..aaeb6d61893c10c4c18fe507d8c6d7bbb6bcd6a2
--- /dev/null
+++ b/EgoHOS/shared-v1.1/data/train_1440x1080_000001/ego/observation/rgb.mkv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2ac46017ad1dd77e3eb05ad7e83ba59c77c4a9e70746df36598f60c7dfe14346
+size 20295596
diff --git a/EgoHOS/shared-v1.1/data/train_1440x1080_000001/ego/observation/rgb_valid.pt b/EgoHOS/shared-v1.1/data/train_1440x1080_000001/ego/observation/rgb_valid.pt
new file mode 100644
index 0000000000000000000000000000000000000000..38897b6a890a2cd9be31dd6ca9c6644f597e145b
--- /dev/null
+++ b/EgoHOS/shared-v1.1/data/train_1440x1080_000001/ego/observation/rgb_valid.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:aa7fff018778d52c47e0824b1887b4cbff83ea2cb8242afd95a4ea76ee36bca0
+size 1719
diff --git a/EgoHOS/shared-v1.1/data/train_1440x1080_000002/ego/annotation/segment/instances.jsonl b/EgoHOS/shared-v1.1/data/train_1440x1080_000002/ego/annotation/segment/instances.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..94ecf926c3bcbfde94fcd799ac34015363e7b2c4
--- /dev/null
+++ b/EgoHOS/shared-v1.1/data/train_1440x1080_000002/ego/annotation/segment/instances.jsonl
@@ -0,0 +1,128 @@
+{"frame_index": 0, "labels": [{"mask_value": 9, "category_id": "background", "entity_id": null, "part_id": null, "source_instance_id": null, "source_attributes": {"source_class_id": 0}}, {"mask_value": 1, "category_id": "left_hand", "entity_id": "hand_left", "part_id": null, "source_instance_id": null, "source_attributes": {"source_class_id": 1}}, {"mask_value": 2, "category_id": "right_hand", "entity_id": "hand_right", "part_id": null, "source_instance_id": null, "source_attributes": {"source_class_id": 2}}, {"mask_value": 3, "category_id": "first_order_left", "entity_id": null, "part_id": null, "source_instance_id": null, "source_attributes": {"source_class_id": 3}}, {"mask_value": 4, "category_id": "first_order_right", "entity_id": null, "part_id": null, "source_instance_id": null, "source_attributes": {"source_class_id": 4}}, {"mask_value": 5, "category_id": "first_order_both", "entity_id": null, "part_id": null, "source_instance_id": null, "source_attributes": {"source_class_id": 5}}, {"mask_value": 6, "category_id": "second_order_left", "entity_id": null, "part_id": null, "source_instance_id": null, "source_attributes": {"source_class_id": 6}}, {"mask_value": 7, "category_id": "second_order_right", "entity_id": null, "part_id": null, "source_instance_id": null, "source_attributes": {"source_class_id": 7}}, {"mask_value": 8, "category_id": "second_order_both", "entity_id": null, "part_id": null, "source_instance_id": null, "source_attributes": {"source_class_id": 8}}]}
+{"frame_index": 1, "labels": [{"mask_value": 9, "category_id": "background", "entity_id": null, "part_id": null, "source_instance_id": null, "source_attributes": {"source_class_id": 0}}, {"mask_value": 1, "category_id": "left_hand", "entity_id": "hand_left", "part_id": null, "source_instance_id": null, "source_attributes": {"source_class_id": 1}}, {"mask_value": 2, "category_id": "right_hand", "entity_id": "hand_right", "part_id": null, "source_instance_id": null, "source_attributes": {"source_class_id": 2}}, {"mask_value": 3, "category_id": "first_order_left", "entity_id": null, "part_id": null, "source_instance_id": null, "source_attributes": {"source_class_id": 3}}, {"mask_value": 4, "category_id": "first_order_right", "entity_id": null, "part_id": null, "source_instance_id": null, "source_attributes": {"source_class_id": 4}}, {"mask_value": 5, "category_id": "first_order_both", "entity_id": null, "part_id": null, "source_instance_id": null, "source_attributes": {"source_class_id": 5}}, {"mask_value": 6, "category_id": "second_order_left", "entity_id": null, "part_id": null, "source_instance_id": null, "source_attributes": {"source_class_id": 6}}, {"mask_value": 7, "category_id": "second_order_right", "entity_id": null, "part_id": null, "source_instance_id": null, "source_attributes": {"source_class_id": 7}}, {"mask_value": 8, "category_id": "second_order_both", "entity_id": null, "part_id": null, "source_instance_id": null, "source_attributes": {"source_class_id": 8}}]}
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+{"frame_index": 3, "labels": [{"mask_value": 9, "category_id": "background", "entity_id": null, "part_id": null, "source_instance_id": null, "source_attributes": {"source_class_id": 0}}, {"mask_value": 1, "category_id": "left_hand", "entity_id": "hand_left", "part_id": null, "source_instance_id": null, "source_attributes": {"source_class_id": 1}}, {"mask_value": 2, "category_id": "right_hand", "entity_id": "hand_right", "part_id": null, "source_instance_id": null, "source_attributes": {"source_class_id": 2}}, {"mask_value": 3, "category_id": "first_order_left", "entity_id": null, "part_id": null, "source_instance_id": null, "source_attributes": {"source_class_id": 3}}, {"mask_value": 4, "category_id": "first_order_right", "entity_id": null, "part_id": null, "source_instance_id": null, "source_attributes": {"source_class_id": 4}}, {"mask_value": 5, "category_id": "first_order_both", "entity_id": null, "part_id": null, "source_instance_id": null, "source_attributes": {"source_class_id": 5}}, {"mask_value": 6, "category_id": "second_order_left", "entity_id": null, "part_id": null, "source_instance_id": null, "source_attributes": {"source_class_id": 6}}, {"mask_value": 7, "category_id": "second_order_right", "entity_id": null, "part_id": null, "source_instance_id": null, "source_attributes": {"source_class_id": 7}}, {"mask_value": 8, "category_id": "second_order_both", "entity_id": null, "part_id": null, "source_instance_id": null, "source_attributes": {"source_class_id": 8}}]}
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diff --git a/EgoHOS/shared-v1.1/data/train_1440x1080_000002/ego/encoding_validation.json b/EgoHOS/shared-v1.1/data/train_1440x1080_000002/ego/encoding_validation.json
new file mode 100644
index 0000000000000000000000000000000000000000..e15cbb3c09880700c965c9b2c371e141e33f3a45
--- /dev/null
+++ b/EgoHOS/shared-v1.1/data/train_1440x1080_000002/ego/encoding_validation.json
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+    "failed_candidates": [],
+    "pixel_coverage": "ALL frames, count and order",
+    "random_access": "sequential decode from beginning"
+  },
+  "segment": {
+    "selected": "ffv1",
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+        ],
+        "decode_verify_seconds": 1.152099048999844,
+        "command": [
+          "ffmpeg",
+          "-hide_banner",
+          "-loglevel",
+          "error",
+          "-y",
+          "-f",
+          "rawvideo",
+          "-pixel_format",
+          "gray16le",
+          "-video_size",
+          "1440x1080",
+          "-framerate",
+          "1",
+          "-i",
+          "pipe:0",
+          "-an",
+          "-c:v",
+          "ffv1",
+          "-level",
+          "3",
+          "-pix_fmt",
+          "gray16le",
+          "outputs/EgoHOS-full/shared-v1.0/data/train_1440x1080_000002/ego/annotation/segment/mask.ffv1.mkv"
+        ]
+      }
+    ],
+    "failed_candidates": [],
+    "pixel_coverage": "ALL frames, count and order",
+    "random_access": "sequential decode from beginning"
+  }
+}
diff --git a/EgoHOS/shared-v1.1/data/train_1440x1080_000002/ego/metainfo.json b/EgoHOS/shared-v1.1/data/train_1440x1080_000002/ego/metainfo.json
new file mode 100644
index 0000000000000000000000000000000000000000..0bb96b6adb167f0759f1510f52a2289fbcd6a2fe
--- /dev/null
+++ b/EgoHOS/shared-v1.1/data/train_1440x1080_000002/ego/metainfo.json
@@ -0,0 +1,255 @@
+{
+  "schema_version": "hand-warehouse/1.0",
+  "dataset_id": "EgoHOS",
+  "release_id": "shared-v1.0",
+  "sequence_id": "train_1440x1080_000002",
+  "camera_id": "ego",
+  "sample_type": "image",
+  "num_frames": 128,
+  "hand_slots": [
+    "left",
+    "right"
+  ],
+  "view_type": "ego",
+  "split": "train",
+  "sampling": {
+    "type": "independent",
+    "source_fps": null,
+    "frames_ref": "camera/frames.jsonl",
+    "strategy": "full",
+    "seed": 20260928,
+    "timestamps": "unknown; no timestamps inferred from filenames or MKV PTS"
+  },
+  "camera": {
+    "model": "unknown",
+    "schema_id": null,
+    "image_size": [
+      1440,
+      1080
+    ]
+  },
+  "components": {
+    "rgb": {
+      "available": true,
+      "schema_id": "rgb/uint8/v1",
+      "data_ref": "observation/rgb.mkv",
+      "axes": [
+        "T",
+        "height",
+        "width",
+        "RGB"
+      ],
+      "valid_ref": "observation/rgb_valid.pt",
+      "valid_axes": [
+        "T"
+      ],
+      "provenance": {
+        "kind": "format_conversion",
+        "method": "exact source JPEG remux or exact RGB round-trip re-encoding"
+      },
+      "source_locator": {
+        "file": "camera/frames.jsonl",
+        "field": "source_locator",
+        "records": "all frame_index rows"
+      },
+      "storage": {
+        "profile": "mkv/mjpeg_copy/v1",
+        "codec": "mjpeg",
+        "pixel_format": "yuvj420p",
+        "encoded_size": [
+          1440,
+          1080
+        ],
+        "storage_fps": 1,
+        "timebase_role": "index_only",
+        "source_lossy": true,
+        "decoder": {
+          "name": "PyAV",
+          "version": "18.1.0",
+          "libraries": {
+            "libavutil": [
+              60,
+              26,
+              102
+            ],
+            "libavcodec": [
+              62,
+              28,
+              102
+            ],
+            "libavformat": [
+              62,
+              12,
+              102
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+            "libavdevice": [
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+              3,
+              102
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+            "libavfilter": [
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+              14,
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+            "libswscale": [
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+              5,
+              102
+            ],
+            "libswresample": [
+              6,
+              3,
+              102
+            ]
+          },
+          "output": "rgb24",
+          "rotation": "none",
+          "color_interpretation": "libswscale source metadata/defaults; identical source/target decoder",
+          "source_color_space": "unknown"
+        },
+        "encoder_parameters": {
+          "name": "copy",
+          "stream_copy": true,
+          "ffmpeg_version": "ffmpeg version 6.1.1-3ubuntu5 Copyright (c) 2000-2023 the FFmpeg developers",
+          "crf": null,
+          "gop": null
+        }
+      }
+    },
+    "segment": {
+      "available": true,
+      "schema_id": "segment/uint16_labels/v1",
+      "data_ref": "annotation/segment/mask.mkv",
+      "axes": [
+        "T",
+        "height",
+        "width"
+      ],
+      "valid_ref": "annotation/segment/mask_valid.pt",
+      "valid_axes": [
+        "T"
+      ],
+      "provenance": {
+        "kind": "format_conversion",
+        "method": "source 0 background -> 9; 1..8 unchanged; exact uint16 round-trip"
+      },
+      "source_locator": {
+        "file": "camera/frames.jsonl",
+        "field": "mask_source_locator"
+      },
+      "storage": {
+        "profile": "mkv/uint16_ffv1/v1",
+        "codec": "ffv1",
+        "pixel_format": "gray16le",
+        "encoded_size": [
+          1440,
+          1080
+        ],
+        "storage_fps": 1,
+        "timebase_role": "index_only",
+        "source_lossy": false,
+        "decoder": {
+          "name": "PyAV",
+          "version": "18.1.0",
+          "libraries": {
+            "libavutil": [
+              60,
+              26,
+              102
+            ],
+            "libavcodec": [
+              62,
+              28,
+              102
+            ],
+            "libavformat": [
+              62,
+              12,
+              102
+            ],
+            "libavdevice": [
+              62,
+              3,
+              102
+            ],
+            "libavfilter": [
+              11,
+              14,
+              102
+            ],
+            "libswscale": [
+              9,
+              5,
+              102
+            ],
+            "libswresample": [
+              6,
+              3,
+              102
+            ]
+          },
+          "output": "gray16le",
+          "rotation": "none",
+          "color_interpretation": "libswscale source metadata/defaults; identical source/target decoder",
+          "source_color_space": "unknown"
+        },
+        "encoder_parameters": {
+          "name": "ffv1",
+          "stream_copy": false,
+          "ffmpeg_version": "ffmpeg version 6.1.1-3ubuntu5 Copyright (c) 2000-2023 the FFmpeg developers",
+          "crf": null,
+          "gop": null
+        }
+      },
+      "segmentation_type": "semantic",
+      "mapping_ref": "annotation/segment/instances.jsonl",
+      "coverage": {
+        "kind": "partial",
+        "meaning": "hands and selected interacting object categories; background is source task background, not exhaustive object annotation"
+      },
+      "valid_policy": {
+        "rule": "paired source label exists, shape and integer categories verified; no additional official QA supplied",
+        "local_excluded_frame_indices": []
+      }
+    },
+    "depth": {
+      "available": false,
+      "reason": "not provided by selected source image release"
+    },
+    "mano": {
+      "available": false,
+      "reason": "not exported: model profile/flat-hand-mean/translation conversion not empirically verified"
+    },
+    "visibility": {
+      "available": false,
+      "reason": "no independent source visibility input; never inferred from valid"
+    },
+    "contact": {
+      "available": false,
+      "reason": "raw package lacks contact/; interaction-order categories are not per-entity contact labels"
+    },
+    "intrinsic": {
+      "available": false,
+      "reason": "source calibration absent"
+    },
+    "extrinsic": {
+      "available": false,
+      "reason": "source calibration absent"
+    },
+    "keypoints": {
+      "available": false,
+      "reason": "source keypoints absent"
+    },
+    "object": {
+      "available": false,
+      "reason": "semantic classes do not establish instance identity/mesh/pose"
+    }
+  },
+  "split_scheme": "EgoHOS-official-four-directories",
+  "split_source_locator": {
+    "file": "camera/frames.jsonl",
+    "field": "source_locator",
+    "records": "all frame_index rows"
+  }
+}
diff --git a/EgoHOS/shared-v1.1/data/train_1440x1080_000002/ego/observation/rgb.mkv b/EgoHOS/shared-v1.1/data/train_1440x1080_000002/ego/observation/rgb.mkv
new file mode 100644
index 0000000000000000000000000000000000000000..79e05361f427a359cbe51099d2391d80ec80ccff
--- /dev/null
+++ b/EgoHOS/shared-v1.1/data/train_1440x1080_000002/ego/observation/rgb.mkv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8e4795d770ace5dda01e22b54145d79d75df0f2100d9d658724ea3d5204af323
+size 21647562
diff --git a/EgoHOS/shared-v1.1/data/train_1440x1080_000002/ego/observation/rgb_valid.pt b/EgoHOS/shared-v1.1/data/train_1440x1080_000002/ego/observation/rgb_valid.pt
new file mode 100644
index 0000000000000000000000000000000000000000..38897b6a890a2cd9be31dd6ca9c6644f597e145b
--- /dev/null
+++ b/EgoHOS/shared-v1.1/data/train_1440x1080_000002/ego/observation/rgb_valid.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:aa7fff018778d52c47e0824b1887b4cbff83ea2cb8242afd95a4ea76ee36bca0
+size 1719
diff --git a/EgoHOS/shared-v1.1/data/train_1440x1080_000003/ego/annotation/segment/instances.jsonl b/EgoHOS/shared-v1.1/data/train_1440x1080_000003/ego/annotation/segment/instances.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..94ecf926c3bcbfde94fcd799ac34015363e7b2c4
--- /dev/null
+++ b/EgoHOS/shared-v1.1/data/train_1440x1080_000003/ego/annotation/segment/instances.jsonl
@@ -0,0 +1,128 @@
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diff --git a/EgoHOS/shared-v1.1/data/train_1440x1080_000003/ego/encoding_validation.json b/EgoHOS/shared-v1.1/data/train_1440x1080_000003/ego/encoding_validation.json
new file mode 100644
index 0000000000000000000000000000000000000000..5952dcfebe022aed96f17d19d7e6c974b6c068e4
--- /dev/null
+++ b/EgoHOS/shared-v1.1/data/train_1440x1080_000003/ego/encoding_validation.json
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+        ]
+      }
+    ],
+    "failed_candidates": [],
+    "pixel_coverage": "ALL frames, count and order",
+    "random_access": "sequential decode from beginning"
+  },
+  "segment": {
+    "selected": "ffv1",
+    "candidates": [
+      {
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+        ],
+        "decode_verify_seconds": 1.153172571000141,
+        "command": [
+          "ffmpeg",
+          "-hide_banner",
+          "-loglevel",
+          "error",
+          "-y",
+          "-f",
+          "rawvideo",
+          "-pixel_format",
+          "gray16le",
+          "-video_size",
+          "1440x1080",
+          "-framerate",
+          "1",
+          "-i",
+          "pipe:0",
+          "-an",
+          "-c:v",
+          "ffv1",
+          "-level",
+          "3",
+          "-pix_fmt",
+          "gray16le",
+          "outputs/EgoHOS-full/shared-v1.0/data/train_1440x1080_000003/ego/annotation/segment/mask.ffv1.mkv"
+        ]
+      }
+    ],
+    "failed_candidates": [],
+    "pixel_coverage": "ALL frames, count and order",
+    "random_access": "sequential decode from beginning"
+  }
+}
diff --git a/EgoHOS/shared-v1.1/data/train_1440x1080_000003/ego/metainfo.json b/EgoHOS/shared-v1.1/data/train_1440x1080_000003/ego/metainfo.json
new file mode 100644
index 0000000000000000000000000000000000000000..8086179c36b74e0a9fba7d32e1e156c6806cfff2
--- /dev/null
+++ b/EgoHOS/shared-v1.1/data/train_1440x1080_000003/ego/metainfo.json
@@ -0,0 +1,255 @@
+{
+  "schema_version": "hand-warehouse/1.0",
+  "dataset_id": "EgoHOS",
+  "release_id": "shared-v1.0",
+  "sequence_id": "train_1440x1080_000003",
+  "camera_id": "ego",
+  "sample_type": "image",
+  "num_frames": 128,
+  "hand_slots": [
+    "left",
+    "right"
+  ],
+  "view_type": "ego",
+  "split": "train",
+  "sampling": {
+    "type": "independent",
+    "source_fps": null,
+    "frames_ref": "camera/frames.jsonl",
+    "strategy": "full",
+    "seed": 20260928,
+    "timestamps": "unknown; no timestamps inferred from filenames or MKV PTS"
+  },
+  "camera": {
+    "model": "unknown",
+    "schema_id": null,
+    "image_size": [
+      1440,
+      1080
+    ]
+  },
+  "components": {
+    "rgb": {
+      "available": true,
+      "schema_id": "rgb/uint8/v1",
+      "data_ref": "observation/rgb.mkv",
+      "axes": [
+        "T",
+        "height",
+        "width",
+        "RGB"
+      ],
+      "valid_ref": "observation/rgb_valid.pt",
+      "valid_axes": [
+        "T"
+      ],
+      "provenance": {
+        "kind": "format_conversion",
+        "method": "exact source JPEG remux or exact RGB round-trip re-encoding"
+      },
+      "source_locator": {
+        "file": "camera/frames.jsonl",
+        "field": "source_locator",
+        "records": "all frame_index rows"
+      },
+      "storage": {
+        "profile": "mkv/mjpeg_copy/v1",
+        "codec": "mjpeg",
+        "pixel_format": "yuvj420p",
+        "encoded_size": [
+          1440,
+          1080
+        ],
+        "storage_fps": 1,
+        "timebase_role": "index_only",
+        "source_lossy": true,
+        "decoder": {
+          "name": "PyAV",
+          "version": "18.1.0",
+          "libraries": {
+            "libavutil": [
+              60,
+              26,
+              102
+            ],
+            "libavcodec": [
+              62,
+              28,
+              102
+            ],
+            "libavformat": [
+              62,
+              12,
+              102
+            ],
+            "libavdevice": [
+              62,
+              3,
+              102
+            ],
+            "libavfilter": [
+              11,
+              14,
+              102
+            ],
+            "libswscale": [
+              9,
+              5,
+              102
+            ],
+            "libswresample": [
+              6,
+              3,
+              102
+            ]
+          },
+          "output": "rgb24",
+          "rotation": "none",
+          "color_interpretation": "libswscale source metadata/defaults; identical source/target decoder",
+          "source_color_space": "unknown"
+        },
+        "encoder_parameters": {
+          "name": "copy",
+          "stream_copy": true,
+          "ffmpeg_version": "ffmpeg version 6.1.1-3ubuntu5 Copyright (c) 2000-2023 the FFmpeg developers",
+          "crf": null,
+          "gop": null
+        }
+      }
+    },
+    "segment": {
+      "available": true,
+      "schema_id": "segment/uint16_labels/v1",
+      "data_ref": "annotation/segment/mask.mkv",
+      "axes": [
+        "T",
+        "height",
+        "width"
+      ],
+      "valid_ref": "annotation/segment/mask_valid.pt",
+      "valid_axes": [
+        "T"
+      ],
+      "provenance": {
+        "kind": "format_conversion",
+        "method": "source 0 background -> 9; 1..8 unchanged; exact uint16 round-trip"
+      },
+      "source_locator": {
+        "file": "camera/frames.jsonl",
+        "field": "mask_source_locator"
+      },
+      "storage": {
+        "profile": "mkv/uint16_ffv1/v1",
+        "codec": "ffv1",
+        "pixel_format": "gray16le",
+        "encoded_size": [
+          1440,
+          1080
+        ],
+        "storage_fps": 1,
+        "timebase_role": "index_only",
+        "source_lossy": false,
+        "decoder": {
+          "name": "PyAV",
+          "version": "18.1.0",
+          "libraries": {
+            "libavutil": [
+              60,
+              26,
+              102
+            ],
+            "libavcodec": [
+              62,
+              28,
+              102
+            ],
+            "libavformat": [
+              62,
+              12,
+              102
+            ],
+            "libavdevice": [
+              62,
+              3,
+              102
+            ],
+            "libavfilter": [
+              11,
+              14,
+              102
+            ],
+            "libswscale": [
+              9,
+              5,
+              102
+            ],
+            "libswresample": [
+              6,
+              3,
+              102
+            ]
+          },
+          "output": "gray16le",
+          "rotation": "none",
+          "color_interpretation": "libswscale source metadata/defaults; identical source/target decoder",
+          "source_color_space": "unknown"
+        },
+        "encoder_parameters": {
+          "name": "ffv1",
+          "stream_copy": false,
+          "ffmpeg_version": "ffmpeg version 6.1.1-3ubuntu5 Copyright (c) 2000-2023 the FFmpeg developers",
+          "crf": null,
+          "gop": null
+        }
+      },
+      "segmentation_type": "semantic",
+      "mapping_ref": "annotation/segment/instances.jsonl",
+      "coverage": {
+        "kind": "partial",
+        "meaning": "hands and selected interacting object categories; background is source task background, not exhaustive object annotation"
+      },
+      "valid_policy": {
+        "rule": "paired source label exists, shape and integer categories verified; no additional official QA supplied",
+        "local_excluded_frame_indices": []
+      }
+    },
+    "depth": {
+      "available": false,
+      "reason": "not provided by selected source image release"
+    },
+    "mano": {
+      "available": false,
+      "reason": "not exported: model profile/flat-hand-mean/translation conversion not empirically verified"
+    },
+    "visibility": {
+      "available": false,
+      "reason": "no independent source visibility input; never inferred from valid"
+    },
+    "contact": {
+      "available": false,
+      "reason": "raw package lacks contact/; interaction-order categories are not per-entity contact labels"
+    },
+    "intrinsic": {
+      "available": false,
+      "reason": "source calibration absent"
+    },
+    "extrinsic": {
+      "available": false,
+      "reason": "source calibration absent"
+    },
+    "keypoints": {
+      "available": false,
+      "reason": "source keypoints absent"
+    },
+    "object": {
+      "available": false,
+      "reason": "semantic classes do not establish instance identity/mesh/pose"
+    }
+  },
+  "split_scheme": "EgoHOS-official-four-directories",
+  "split_source_locator": {
+    "file": "camera/frames.jsonl",
+    "field": "source_locator",
+    "records": "all frame_index rows"
+  }
+}
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diff --git a/EgoHOS/shared-v1.1/data/train_1440x1080_000004/ego/annotation/segment/instances.jsonl b/EgoHOS/shared-v1.1/data/train_1440x1080_000004/ego/annotation/segment/instances.jsonl
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diff --git a/EgoHOS/shared-v1.1/data/train_1440x1080_000004/ego/encoding_validation.json b/EgoHOS/shared-v1.1/data/train_1440x1080_000004/ego/encoding_validation.json
new file mode 100644
index 0000000000000000000000000000000000000000..2d66119d8a429f0c151bafd7eeabfe3e82cd7839
--- /dev/null
+++ b/EgoHOS/shared-v1.1/data/train_1440x1080_000004/ego/encoding_validation.json
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+        ]
+      }
+    ],
+    "failed_candidates": [],
+    "pixel_coverage": "ALL frames, count and order",
+    "random_access": "sequential decode from beginning"
+  },
+  "segment": {
+    "selected": "ffv1",
+    "candidates": [
+      {
+        "encoder": "ffv1",
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+        ],
+        "decode_verify_seconds": 1.1507477149998522,
+        "command": [
+          "ffmpeg",
+          "-hide_banner",
+          "-loglevel",
+          "error",
+          "-y",
+          "-f",
+          "rawvideo",
+          "-pixel_format",
+          "gray16le",
+          "-video_size",
+          "1440x1080",
+          "-framerate",
+          "1",
+          "-i",
+          "pipe:0",
+          "-an",
+          "-c:v",
+          "ffv1",
+          "-level",
+          "3",
+          "-pix_fmt",
+          "gray16le",
+          "outputs/EgoHOS-full/shared-v1.0/data/train_1440x1080_000004/ego/annotation/segment/mask.ffv1.mkv"
+        ]
+      }
+    ],
+    "failed_candidates": [],
+    "pixel_coverage": "ALL frames, count and order",
+    "random_access": "sequential decode from beginning"
+  }
+}
diff --git a/EgoHOS/shared-v1.1/data/train_1440x1080_000004/ego/metainfo.json b/EgoHOS/shared-v1.1/data/train_1440x1080_000004/ego/metainfo.json
new file mode 100644
index 0000000000000000000000000000000000000000..22cca9c6a3698a504feb51859b3831828db03c8e
--- /dev/null
+++ b/EgoHOS/shared-v1.1/data/train_1440x1080_000004/ego/metainfo.json
@@ -0,0 +1,255 @@
+{
+  "schema_version": "hand-warehouse/1.0",
+  "dataset_id": "EgoHOS",
+  "release_id": "shared-v1.0",
+  "sequence_id": "train_1440x1080_000004",
+  "camera_id": "ego",
+  "sample_type": "image",
+  "num_frames": 128,
+  "hand_slots": [
+    "left",
+    "right"
+  ],
+  "view_type": "ego",
+  "split": "train",
+  "sampling": {
+    "type": "independent",
+    "source_fps": null,
+    "frames_ref": "camera/frames.jsonl",
+    "strategy": "full",
+    "seed": 20260928,
+    "timestamps": "unknown; no timestamps inferred from filenames or MKV PTS"
+  },
+  "camera": {
+    "model": "unknown",
+    "schema_id": null,
+    "image_size": [
+      1440,
+      1080
+    ]
+  },
+  "components": {
+    "rgb": {
+      "available": true,
+      "schema_id": "rgb/uint8/v1",
+      "data_ref": "observation/rgb.mkv",
+      "axes": [
+        "T",
+        "height",
+        "width",
+        "RGB"
+      ],
+      "valid_ref": "observation/rgb_valid.pt",
+      "valid_axes": [
+        "T"
+      ],
+      "provenance": {
+        "kind": "format_conversion",
+        "method": "exact source JPEG remux or exact RGB round-trip re-encoding"
+      },
+      "source_locator": {
+        "file": "camera/frames.jsonl",
+        "field": "source_locator",
+        "records": "all frame_index rows"
+      },
+      "storage": {
+        "profile": "mkv/mjpeg_copy/v1",
+        "codec": "mjpeg",
+        "pixel_format": "yuvj420p",
+        "encoded_size": [
+          1440,
+          1080
+        ],
+        "storage_fps": 1,
+        "timebase_role": "index_only",
+        "source_lossy": true,
+        "decoder": {
+          "name": "PyAV",
+          "version": "18.1.0",
+          "libraries": {
+            "libavutil": [
+              60,
+              26,
+              102
+            ],
+            "libavcodec": [
+              62,
+              28,
+              102
+            ],
+            "libavformat": [
+              62,
+              12,
+              102
+            ],
+            "libavdevice": [
+              62,
+              3,
+              102
+            ],
+            "libavfilter": [
+              11,
+              14,
+              102
+            ],
+            "libswscale": [
+              9,
+              5,
+              102
+            ],
+            "libswresample": [
+              6,
+              3,
+              102
+            ]
+          },
+          "output": "rgb24",
+          "rotation": "none",
+          "color_interpretation": "libswscale source metadata/defaults; identical source/target decoder",
+          "source_color_space": "unknown"
+        },
+        "encoder_parameters": {
+          "name": "copy",
+          "stream_copy": true,
+          "ffmpeg_version": "ffmpeg version 6.1.1-3ubuntu5 Copyright (c) 2000-2023 the FFmpeg developers",
+          "crf": null,
+          "gop": null
+        }
+      }
+    },
+    "segment": {
+      "available": true,
+      "schema_id": "segment/uint16_labels/v1",
+      "data_ref": "annotation/segment/mask.mkv",
+      "axes": [
+        "T",
+        "height",
+        "width"
+      ],
+      "valid_ref": "annotation/segment/mask_valid.pt",
+      "valid_axes": [
+        "T"
+      ],
+      "provenance": {
+        "kind": "format_conversion",
+        "method": "source 0 background -> 9; 1..8 unchanged; exact uint16 round-trip"
+      },
+      "source_locator": {
+        "file": "camera/frames.jsonl",
+        "field": "mask_source_locator"
+      },
+      "storage": {
+        "profile": "mkv/uint16_ffv1/v1",
+        "codec": "ffv1",
+        "pixel_format": "gray16le",
+        "encoded_size": [
+          1440,
+          1080
+        ],
+        "storage_fps": 1,
+        "timebase_role": "index_only",
+        "source_lossy": false,
+        "decoder": {
+          "name": "PyAV",
+          "version": "18.1.0",
+          "libraries": {
+            "libavutil": [
+              60,
+              26,
+              102
+            ],
+            "libavcodec": [
+              62,
+              28,
+              102
+            ],
+            "libavformat": [
+              62,
+              12,
+              102
+            ],
+            "libavdevice": [
+              62,
+              3,
+              102
+            ],
+            "libavfilter": [
+              11,
+              14,
+              102
+            ],
+            "libswscale": [
+              9,
+              5,
+              102
+            ],
+            "libswresample": [
+              6,
+              3,
+              102
+            ]
+          },
+          "output": "gray16le",
+          "rotation": "none",
+          "color_interpretation": "libswscale source metadata/defaults; identical source/target decoder",
+          "source_color_space": "unknown"
+        },
+        "encoder_parameters": {
+          "name": "ffv1",
+          "stream_copy": false,
+          "ffmpeg_version": "ffmpeg version 6.1.1-3ubuntu5 Copyright (c) 2000-2023 the FFmpeg developers",
+          "crf": null,
+          "gop": null
+        }
+      },
+      "segmentation_type": "semantic",
+      "mapping_ref": "annotation/segment/instances.jsonl",
+      "coverage": {
+        "kind": "partial",
+        "meaning": "hands and selected interacting object categories; background is source task background, not exhaustive object annotation"
+      },
+      "valid_policy": {
+        "rule": "paired source label exists, shape and integer categories verified; no additional official QA supplied",
+        "local_excluded_frame_indices": []
+      }
+    },
+    "depth": {
+      "available": false,
+      "reason": "not provided by selected source image release"
+    },
+    "mano": {
+      "available": false,
+      "reason": "not exported: model profile/flat-hand-mean/translation conversion not empirically verified"
+    },
+    "visibility": {
+      "available": false,
+      "reason": "no independent source visibility input; never inferred from valid"
+    },
+    "contact": {
+      "available": false,
+      "reason": "raw package lacks contact/; interaction-order categories are not per-entity contact labels"
+    },
+    "intrinsic": {
+      "available": false,
+      "reason": "source calibration absent"
+    },
+    "extrinsic": {
+      "available": false,
+      "reason": "source calibration absent"
+    },
+    "keypoints": {
+      "available": false,
+      "reason": "source keypoints absent"
+    },
+    "object": {
+      "available": false,
+      "reason": "semantic classes do not establish instance identity/mesh/pose"
+    }
+  },
+  "split_scheme": "EgoHOS-official-four-directories",
+  "split_source_locator": {
+    "file": "camera/frames.jsonl",
+    "field": "source_locator",
+    "records": "all frame_index rows"
+  }
+}
diff --git a/EgoHOS/shared-v1.1/data/train_1440x1080_000004/ego/observation/rgb.mkv b/EgoHOS/shared-v1.1/data/train_1440x1080_000004/ego/observation/rgb.mkv
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diff --git a/EgoHOS/shared-v1.1/data/train_1440x1080_000005/ego/encoding_validation.json b/EgoHOS/shared-v1.1/data/train_1440x1080_000005/ego/encoding_validation.json
new file mode 100644
index 0000000000000000000000000000000000000000..d839e11f60687dd90398abeed95ec19630e4bbe7
--- /dev/null
+++ b/EgoHOS/shared-v1.1/data/train_1440x1080_000005/ego/encoding_validation.json
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+        ]
+      }
+    ],
+    "failed_candidates": [],
+    "pixel_coverage": "ALL frames, count and order",
+    "random_access": "sequential decode from beginning"
+  },
+  "segment": {
+    "selected": "ffv1",
+    "candidates": [
+      {
+        "encoder": "ffv1",
+        "bytes": 2173810,
+        "encode_seconds": 1.0850763179996648,
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+        ],
+        "decode_verify_seconds": 1.1510318520004148,
+        "command": [
+          "ffmpeg",
+          "-hide_banner",
+          "-loglevel",
+          "error",
+          "-y",
+          "-f",
+          "rawvideo",
+          "-pixel_format",
+          "gray16le",
+          "-video_size",
+          "1440x1080",
+          "-framerate",
+          "1",
+          "-i",
+          "pipe:0",
+          "-an",
+          "-c:v",
+          "ffv1",
+          "-level",
+          "3",
+          "-pix_fmt",
+          "gray16le",
+          "outputs/EgoHOS-full/shared-v1.0/data/train_1440x1080_000005/ego/annotation/segment/mask.ffv1.mkv"
+        ]
+      }
+    ],
+    "failed_candidates": [],
+    "pixel_coverage": "ALL frames, count and order",
+    "random_access": "sequential decode from beginning"
+  }
+}
diff --git a/EgoHOS/shared-v1.1/data/train_1440x1080_000005/ego/metainfo.json b/EgoHOS/shared-v1.1/data/train_1440x1080_000005/ego/metainfo.json
new file mode 100644
index 0000000000000000000000000000000000000000..854716df8de0ffbbc6ef03d3a0a40c0ce656607e
--- /dev/null
+++ b/EgoHOS/shared-v1.1/data/train_1440x1080_000005/ego/metainfo.json
@@ -0,0 +1,255 @@
+{
+  "schema_version": "hand-warehouse/1.0",
+  "dataset_id": "EgoHOS",
+  "release_id": "shared-v1.0",
+  "sequence_id": "train_1440x1080_000005",
+  "camera_id": "ego",
+  "sample_type": "image",
+  "num_frames": 128,
+  "hand_slots": [
+    "left",
+    "right"
+  ],
+  "view_type": "ego",
+  "split": "train",
+  "sampling": {
+    "type": "independent",
+    "source_fps": null,
+    "frames_ref": "camera/frames.jsonl",
+    "strategy": "full",
+    "seed": 20260928,
+    "timestamps": "unknown; no timestamps inferred from filenames or MKV PTS"
+  },
+  "camera": {
+    "model": "unknown",
+    "schema_id": null,
+    "image_size": [
+      1440,
+      1080
+    ]
+  },
+  "components": {
+    "rgb": {
+      "available": true,
+      "schema_id": "rgb/uint8/v1",
+      "data_ref": "observation/rgb.mkv",
+      "axes": [
+        "T",
+        "height",
+        "width",
+        "RGB"
+      ],
+      "valid_ref": "observation/rgb_valid.pt",
+      "valid_axes": [
+        "T"
+      ],
+      "provenance": {
+        "kind": "format_conversion",
+        "method": "exact source JPEG remux or exact RGB round-trip re-encoding"
+      },
+      "source_locator": {
+        "file": "camera/frames.jsonl",
+        "field": "source_locator",
+        "records": "all frame_index rows"
+      },
+      "storage": {
+        "profile": "mkv/mjpeg_copy/v1",
+        "codec": "mjpeg",
+        "pixel_format": "yuvj420p",
+        "encoded_size": [
+          1440,
+          1080
+        ],
+        "storage_fps": 1,
+        "timebase_role": "index_only",
+        "source_lossy": true,
+        "decoder": {
+          "name": "PyAV",
+          "version": "18.1.0",
+          "libraries": {
+            "libavutil": [
+              60,
+              26,
+              102
+            ],
+            "libavcodec": [
+              62,
+              28,
+              102
+            ],
+            "libavformat": [
+              62,
+              12,
+              102
+            ],
+            "libavdevice": [
+              62,
+              3,
+              102
+            ],
+            "libavfilter": [
+              11,
+              14,
+              102
+            ],
+            "libswscale": [
+              9,
+              5,
+              102
+            ],
+            "libswresample": [
+              6,
+              3,
+              102
+            ]
+          },
+          "output": "rgb24",
+          "rotation": "none",
+          "color_interpretation": "libswscale source metadata/defaults; identical source/target decoder",
+          "source_color_space": "unknown"
+        },
+        "encoder_parameters": {
+          "name": "copy",
+          "stream_copy": true,
+          "ffmpeg_version": "ffmpeg version 6.1.1-3ubuntu5 Copyright (c) 2000-2023 the FFmpeg developers",
+          "crf": null,
+          "gop": null
+        }
+      }
+    },
+    "segment": {
+      "available": true,
+      "schema_id": "segment/uint16_labels/v1",
+      "data_ref": "annotation/segment/mask.mkv",
+      "axes": [
+        "T",
+        "height",
+        "width"
+      ],
+      "valid_ref": "annotation/segment/mask_valid.pt",
+      "valid_axes": [
+        "T"
+      ],
+      "provenance": {
+        "kind": "format_conversion",
+        "method": "source 0 background -> 9; 1..8 unchanged; exact uint16 round-trip"
+      },
+      "source_locator": {
+        "file": "camera/frames.jsonl",
+        "field": "mask_source_locator"
+      },
+      "storage": {
+        "profile": "mkv/uint16_ffv1/v1",
+        "codec": "ffv1",
+        "pixel_format": "gray16le",
+        "encoded_size": [
+          1440,
+          1080
+        ],
+        "storage_fps": 1,
+        "timebase_role": "index_only",
+        "source_lossy": false,
+        "decoder": {
+          "name": "PyAV",
+          "version": "18.1.0",
+          "libraries": {
+            "libavutil": [
+              60,
+              26,
+              102
+            ],
+            "libavcodec": [
+              62,
+              28,
+              102
+            ],
+            "libavformat": [
+              62,
+              12,
+              102
+            ],
+            "libavdevice": [
+              62,
+              3,
+              102
+            ],
+            "libavfilter": [
+              11,
+              14,
+              102
+            ],
+            "libswscale": [
+              9,
+              5,
+              102
+            ],
+            "libswresample": [
+              6,
+              3,
+              102
+            ]
+          },
+          "output": "gray16le",
+          "rotation": "none",
+          "color_interpretation": "libswscale source metadata/defaults; identical source/target decoder",
+          "source_color_space": "unknown"
+        },
+        "encoder_parameters": {
+          "name": "ffv1",
+          "stream_copy": false,
+          "ffmpeg_version": "ffmpeg version 6.1.1-3ubuntu5 Copyright (c) 2000-2023 the FFmpeg developers",
+          "crf": null,
+          "gop": null
+        }
+      },
+      "segmentation_type": "semantic",
+      "mapping_ref": "annotation/segment/instances.jsonl",
+      "coverage": {
+        "kind": "partial",
+        "meaning": "hands and selected interacting object categories; background is source task background, not exhaustive object annotation"
+      },
+      "valid_policy": {
+        "rule": "paired source label exists, shape and integer categories verified; no additional official QA supplied",
+        "local_excluded_frame_indices": []
+      }
+    },
+    "depth": {
+      "available": false,
+      "reason": "not provided by selected source image release"
+    },
+    "mano": {
+      "available": false,
+      "reason": "not exported: model profile/flat-hand-mean/translation conversion not empirically verified"
+    },
+    "visibility": {
+      "available": false,
+      "reason": "no independent source visibility input; never inferred from valid"
+    },
+    "contact": {
+      "available": false,
+      "reason": "raw package lacks contact/; interaction-order categories are not per-entity contact labels"
+    },
+    "intrinsic": {
+      "available": false,
+      "reason": "source calibration absent"
+    },
+    "extrinsic": {
+      "available": false,
+      "reason": "source calibration absent"
+    },
+    "keypoints": {
+      "available": false,
+      "reason": "source keypoints absent"
+    },
+    "object": {
+      "available": false,
+      "reason": "semantic classes do not establish instance identity/mesh/pose"
+    }
+  },
+  "split_scheme": "EgoHOS-official-four-directories",
+  "split_source_locator": {
+    "file": "camera/frames.jsonl",
+    "field": "source_locator",
+    "records": "all frame_index rows"
+  }
+}
diff --git a/EgoHOS/shared-v1.1/data/train_1440x1080_000005/ego/observation/rgb.mkv b/EgoHOS/shared-v1.1/data/train_1440x1080_000005/ego/observation/rgb.mkv
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diff --git a/EgoHOS/shared-v1.1/data/train_1440x1080_000006/ego/encoding_validation.json b/EgoHOS/shared-v1.1/data/train_1440x1080_000006/ego/encoding_validation.json
new file mode 100644
index 0000000000000000000000000000000000000000..fe190f8de7c99f560521ed85cef6b1c401e59d57
--- /dev/null
+++ b/EgoHOS/shared-v1.1/data/train_1440x1080_000006/ego/encoding_validation.json
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+        ],
+        "decode_verify_seconds": 1.133956876999946,
+        "command": [
+          "ffmpeg",
+          "-hide_banner",
+          "-loglevel",
+          "error",
+          "-y",
+          "-f",
+          "rawvideo",
+          "-pixel_format",
+          "gray16le",
+          "-video_size",
+          "1440x1080",
+          "-framerate",
+          "1",
+          "-i",
+          "pipe:0",
+          "-an",
+          "-c:v",
+          "ffv1",
+          "-level",
+          "3",
+          "-pix_fmt",
+          "gray16le",
+          "outputs/EgoHOS-full/shared-v1.0/data/train_1440x1080_000006/ego/annotation/segment/mask.ffv1.mkv"
+        ]
+      }
+    ],
+    "failed_candidates": [],
+    "pixel_coverage": "ALL frames, count and order",
+    "random_access": "sequential decode from beginning"
+  }
+}
diff --git a/EgoHOS/shared-v1.1/data/train_1440x1080_000006/ego/metainfo.json b/EgoHOS/shared-v1.1/data/train_1440x1080_000006/ego/metainfo.json
new file mode 100644
index 0000000000000000000000000000000000000000..cad87140c85fe2848cadc056ae96e2509f30f7e5
--- /dev/null
+++ b/EgoHOS/shared-v1.1/data/train_1440x1080_000006/ego/metainfo.json
@@ -0,0 +1,255 @@
+{
+  "schema_version": "hand-warehouse/1.0",
+  "dataset_id": "EgoHOS",
+  "release_id": "shared-v1.0",
+  "sequence_id": "train_1440x1080_000006",
+  "camera_id": "ego",
+  "sample_type": "image",
+  "num_frames": 128,
+  "hand_slots": [
+    "left",
+    "right"
+  ],
+  "view_type": "ego",
+  "split": "train",
+  "sampling": {
+    "type": "independent",
+    "source_fps": null,
+    "frames_ref": "camera/frames.jsonl",
+    "strategy": "full",
+    "seed": 20260928,
+    "timestamps": "unknown; no timestamps inferred from filenames or MKV PTS"
+  },
+  "camera": {
+    "model": "unknown",
+    "schema_id": null,
+    "image_size": [
+      1440,
+      1080
+    ]
+  },
+  "components": {
+    "rgb": {
+      "available": true,
+      "schema_id": "rgb/uint8/v1",
+      "data_ref": "observation/rgb.mkv",
+      "axes": [
+        "T",
+        "height",
+        "width",
+        "RGB"
+      ],
+      "valid_ref": "observation/rgb_valid.pt",
+      "valid_axes": [
+        "T"
+      ],
+      "provenance": {
+        "kind": "format_conversion",
+        "method": "exact source JPEG remux or exact RGB round-trip re-encoding"
+      },
+      "source_locator": {
+        "file": "camera/frames.jsonl",
+        "field": "source_locator",
+        "records": "all frame_index rows"
+      },
+      "storage": {
+        "profile": "mkv/mjpeg_copy/v1",
+        "codec": "mjpeg",
+        "pixel_format": "yuvj420p",
+        "encoded_size": [
+          1440,
+          1080
+        ],
+        "storage_fps": 1,
+        "timebase_role": "index_only",
+        "source_lossy": true,
+        "decoder": {
+          "name": "PyAV",
+          "version": "18.1.0",
+          "libraries": {
+            "libavutil": [
+              60,
+              26,
+              102
+            ],
+            "libavcodec": [
+              62,
+              28,
+              102
+            ],
+            "libavformat": [
+              62,
+              12,
+              102
+            ],
+            "libavdevice": [
+              62,
+              3,
+              102
+            ],
+            "libavfilter": [
+              11,
+              14,
+              102
+            ],
+            "libswscale": [
+              9,
+              5,
+              102
+            ],
+            "libswresample": [
+              6,
+              3,
+              102
+            ]
+          },
+          "output": "rgb24",
+          "rotation": "none",
+          "color_interpretation": "libswscale source metadata/defaults; identical source/target decoder",
+          "source_color_space": "unknown"
+        },
+        "encoder_parameters": {
+          "name": "copy",
+          "stream_copy": true,
+          "ffmpeg_version": "ffmpeg version 6.1.1-3ubuntu5 Copyright (c) 2000-2023 the FFmpeg developers",
+          "crf": null,
+          "gop": null
+        }
+      }
+    },
+    "segment": {
+      "available": true,
+      "schema_id": "segment/uint16_labels/v1",
+      "data_ref": "annotation/segment/mask.mkv",
+      "axes": [
+        "T",
+        "height",
+        "width"
+      ],
+      "valid_ref": "annotation/segment/mask_valid.pt",
+      "valid_axes": [
+        "T"
+      ],
+      "provenance": {
+        "kind": "format_conversion",
+        "method": "source 0 background -> 9; 1..8 unchanged; exact uint16 round-trip"
+      },
+      "source_locator": {
+        "file": "camera/frames.jsonl",
+        "field": "mask_source_locator"
+      },
+      "storage": {
+        "profile": "mkv/uint16_ffv1/v1",
+        "codec": "ffv1",
+        "pixel_format": "gray16le",
+        "encoded_size": [
+          1440,
+          1080
+        ],
+        "storage_fps": 1,
+        "timebase_role": "index_only",
+        "source_lossy": false,
+        "decoder": {
+          "name": "PyAV",
+          "version": "18.1.0",
+          "libraries": {
+            "libavutil": [
+              60,
+              26,
+              102
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+            "libavcodec": [
+              62,
+              28,
+              102
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+            "libavformat": [
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+              5,
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+            "libswresample": [
+              6,
+              3,
+              102
+            ]
+          },
+          "output": "gray16le",
+          "rotation": "none",
+          "color_interpretation": "libswscale source metadata/defaults; identical source/target decoder",
+          "source_color_space": "unknown"
+        },
+        "encoder_parameters": {
+          "name": "ffv1",
+          "stream_copy": false,
+          "ffmpeg_version": "ffmpeg version 6.1.1-3ubuntu5 Copyright (c) 2000-2023 the FFmpeg developers",
+          "crf": null,
+          "gop": null
+        }
+      },
+      "segmentation_type": "semantic",
+      "mapping_ref": "annotation/segment/instances.jsonl",
+      "coverage": {
+        "kind": "partial",
+        "meaning": "hands and selected interacting object categories; background is source task background, not exhaustive object annotation"
+      },
+      "valid_policy": {
+        "rule": "paired source label exists, shape and integer categories verified; no additional official QA supplied",
+        "local_excluded_frame_indices": []
+      }
+    },
+    "depth": {
+      "available": false,
+      "reason": "not provided by selected source image release"
+    },
+    "mano": {
+      "available": false,
+      "reason": "not exported: model profile/flat-hand-mean/translation conversion not empirically verified"
+    },
+    "visibility": {
+      "available": false,
+      "reason": "no independent source visibility input; never inferred from valid"
+    },
+    "contact": {
+      "available": false,
+      "reason": "raw package lacks contact/; interaction-order categories are not per-entity contact labels"
+    },
+    "intrinsic": {
+      "available": false,
+      "reason": "source calibration absent"
+    },
+    "extrinsic": {
+      "available": false,
+      "reason": "source calibration absent"
+    },
+    "keypoints": {
+      "available": false,
+      "reason": "source keypoints absent"
+    },
+    "object": {
+      "available": false,
+      "reason": "semantic classes do not establish instance identity/mesh/pose"
+    }
+  },
+  "split_scheme": "EgoHOS-official-four-directories",
+  "split_source_locator": {
+    "file": "camera/frames.jsonl",
+    "field": "source_locator",
+    "records": "all frame_index rows"
+  }
+}
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+size 20909141
diff --git a/EgoHOS/shared-v1.1/data/train_1440x1080_000006/ego/observation/rgb_valid.pt b/EgoHOS/shared-v1.1/data/train_1440x1080_000006/ego/observation/rgb_valid.pt
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diff --git a/EgoHOS/shared-v1.1/data/train_1440x1080_000007/ego/annotation/segment/instances.jsonl b/EgoHOS/shared-v1.1/data/train_1440x1080_000007/ego/annotation/segment/instances.jsonl
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diff --git a/EgoHOS/shared-v1.1/data/train_1440x1080_000007/ego/encoding_validation.json b/EgoHOS/shared-v1.1/data/train_1440x1080_000007/ego/encoding_validation.json
new file mode 100644
index 0000000000000000000000000000000000000000..e92096dd8f65a3b9fd94cae80db69d2e41dd66ed
--- /dev/null
+++ b/EgoHOS/shared-v1.1/data/train_1440x1080_000007/ego/encoding_validation.json
@@ -0,0 +1,451 @@
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+        ],
+        "decode_verify_seconds": 1.1604298660004133,
+        "command": [
+          "ffmpeg",
+          "-hide_banner",
+          "-loglevel",
+          "error",
+          "-y",
+          "-f",
+          "rawvideo",
+          "-pixel_format",
+          "gray16le",
+          "-video_size",
+          "1440x1080",
+          "-framerate",
+          "1",
+          "-i",
+          "pipe:0",
+          "-an",
+          "-c:v",
+          "ffv1",
+          "-level",
+          "3",
+          "-pix_fmt",
+          "gray16le",
+          "outputs/EgoHOS-full/shared-v1.0/data/train_1440x1080_000007/ego/annotation/segment/mask.ffv1.mkv"
+        ]
+      }
+    ],
+    "failed_candidates": [],
+    "pixel_coverage": "ALL frames, count and order",
+    "random_access": "sequential decode from beginning"
+  }
+}
diff --git a/EgoHOS/shared-v1.1/data/train_1440x1080_000007/ego/metainfo.json b/EgoHOS/shared-v1.1/data/train_1440x1080_000007/ego/metainfo.json
new file mode 100644
index 0000000000000000000000000000000000000000..06374480ab803ad072aafc549c18c116b1d34b4c
--- /dev/null
+++ b/EgoHOS/shared-v1.1/data/train_1440x1080_000007/ego/metainfo.json
@@ -0,0 +1,255 @@
+{
+  "schema_version": "hand-warehouse/1.0",
+  "dataset_id": "EgoHOS",
+  "release_id": "shared-v1.0",
+  "sequence_id": "train_1440x1080_000007",
+  "camera_id": "ego",
+  "sample_type": "image",
+  "num_frames": 128,
+  "hand_slots": [
+    "left",
+    "right"
+  ],
+  "view_type": "ego",
+  "split": "train",
+  "sampling": {
+    "type": "independent",
+    "source_fps": null,
+    "frames_ref": "camera/frames.jsonl",
+    "strategy": "full",
+    "seed": 20260928,
+    "timestamps": "unknown; no timestamps inferred from filenames or MKV PTS"
+  },
+  "camera": {
+    "model": "unknown",
+    "schema_id": null,
+    "image_size": [
+      1440,
+      1080
+    ]
+  },
+  "components": {
+    "rgb": {
+      "available": true,
+      "schema_id": "rgb/uint8/v1",
+      "data_ref": "observation/rgb.mkv",
+      "axes": [
+        "T",
+        "height",
+        "width",
+        "RGB"
+      ],
+      "valid_ref": "observation/rgb_valid.pt",
+      "valid_axes": [
+        "T"
+      ],
+      "provenance": {
+        "kind": "format_conversion",
+        "method": "exact source JPEG remux or exact RGB round-trip re-encoding"
+      },
+      "source_locator": {
+        "file": "camera/frames.jsonl",
+        "field": "source_locator",
+        "records": "all frame_index rows"
+      },
+      "storage": {
+        "profile": "mkv/mjpeg_copy/v1",
+        "codec": "mjpeg",
+        "pixel_format": "yuvj420p",
+        "encoded_size": [
+          1440,
+          1080
+        ],
+        "storage_fps": 1,
+        "timebase_role": "index_only",
+        "source_lossy": true,
+        "decoder": {
+          "name": "PyAV",
+          "version": "18.1.0",
+          "libraries": {
+            "libavutil": [
+              60,
+              26,
+              102
+            ],
+            "libavcodec": [
+              62,
+              28,
+              102
+            ],
+            "libavformat": [
+              62,
+              12,
+              102
+            ],
+            "libavdevice": [
+              62,
+              3,
+              102
+            ],
+            "libavfilter": [
+              11,
+              14,
+              102
+            ],
+            "libswscale": [
+              9,
+              5,
+              102
+            ],
+            "libswresample": [
+              6,
+              3,
+              102
+            ]
+          },
+          "output": "rgb24",
+          "rotation": "none",
+          "color_interpretation": "libswscale source metadata/defaults; identical source/target decoder",
+          "source_color_space": "unknown"
+        },
+        "encoder_parameters": {
+          "name": "copy",
+          "stream_copy": true,
+          "ffmpeg_version": "ffmpeg version 6.1.1-3ubuntu5 Copyright (c) 2000-2023 the FFmpeg developers",
+          "crf": null,
+          "gop": null
+        }
+      }
+    },
+    "segment": {
+      "available": true,
+      "schema_id": "segment/uint16_labels/v1",
+      "data_ref": "annotation/segment/mask.mkv",
+      "axes": [
+        "T",
+        "height",
+        "width"
+      ],
+      "valid_ref": "annotation/segment/mask_valid.pt",
+      "valid_axes": [
+        "T"
+      ],
+      "provenance": {
+        "kind": "format_conversion",
+        "method": "source 0 background -> 9; 1..8 unchanged; exact uint16 round-trip"
+      },
+      "source_locator": {
+        "file": "camera/frames.jsonl",
+        "field": "mask_source_locator"
+      },
+      "storage": {
+        "profile": "mkv/uint16_ffv1/v1",
+        "codec": "ffv1",
+        "pixel_format": "gray16le",
+        "encoded_size": [
+          1440,
+          1080
+        ],
+        "storage_fps": 1,
+        "timebase_role": "index_only",
+        "source_lossy": false,
+        "decoder": {
+          "name": "PyAV",
+          "version": "18.1.0",
+          "libraries": {
+            "libavutil": [
+              60,
+              26,
+              102
+            ],
+            "libavcodec": [
+              62,
+              28,
+              102
+            ],
+            "libavformat": [
+              62,
+              12,
+              102
+            ],
+            "libavdevice": [
+              62,
+              3,
+              102
+            ],
+            "libavfilter": [
+              11,
+              14,
+              102
+            ],
+            "libswscale": [
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+              6,
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+              102
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+          "rotation": "none",
+          "color_interpretation": "libswscale source metadata/defaults; identical source/target decoder",
+          "source_color_space": "unknown"
+        },
+        "encoder_parameters": {
+          "name": "ffv1",
+          "stream_copy": false,
+          "ffmpeg_version": "ffmpeg version 6.1.1-3ubuntu5 Copyright (c) 2000-2023 the FFmpeg developers",
+          "crf": null,
+          "gop": null
+        }
+      },
+      "segmentation_type": "semantic",
+      "mapping_ref": "annotation/segment/instances.jsonl",
+      "coverage": {
+        "kind": "partial",
+        "meaning": "hands and selected interacting object categories; background is source task background, not exhaustive object annotation"
+      },
+      "valid_policy": {
+        "rule": "paired source label exists, shape and integer categories verified; no additional official QA supplied",
+        "local_excluded_frame_indices": []
+      }
+    },
+    "depth": {
+      "available": false,
+      "reason": "not provided by selected source image release"
+    },
+    "mano": {
+      "available": false,
+      "reason": "not exported: model profile/flat-hand-mean/translation conversion not empirically verified"
+    },
+    "visibility": {
+      "available": false,
+      "reason": "no independent source visibility input; never inferred from valid"
+    },
+    "contact": {
+      "available": false,
+      "reason": "raw package lacks contact/; interaction-order categories are not per-entity contact labels"
+    },
+    "intrinsic": {
+      "available": false,
+      "reason": "source calibration absent"
+    },
+    "extrinsic": {
+      "available": false,
+      "reason": "source calibration absent"
+    },
+    "keypoints": {
+      "available": false,
+      "reason": "source keypoints absent"
+    },
+    "object": {
+      "available": false,
+      "reason": "semantic classes do not establish instance identity/mesh/pose"
+    }
+  },
+  "split_scheme": "EgoHOS-official-four-directories",
+  "split_source_locator": {
+    "file": "camera/frames.jsonl",
+    "field": "source_locator",
+    "records": "all frame_index rows"
+  }
+}
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diff --git a/EgoHOS/shared-v1.1/data/train_1440x1080_000007/ego/observation/rgb_valid.pt b/EgoHOS/shared-v1.1/data/train_1440x1080_000007/ego/observation/rgb_valid.pt
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