Add files using upload-large-folder tool

data/artifact_index.json

@@ -1,11 +1,11 @@
 {
   "title": "Ropedia Xperience-10M Task Suite Artifact Index",
-  "generated_at_utc": "2026-06-21T10:52:12+00:00",
+  "generated_at_utc": "2026-06-21T13:31:38+00:00",
   "status": "pass",
-  "artifact_count": 226,
+  "artifact_count": 228,
   "missing": [],
   "by_kind": {
-    "project_path": 18,
+    "project_path": 20,
     "visual_asset": 3,
     "visual_asset_source": 3,
     "scaleup_contract": 7,
@@ -48,8 +48,8 @@
       "surface": "repo_hf",
       "shows": "Gives first-pass readers a concise project shape before the detailed artifact trail.",
       "exists": true,
-      "bytes": 4343,
-      "sha256": "fa002a54a46f1789eab79c74b5203e03e9389ff83abea7dd491fd20a676f1da5"
+      "bytes": 4817,
+      "sha256": "4bf611b5ab6959424d8a31ff6ccbaa460bb97496a59b6405830a3878036e49cb"
     },
     {
       "id": "project_brief_json",
@@ -70,8 +70,8 @@
       "surface": "repo_hf",
       "shows": "Gives a compact current-state table for first-pass readers.",
       "exists": true,
-      "bytes": 14845,
-      "sha256": "128daeed89b672d89b4c422956bf4900ffe8efd54356ec657fb9cf6dcb880ba5"
+      "bytes": 15977,
+      "sha256": "6ce8ca736b0ad2f8fef463c62530294e414cfc0a0e4ed501907fbf1536de0aa9"
     },
     {
       "id": "project_status_json",
@@ -81,8 +81,30 @@
       "surface": "website_hf",
       "shows": "Machine-readable copy of the current project status for website and HF mirrors.",
       "exists": true,
-      "bytes": 23049,
-      "sha256": "9a06cc54d3b43362867a2fde9edc61d09f53df2d9ad761ecf95c862c76af31d2"
+      "bytes": 23255,
+      "sha256": "874f1133ee75f060735f0c9e763cf81463f304432f1dbca3ebc9837225c0259d"
+    },
+    {
+      "id": "glossary",
+      "title": "Glossary",
+      "path": "GLOSSARY.md",
+      "kind": "project_path",
+      "surface": "repo_hf",
+      "shows": "Defines terminology that can be confused across data scope, task metrics, model branches, and public mirrors.",
+      "exists": true,
+      "bytes": 10218,
+      "sha256": "a87fa41946625ae7a23e794fd1925885918e5fb9244424bacbe9673941d09533"
+    },
+    {
+      "id": "glossary_json",
+      "title": "Glossary JSON",
+      "path": "docs/data/glossary.json",
+      "kind": "project_path",
+      "surface": "website_hf",
+      "shows": "Machine-readable terminology layer for the website, artifact dataset, model mirror, and public QA checks.",
+      "exists": true,
+      "bytes": 17321,
+      "sha256": "9aedc1f34704eb6c5e1c66656a5df85616a029ecbb3d1119d7aed413d5de7945"
     },
     {
       "id": "research_roadmap",
@@ -565,8 +587,8 @@
       "surface": "repo_hf",
       "shows": "Gives the human-readable map from project scope to data, tasks, platform mirrors, and scale-up status.",
       "exists": true,
-      "bytes": 20256,
-      "sha256": "f869cd640dc0296435a5574d4778ecd5ca97e0a91fb6af191525b5fb1742fbe0"
+      "bytes": 20579,
+      "sha256": "eae0b6789de32e0f3d7f92800627ca54026faeb9ae0cb4c4edfab9ec21ea5772"
     },
     {
       "id": "official_dataset_card_alignment",
@@ -610,7 +632,7 @@
       "shows": "Machine-readable source-alignment pass/fail check for repo, website, and HF surfaces.",
       "exists": true,
       "bytes": 4432,
-      "sha256": "db279081759eebb09a4ba53c56fb17a14f3546e13d058100494ac7745b901a1c"
+      "sha256": "de3e31d0b528837aa894cb7b7c6efb1c834658474fb1671aa6e58f69b61b6044"
     },
     {
       "id": "source_alignment_validator",
@@ -631,8 +653,8 @@
       "surface": "repo_hf",
       "shows": "Publishes prepared Space, artifact dataset, and model bundles, including an explicit model-binary upload batch.",
       "exists": true,
-      "bytes": 25159,
-      "sha256": "a74451a7d717661e1499b98631d825f4db8c6b51b1e9bafd73966697eb04258a"
+      "bytes": 25115,
+      "sha256": "31866958ffaa3954f1bc4f920fbf80d5b41fd95228be50989dadb6e8cbe619e3"
     },
     {
       "id": "github_package_dockerfile",
@@ -808,7 +830,7 @@
       "shows": "Machine-readable check that scored JSON-backed matrix cells match their declared metric source values.",
       "exists": true,
       "bytes": 561,
-      "sha256": "cbe9be1ea3d62b253780aade9c51cb7f3a5882df185927186ee6a1d6516ad3a6"
+      "sha256": "bb50000bb681f1ed12c4089bd3541f14b8e121ea5a1fe06e1a6a559cb8960e0b"
     },
     {
       "id": "task_method_20_source_audit",
@@ -819,7 +841,7 @@
       "shows": "Reader-facing source-value audit for the 180-result matrix.",
       "exists": true,
       "bytes": 447,
-      "sha256": "dfcde22c9350858d0df6d881533f63ba6838fc980b62f0b68770f9b708fcde85"
+      "sha256": "1a0583629368cee3abadc49d4a0220dead924326a04e82b3a22a9fc6d6b0d252"
     },
     {
       "id": "two_evidence_line_map_chart",
@@ -1160,7 +1182,7 @@
       "shows": "Machine-readable release-check summary for validators, mirrors, and public project surfaces.",
       "exists": true,
       "bytes": 8640,
-      "sha256": "3cb0aca2dca01448cb9bc5cbb519a91bc6397c08a1eaaa84c031e773221e5a0a"
+      "sha256": "55a3205414cac47c20720694ce5965b3fd270c0060d488b59f4217d3e794f0fa"
     },
     {
       "id": "public_surface_qa",
@@ -1181,8 +1203,8 @@
       "surface": "repo_hf",
       "shows": "Provides the first-pass navigation layer for GitHub, GitHub Pages, Hugging Face mirrors, Qwen3-Omni/Cosmos3 repos, evidence lines, and claim boundaries.",
       "exists": true,
-      "bytes": 4948,
-      "sha256": "7a7128fdde08f770338c3fe2d473565918c5633f948dec6a78a6b2a67938e91a"
+      "bytes": 5746,
+      "sha256": "99ede76679880537bcf65d9503a848c9cd6ca464b3cd92c48eaa62ec5a8655eb"
     },
     {
       "id": "public_reader_map_json",
@@ -1192,8 +1214,8 @@
       "surface": "website_hf",
       "shows": "Machine-readable public reader map used by the website and Hugging Face mirrors to keep entry points and surface responsibilities explicit.",
       "exists": true,
-      "bytes": 5971,
-      "sha256": "3474f84ffa53aefabdbf8a75c466c271675162ce0f8a23ea3b6660951048072f"
+      "bytes": 6951,
+      "sha256": "4d166eed1e19f029494ed879aa5774d678a5da7a3607468349ec4bbf23527f4b"
     },
     {
       "id": "public_surface_qa_json",
@@ -1215,8 +1237,8 @@
       "surface": "repo_hf",
       "shows": "Regenerates the public presentation report before release.",
       "exists": true,
-      "bytes": 15008,
-      "sha256": "324a7332481f8065c7942659307994429f505d2ffd4a1c8169891ec017be68c2"
+      "bytes": 15611,
+      "sha256": "fe697c3f18bb51239941d4098b618d42a78d11b96ab1441b3af32510930da248"
     },
     {
       "id": "task_surface_integrity",
@@ -1296,8 +1318,8 @@
       "surface": "repo",
       "shows": "Fetches the published GitHub/HF URLs and compares live hashes and public-card markers against the release assets.",
       "exists": true,
-      "bytes": 67652,
-      "sha256": "47c6e5e0d93a881db045842ef98656d04c74cf7605f33a56b8d4daecf97fb547"
+      "bytes": 69027,
+      "sha256": "501c8ac16d564054404d486b4fa2c510159a1dad09b43b4b6598e3b9eac8fb3a"
     },
     {
       "id": "reproducibility_contract",
@@ -1329,8 +1351,8 @@
       "surface": "repo_hf",
       "shows": "Generates the selective artifact catalog from local files.",
       "exists": true,
-      "bytes": 67587,
-      "sha256": "28a93ec92c91886388f5d42ab8e25af0b218e4644b733bc8f8230bc0f91aab65"
+      "bytes": 68190,
+      "sha256": "b76704eaae7755412a9a2ceadb258c8385f719b1651a8d17a22eb0f09848627c"
     },
     {
       "id": "publication_audit",
@@ -1365,7 +1387,7 @@
       "volatile": true,
       "shows": "Confirms prepared GitHub/HF Space/artifact/model mirrors share the same critical data, figure, website HTML, and validator files.",
       "exists": true,
-      "bytes": 1418066,
+      "bytes": 1418076,
       "hash_policy": "existence_and_size_only"
     },
     {
@@ -1377,7 +1399,7 @@
       "volatile": true,
       "shows": "Confirms local website links, anchors, JSON data files, and referenced images resolve.",
       "exists": true,
-      "bytes": 20657,
+      "bytes": 20658,
       "hash_policy": "existence_and_size_only"
     },
     {

data/glossary.json

@@ -0,0 +1,352 @@
+{
+  "title": "Ropedia Xperience-10M Glossary",
+  "status": "published",
+  "purpose": "Define reader-facing terms that can be confused across the repo, website, Hugging Face mirrors, result matrices, and model-package surfaces.",
+  "categories": [
+    {
+      "id": "dataset_scope",
+      "label": "Dataset and scope",
+      "description": "Public data boundaries, evidence lines, and what each result can claim."
+    },
+    {
+      "id": "files_features",
+      "label": "Files and features",
+      "description": "How raw sample files, windows, feature manifests, and public-safe derivatives relate."
+    },
+    {
+      "id": "tasks_metrics",
+      "label": "Tasks and metrics",
+      "description": "Task contracts, scored records, direct scores, compact proxies, and audits."
+    },
+    {
+      "id": "models_runs",
+      "label": "Models and runs",
+      "description": "Baseline families, Qwen3-Omni, Cosmos3, LoRA adapters, and full-parameter gates."
+    },
+    {
+      "id": "public_surfaces",
+      "label": "Public surfaces",
+      "description": "GitHub, website, Hugging Face repos, parity checks, and package validation."
+    }
+  ],
+  "entries": [
+    {
+      "term": "Xperience-10M",
+      "category": "dataset_scope",
+      "plain_meaning": "The upstream embodied human-interaction dataset.",
+      "project_usage": "Source dataset behind the public sample, selected-128 features, task suite, and model diagnostics.",
+      "do_not_confuse_with": "This repo, which only redistributes public-safe derived artifacts.",
+      "primary_files": ["XPERIENCE10M_DATASET_CARD_ALIGNMENT.md", "docs/data/xperience10m_dataset_card_alignment.json"]
+    },
+    {
+      "term": "Public sample episode",
+      "category": "dataset_scope",
+      "plain_meaning": "One officially available sample episode.",
+      "project_usage": "The fully inspectable Line 1 unit used for raw-file browsing, 20-frame windows, task construction, and single-episode baselines.",
+      "do_not_confuse_with": "Multi-episode generalization.",
+      "primary_files": ["docs/data/raw_sample_files.json", "docs/single_episode_explorer.html"]
+    },
+    {
+      "term": "Selected 128 episodes",
+      "category": "dataset_scope",
+      "plain_meaning": "A public-safe selected subset of official gated episode paths.",
+      "project_usage": "Line 2 uses derived windows/features and keeps links back to official episode ids and gated source paths.",
+      "do_not_confuse_with": "Redistributed raw MP4/HDF5/RRD data.",
+      "primary_files": ["XPERIENCE10M_128_EPISODE_FEATURE_INDEX.md", "docs/data/xperience10m_128_episode_feature_index.json"]
+    },
+    {
+      "term": "Evidence line",
+      "category": "dataset_scope",
+      "plain_meaning": "A claim boundary for a group of results.",
+      "project_usage": "Line 1 is one public sample episode; Line 2 is selected-128 held-out comparison.",
+      "do_not_confuse_with": "Qwen run versions v1-v6, which are model-run lineage.",
+      "primary_files": ["TWO_EVIDENCE_LINES.md", "docs/data/two_evidence_lines.json"]
+    },
+    {
+      "term": "Official gated data",
+      "category": "dataset_scope",
+      "plain_meaning": "Upstream files that require official dataset access.",
+      "project_usage": "Raw Xperience-10M MP4/HDF5/RRD files and full source directories remain outside the public repo.",
+      "do_not_confuse_with": "Public-safe metrics, derived features, figures, and manifests.",
+      "primary_files": ["DATA_NOTICE.md", "REPRODUCIBILITY.md"]
+    },
+    {
+      "term": "Public-safe artifact",
+      "category": "public_surfaces",
+      "plain_meaning": "A file that can be mirrored publicly without raw gated content.",
+      "project_usage": "Metrics, JSON summaries, model cards, figures, derived manifests, and approved lightweight weights/adapters.",
+      "do_not_confuse_with": "Raw dataset redistribution.",
+      "primary_files": ["ARTIFACT_GUIDE.md", "docs/data/artifact_index.json"]
+    },
+    {
+      "term": "Episode",
+      "category": "files_features",
+      "plain_meaning": "One recorded interaction sequence.",
+      "project_usage": "The basic source unit behind windows, labels, and train/val/test splits.",
+      "do_not_confuse_with": "A 20-frame window.",
+      "primary_files": ["docs/data/raw_sample_files.json", "docs/data/xperience10m_128_episode_feature_index.json"]
+    },
+    {
+      "term": "20-frame window",
+      "category": "files_features",
+      "plain_meaning": "A fixed short clip slice.",
+      "project_usage": "The sample episode is converted into aligned 20-frame units for features, labels, and many task heads.",
+      "do_not_confuse_with": "A full episode or arbitrary video segment.",
+      "primary_files": ["results/episode_task_suite/windows.csv", "EVALUATION_PROTOCOL.md"]
+    },
+    {
+      "term": "Feature manifest",
+      "category": "files_features",
+      "plain_meaning": "A map from model-input columns to source modalities.",
+      "project_usage": "Explains feature groups and dimensions for the sample task suite.",
+      "do_not_confuse_with": "The raw annotation file.",
+      "primary_files": ["results/episode_task_suite/feature_manifest.json"]
+    },
+    {
+      "term": "annotation.hdf5",
+      "category": "files_features",
+      "plain_meaning": "Upstream annotation container for the sample.",
+      "project_usage": "Contains original labels/metadata; some public derived files expose processed features instead of every raw text field.",
+      "do_not_confuse_with": "Task result summaries.",
+      "primary_files": ["docs/data/raw_sample_files.json"]
+    },
+    {
+      "term": "Interaction text",
+      "category": "files_features",
+      "plain_meaning": "Natural-language interaction/caption content.",
+      "project_usage": "Used by task 15 and some derived text features; public matrices record direct or compact-proxy status.",
+      "do_not_confuse_with": "Numeric action ids or subtask ids.",
+      "primary_files": ["TASK_SUITE_20.md", "docs/data/task_method_20_result_matrix.json"]
+    },
+    {
+      "term": "Modality",
+      "category": "files_features",
+      "plain_meaning": "A type of signal.",
+      "project_usage": "Video, audio, depth, pose/SLAM, motion capture, inertial, calibration, and language-derived signals.",
+      "do_not_confuse_with": "A task target.",
+      "primary_files": ["docs/data/modality_atlas.json", "results/episode_task_suite/feature_manifest.json"]
+    },
+    {
+      "term": "Task contract",
+      "category": "tasks_metrics",
+      "plain_meaning": "The definition of one benchmark task.",
+      "project_usage": "Includes input, target/output, metric, split, source artifact, and limitation.",
+      "do_not_confuse_with": "A model architecture.",
+      "primary_files": ["TASK_SUITE_20.md", "docs/data/task_suite_20.json"]
+    },
+    {
+      "term": "Unified 20-task suite",
+      "category": "tasks_metrics",
+      "plain_meaning": "The current task surface.",
+      "project_usage": "Tasks 1-12 plus tasks 13-20 are presented together and scored across methods where real artifacts exist.",
+      "do_not_confuse_with": "The historical tier-2 label.",
+      "primary_files": ["TASK_SUITE_20.md", "docs/data/task_suite_20.json"]
+    },
+    {
+      "term": "Task-method record",
+      "category": "tasks_metrics",
+      "plain_meaning": "One method evaluated on one task.",
+      "project_usage": "9 methods x 20 tasks gives 180 public result records.",
+      "do_not_confuse_with": "A single prediction row.",
+      "primary_files": ["TASK_METHOD_20_RESULT_MATRIX.md", "docs/data/task_method_20_result_matrix.json"]
+    },
+    {
+      "term": "Direct score",
+      "category": "tasks_metrics",
+      "plain_meaning": "A metric computed against the task target directly.",
+      "project_usage": "The preferred score type in the 20-task matrix.",
+      "do_not_confuse_with": "Compact-proxy score.",
+      "primary_files": ["TASK_METHOD_20_GAP_AUDIT.md", "docs/data/task_method_20_gap_audit.json"]
+    },
+    {
+      "term": "Compact-proxy score",
+      "category": "tasks_metrics",
+      "plain_meaning": "A bounded proxy metric when a direct raw target is not publicly available.",
+      "project_usage": "Kept explicit in the matrix and gap audit so readers do not over-read it.",
+      "do_not_confuse_with": "A direct target measurement.",
+      "primary_files": ["TASK_METHOD_20_GAP_AUDIT.md", "docs/data/task_method_20_gap_audit.json"]
+    },
+    {
+      "term": "Gap audit",
+      "category": "tasks_metrics",
+      "plain_meaning": "A coverage and source-status audit.",
+      "project_usage": "Explains scored, proxy, and unsupported cells.",
+      "do_not_confuse_with": "A performance leaderboard.",
+      "primary_files": ["TASK_METHOD_20_GAP_AUDIT.md", "docs/data/task_method_20_gap_audit.json"]
+    },
+    {
+      "term": "Leakage control",
+      "category": "tasks_metrics",
+      "plain_meaning": "A split or feature rule that prevents using target information unfairly.",
+      "project_usage": "Chronological splits, held-out splits, and source audits protect task interpretation.",
+      "do_not_confuse_with": "Lower training accuracy.",
+      "primary_files": ["EVALUATION_PROTOCOL.md", "docs/data/evaluation_protocol.json"]
+    },
+    {
+      "term": "Minimal baseline",
+      "category": "models_runs",
+      "plain_meaning": "A simple non-neural task head.",
+      "project_usage": "Provides a reproducible lower-complexity comparison for task feasibility.",
+      "do_not_confuse_with": "Metadata-only selected-128 baseline family.",
+      "primary_files": ["RESEARCH_TAKEAWAYS.md", "docs/data/task_method_20_result_matrix.json"]
+    },
+    {
+      "term": "Neural MLP",
+      "category": "models_runs",
+      "plain_meaning": "A compact neural task head.",
+      "project_usage": "Used for single-episode and selected-128 baseline comparisons.",
+      "do_not_confuse_with": "Foundation-model fine-tuning.",
+      "primary_files": ["results/episode_task_suite/neural_mlp/", "docs/data/task_method_20_result_matrix.json"]
+    },
+    {
+      "term": "Qwen3-Omni",
+      "category": "models_runs",
+      "plain_meaning": "The multimodal foundation-model family used for the Qwen branch.",
+      "project_usage": "The current public 20-task Qwen row is Qwen3-Omni v6 LoRA plus task-specific probes.",
+      "do_not_confuse_with": "Cosmos3 or single-episode task-head baselines.",
+      "primary_files": ["QWEN3_OMNI_RUN_LINEAGE.md", "docs/data/qwen3_omni_run_lineage.json"]
+    },
+    {
+      "term": "Qwen v1-v6",
+      "category": "models_runs",
+      "plain_meaning": "The Qwen3-Omni run lineage.",
+      "project_usage": "v1-v4 are earlier pipeline/ablation evidence, v5 is the prior pinned release, and v6 is the current public 20-task row.",
+      "do_not_confuse_with": "Six different evidence lines.",
+      "primary_files": ["QWEN3_OMNI_RUN_LINEAGE.md", "docs/data/qwen3_omni_run_lineage.json"]
+    },
+    {
+      "term": "Cosmos3-Super",
+      "category": "models_runs",
+      "plain_meaning": "The larger Cosmos3-style branch tracked in this project.",
+      "project_usage": "Published as Reasoner diagnostics and a separate forward-dynamics LoRA adapter/result branch when verified.",
+      "do_not_confuse_with": "Cosmos3-Nano.",
+      "primary_files": ["docs/data/omni_model_comparison.json"]
+    },
+    {
+      "term": "Cosmos3-Nano",
+      "category": "models_runs",
+      "plain_meaning": "A smaller Cosmos3 compatibility/future-window branch.",
+      "project_usage": "Used for the Nano Future Window row and related diagnostics.",
+      "do_not_confuse_with": "Cosmos3-Super fine-tuned adapter.",
+      "primary_files": ["docs/data/omni_model_comparison.json"]
+    },
+    {
+      "term": "LoRA adapter",
+      "category": "models_runs",
+      "plain_meaning": "A lightweight set of trainable adapter weights.",
+      "project_usage": "Published only when the package is verified and public-safe.",
+      "do_not_confuse_with": "Full base-model weights.",
+      "primary_files": ["OMNI_MODEL_EXTENSION_CONTRACT.md", "docs/data/omni_model_comparison.json"]
+    },
+    {
+      "term": "Full-parameter fine-tuning",
+      "category": "models_runs",
+      "plain_meaning": "Updating the whole model rather than only adapters.",
+      "project_usage": "This project records feasibility gates and short pilots, but does not publish full checkpoints.",
+      "do_not_confuse_with": "LoRA adapter publication.",
+      "primary_files": ["docs/data/qwen3_full_parameter_gates.json"]
+    },
+    {
+      "term": "Foundation pipeline",
+      "category": "models_runs",
+      "plain_meaning": "A high-level training direction.",
+      "project_usage": "Spatial intelligence, human-video world modeling, and vision-language-action are documented as trainable directions with task mappings.",
+      "do_not_confuse_with": "A completed public result row.",
+      "primary_files": ["THREE_FOUNDATION_PIPELINES.md", "docs/data/three_foundation_pipelines.json"]
+    },
+    {
+      "term": "Spatial intelligence",
+      "category": "models_runs",
+      "plain_meaning": "Learning geometry and spatial reasoning from egocentric data.",
+      "project_usage": "Uses video, depth, camera pose, and language tasks to target 3D/space reasoning.",
+      "do_not_confuse_with": "World-model future prediction.",
+      "primary_files": ["THREE_FOUNDATION_PIPELINES.md", "docs/data/three_foundation_pipelines.json"]
+    },
+    {
+      "term": "Human-video world model",
+      "category": "models_runs",
+      "plain_meaning": "Learning future frames, actions, and interaction dynamics from human video.",
+      "project_usage": "Uses temporal prediction, next-action, transition, and object-forecast tasks.",
+      "do_not_confuse_with": "Robot policy execution.",
+      "primary_files": ["THREE_FOUNDATION_PIPELINES.md", "docs/data/three_foundation_pipelines.json"]
+    },
+    {
+      "term": "Vision-language-action",
+      "category": "models_runs",
+      "plain_meaning": "Mapping perception and language to action chunks.",
+      "project_usage": "A future policy/VLA direction that needs action-target conversion and stronger policy packaging.",
+      "do_not_confuse_with": "Qwen3-Omni diagnostic scoring.",
+      "primary_files": ["THREE_FOUNDATION_PIPELINES.md", "docs/data/three_foundation_pipelines.json"]
+    },
+    {
+      "term": "HF Space",
+      "category": "public_surfaces",
+      "plain_meaning": "Hugging Face-hosted app/site surface.",
+      "project_usage": "Mirrors the dashboard and static website assets.",
+      "do_not_confuse_with": "HF artifact dataset or model repo.",
+      "primary_files": ["PUBLIC_READER_MAP.md", "docs/data/public_reader_map.json"]
+    },
+    {
+      "term": "HF artifact dataset",
+      "category": "public_surfaces",
+      "plain_meaning": "Hugging Face dataset repo for derived evidence.",
+      "project_usage": "Stores public-safe reports, metrics, website JSON, and sanitized result packages.",
+      "do_not_confuse_with": "Original Xperience-10M dataset.",
+      "primary_files": ["ARTIFACT_GUIDE.md", "docs/data/artifact_index.json"]
+    },
+    {
+      "term": "HF baseline model repo",
+      "category": "public_surfaces",
+      "plain_meaning": "Hugging Face model repo for lightweight baseline artifacts.",
+      "project_usage": "Mirrors baseline weights, figures, metrics, and task artifacts.",
+      "do_not_confuse_with": "Qwen/Cosmos adapter-specific repos.",
+      "primary_files": ["PUBLIC_READER_MAP.md", "docs/data/public_reader_map.json"]
+    },
+    {
+      "term": "Mirror parity",
+      "category": "public_surfaces",
+      "plain_meaning": "A check that public copies match the source files.",
+      "project_usage": "Records whether GitHub, website, and HF mirrors agree.",
+      "do_not_confuse_with": "A model-quality metric.",
+      "primary_files": ["docs/data/mirror_parity.json"]
+    },
+    {
+      "term": "Verified package",
+      "category": "public_surfaces",
+      "plain_meaning": "A result or artifact bundle that passed local/public validators.",
+      "project_usage": "Only verified packages are promoted to README, website, and HF surfaces as public evidence.",
+      "do_not_confuse_with": "A running or exploratory experiment.",
+      "primary_files": ["docs/data/publication_audit.json", "PUBLIC_SURFACE_QA.md"]
+    }
+  ],
+  "file_entry_points": [
+    {
+      "need": "Reader navigation",
+      "files": ["PUBLIC_READER_MAP.md", "docs/data/public_reader_map.json"]
+    },
+    {
+      "need": "Task definitions",
+      "files": ["TASK_SUITE_20.md", "docs/data/task_suite_20.json"]
+    },
+    {
+      "need": "Result matrix",
+      "files": ["TASK_METHOD_20_RESULT_MATRIX.md", "docs/data/task_method_20_result_matrix.json"]
+    },
+    {
+      "need": "Direct/proxy status",
+      "files": ["TASK_METHOD_20_GAP_AUDIT.md", "docs/data/task_method_20_gap_audit.json"]
+    },
+    {
+      "need": "Qwen lineage",
+      "files": ["QWEN3_OMNI_RUN_LINEAGE.md", "docs/data/qwen3_omni_run_lineage.json"]
+    },
+    {
+      "need": "128-episode source/features",
+      "files": ["XPERIENCE10M_128_EPISODE_FEATURE_INDEX.md", "docs/data/xperience10m_128_episode_feature_index.json"]
+    },
+    {
+      "need": "Public mirrors",
+      "files": ["PUBLIC_SURFACE_QA.md", "docs/data/mirror_parity.json", "docs/data/live_publication_status.json"]
+    }
+  ]
+}

data/public_reader_map.json

@@ -18,6 +18,11 @@
       "start_here": "GitHub Pages dashboard or Hugging Face Space",
       "then_inspect": ["docs/index.html", "docs/data/project_packet.json"]
     },
+    {
+      "reader_goal": "Decode project terminology",
+      "start_here": "GLOSSARY.md",
+      "then_inspect": ["docs/data/glossary.json", "Homepage Glossary section"]
+    },
     {
       "reader_goal": "Understand the data unit",
       "start_here": "results/episode_task_suite/windows.csv",
@@ -113,6 +118,7 @@
   ],
   "evidence_views": [
     "Dataset/source boundary",
+    "Glossary",
     "Data contract",
     "Task suite",
     "Results by Line 1 and Line 2",

data/public_surface_qa.json

@@ -1,7 +1,7 @@
 {
   "title": "Ropedia Xperience-10M Public Project Surface",
   "status": "pass",
-  "generated_at_utc": "2026-06-21T12:59:30+00:00",
+  "generated_at_utc": "2026-06-21T13:35:50+00:00",
   "scope": "Repo README, GitHub Pages HTML, Hugging Face Space card, artifact dataset card, and model card.",
   "checks": [
     {
@@ -18,7 +18,7 @@
         "website_integrity": {
           "exists": true,
           "status": "pass",
-          "generated_at_utc": "2026-06-21T12:58:22+00:00"
+          "generated_at_utc": "2026-06-21T13:32:48+00:00"
         },
         "rendered_site_check": {
           "exists": true,
@@ -28,27 +28,27 @@
         "task_surface_integrity": {
           "exists": true,
           "status": "pass",
-          "generated_at_utc": "2026-06-21T12:56:44+00:00"
+          "generated_at_utc": "2026-06-21T13:32:47+00:00"
         },
         "source_alignment": {
           "exists": true,
           "status": "pass",
-          "generated_at_utc": "2026-06-21T12:54:50+00:00"
+          "generated_at_utc": "2026-06-21T13:32:47+00:00"
         },
         "scale_up_status": {
           "exists": true,
           "status": "pass",
-          "generated_at_utc": "2026-06-21T12:54:55+00:00"
+          "generated_at_utc": "2026-06-21T13:32:50+00:00"
         },
         "publication_package": {
           "exists": true,
           "status": "pass",
-          "generated_at_utc": "2026-06-21T12:58:43+00:00"
+          "generated_at_utc": "2026-06-21T13:34:02+00:00"
         },
         "mirror_parity": {
           "exists": true,
           "status": "pass",
-          "generated_at_utc": "2026-06-21T12:56:30+00:00"
+          "generated_at_utc": "2026-06-21T13:35:37+00:00"
         }
       },
       "failures": {}
@@ -76,7 +76,7 @@
       "marker_counts": {
         "role=\"tablist\"": 3,
         "role=\"tab\"": 10,
-        "role=\"tabpanel\"": 27,
+        "role=\"tabpanel\"": 28,
         "aria-selected": 13,
         "aria-controls": 11,
         "moveProjectTabFocus": 2,
@@ -96,9 +96,9 @@
       "reason": "Public copy should consistently present the project as Ropedia Xperience-10M, with the Qwen3-Omni scale-up status.",
       "marker_counts": {
         "Ropedia Xperience-10M Task Suite": 20,
-        "Xperience-10M": 166,
-        "20-task": 89,
-        "Qwen3-Omni": 242,
+        "Xperience-10M": 167,
+        "20-task": 90,
+        "Qwen3-Omni": 245,
         "128-episode pilot": 1
       }
     },
@@ -107,7 +107,7 @@
       "status": "pass",
       "reason": "Public cards should link the repo, Space, artifacts, model baselines, upstream dataset, and Ropedia dataset page.",
       "marker_counts": {
-        "https://github.com/ChaoYue0307/ropedia-xperience-10m-task-suite": 87,
+        "https://github.com/ChaoYue0307/ropedia-xperience-10m-task-suite": 91,
         "https://huggingface.co/spaces/cy0307/ropedia-xperience-10m-task-suite": 11,
         "https://huggingface.co/datasets/cy0307/ropedia-xperience-10m-task-suite-artifacts": 11,
         "https://huggingface.co/cy0307/ropedia-xperience-10m-task-baselines": 14,
@@ -138,7 +138,7 @@
         "data/single_episode_task_model_radar.json": 17,
         "data/episode128_task_model_radar.json": 16,
         "data/task_method_20_result_matrix.json": 24,
-        "data/task_method_20_gap_audit.json": 22,
+        "data/task_method_20_gap_audit.json": 23,
         "data/language_versions.json": 3,
         "assets/charts/two_evidence_line_map.svg": 5,
         "assets/charts/unified_task_model_radar.svg": 17,
@@ -152,11 +152,21 @@
       "status": "pass",
       "reason": "The public surfaces should expose the shared reader map in both Markdown and JSON form.",
       "marker_counts": {
-        "PUBLIC_READER_MAP.md": 18,
+        "PUBLIC_READER_MAP.md": 19,
         "docs/data/public_reader_map.json": 14,
         "data/public_reader_map.json": 17
       }
     },
+    {
+      "name": "public_glossary_is_exposed",
+      "status": "pass",
+      "reason": "The public surfaces should expose terminology definitions in Markdown, JSON, and the homepage.",
+      "marker_counts": {
+        "GLOSSARY.md": 18,
+        "docs/data/glossary.json": 12,
+        "data/glossary.json": 16
+      }
+    },
     {
       "name": "multilingual_readmes_are_exposed",
       "status": "pass",

data/rendered_site_check.json

@@ -1,7 +1,7 @@
 {
   "title": "Ropedia Xperience-10M Rendered Website Check",
   "status": "pass",
-  "generated_at_utc": "2026-06-20T21:34:06+00:00",
+  "generated_at_utc": "2026-06-21T13:36:03+00:00",
   "flow": "load current docs server -> open #walkthroughs deep link -> click Next -> click Process story chapter",
   "checked_at_local": "2026-06-03T01:32:46.099Z",
   "screenshot_path": "/tmp/xperience_site_walkthrough_fresh.png",

data/task_surface_integrity.json

@@ -1,6 +1,6 @@
 {
   "status": "pass",
-  "generated_at_utc": "2026-06-21T12:56:44+00:00",
+  "generated_at_utc": "2026-06-21T13:32:47+00:00",
   "summary": {
     "original_walkthrough_task_count": 12,
     "expected_original_walkthrough_task_count": 12,

data/website_integrity.json

@@ -1,13 +1,13 @@
 {
   "status": "pass",
-  "generated_at_utc": "2026-06-21T12:58:22+00:00",
+  "generated_at_utc": "2026-06-21T13:32:48+00:00",
   "docs_root": "docs",
   "site_base": "/ropedia-xperience-10m-task-suite/",
   "summary": {
     "html_pages": 4,
-    "local_references": 247,
-    "external_reference_count": 153,
-    "json_files": 54,
+    "local_references": 254,
+    "external_reference_count": 157,
+    "json_files": 55,
     "image_assets_referenced": 29,
     "failure_count": 0
   },
@@ -30,7 +30,7 @@
       "name": "project_sections_are_assigned_to_tabs",
       "status": "pass",
       "reason": "Every major research section should be assigned to a tab group.",
-      "section_count": 23
+      "section_count": 24
     },
     {
       "name": "project_hash_router_preserves_deep_links",
@@ -58,8 +58,8 @@
       "name": "project_sections_are_labeled_tabpanels",
       "status": "pass",
       "reason": "Every tabbed research section should expose a labeled panel role.",
-      "panel_count": 27,
-      "labeled_panel_count": 23
+      "panel_count": 28,
+      "labeled_panel_count": 24
     },
     {
       "name": "project_tabs_update_selected_state",
@@ -80,8 +80,8 @@
       "name": "project_overview_precedes_progress_ledger",
       "status": "pass",
       "reason": "The project overview should appear before the deeper progress ledger.",
-      "overview_index": 119024,
-      "evidence_index": 164298
+      "overview_index": 121816,
+      "evidence_index": 167676
     },
     {
       "name": "project_status_links_json",
@@ -159,9 +159,9 @@
       "name": "evaluation_protocol_between_overview_and_progress",
       "status": "pass",
       "reason": "The evaluation protocol should appear before the deeper evidence ledger.",
-      "overview_index": 119024,
-      "protocol_index": 160486,
-      "evidence_index": 164298
+      "overview_index": 121816,
+      "protocol_index": 163864,
+      "evidence_index": 167676
     },
     {
       "name": "evaluation_protocol_links_json",
@@ -276,8 +276,8 @@
     },
     {
       "path": "index.html",
-      "id_count": 95,
-      "reference_count": 219,
+      "id_count": 96,
+      "reference_count": 226,
       "image_count": 35
     },
     {
@@ -301,7 +301,7 @@
     },
     {
       "path": "data/artifact_index.json",
-      "bytes": 123419,
+      "bytes": 124252,
       "top_level_type": "dict"
     },
     {
@@ -339,6 +339,11 @@
       "bytes": 13925,
       "top_level_type": "dict"
     },
+    {
+      "path": "data/glossary.json",
+      "bytes": 17321,
+      "top_level_type": "dict"
+    },
     {
       "path": "data/language_versions.json",
       "bytes": 1762,
@@ -391,7 +396,7 @@
     },
     {
       "path": "data/public_reader_map.json",
-      "bytes": 6757,
+      "bytes": 6951,
       "top_level_type": "dict"
     },
     {

docs/data/mirror_parity.json

@@ -1,9 +1,9 @@
 {
   "status": "pass",
-  "generated_at_utc": "2026-06-21T12:56:30+00:00",
+  "generated_at_utc": "2026-06-21T13:36:59+00:00",
   "hf_root": "hf_publish",
   "summary": {
-    "group_count": 1256,
+    "group_count": 1258,
     "failure_count": 0,
     "failures_by_surface": {}
   },
@@ -138,45 +138,45 @@
       "local": {
         "path": "repo:docs/data/artifact_index.json",
         "exists": true,
-        "bytes": 123419,
-        "sha256": "5f293b63a18598b693465cb2bd1b94768d7c13ead369d70f9a183be57e567c6d"
+        "bytes": 124252,
+        "sha256": "04437fb7fe06f18786a9489f530cc81050b751a521e2b351dbf3ee4ce649b44b"
       },
       "mirrors": {
         "hf_space": {
           "path": "hf_space:data/artifact_index.json",
           "exists": true,
-          "bytes": 123419,
-          "sha256": "5f293b63a18598b693465cb2bd1b94768d7c13ead369d70f9a183be57e567c6d"
+          "bytes": 124252,
+          "sha256": "04437fb7fe06f18786a9489f530cc81050b751a521e2b351dbf3ee4ce649b44b"
         },
         "hf_artifacts_data": {
           "path": "hf_artifacts:data/artifact_index.json",
           "exists": true,
-          "bytes": 123419,
-          "sha256": "5f293b63a18598b693465cb2bd1b94768d7c13ead369d70f9a183be57e567c6d"
+          "bytes": 124252,
+          "sha256": "04437fb7fe06f18786a9489f530cc81050b751a521e2b351dbf3ee4ce649b44b"
         },
         "hf_artifacts": {
           "path": "hf_artifacts:docs/data/artifact_index.json",
           "exists": true,
-          "bytes": 123419,
-          "sha256": "5f293b63a18598b693465cb2bd1b94768d7c13ead369d70f9a183be57e567c6d"
+          "bytes": 124252,
+          "sha256": "04437fb7fe06f18786a9489f530cc81050b751a521e2b351dbf3ee4ce649b44b"
         },
         "hf_model_data": {
           "path": "hf_model:data/artifact_index.json",
           "exists": true,
-          "bytes": 123419,
-          "sha256": "5f293b63a18598b693465cb2bd1b94768d7c13ead369d70f9a183be57e567c6d"
+          "bytes": 124252,
+          "sha256": "04437fb7fe06f18786a9489f530cc81050b751a521e2b351dbf3ee4ce649b44b"
         },
         "hf_model_docs_data": {
           "path": "hf_model:docs/data/artifact_index.json",
           "exists": true,
-          "bytes": 123419,
-          "sha256": "5f293b63a18598b693465cb2bd1b94768d7c13ead369d70f9a183be57e567c6d"
+          "bytes": 124252,
+          "sha256": "04437fb7fe06f18786a9489f530cc81050b751a521e2b351dbf3ee4ce649b44b"
         },
         "hf_model": {
           "path": "hf_model:metrics/artifact_index.json",
           "exists": true,
-          "bytes": 123419,
-          "sha256": "5f293b63a18598b693465cb2bd1b94768d7c13ead369d70f9a183be57e567c6d"
+          "bytes": 124252,
+          "sha256": "04437fb7fe06f18786a9489f530cc81050b751a521e2b351dbf3ee4ce649b44b"
         }
       },
       "failures": []
@@ -426,6 +426,55 @@
       },
       "failures": []
     },
+    {
+      "name": "data/glossary.json",
+      "status": "pass",
+      "local": {
+        "path": "repo:docs/data/glossary.json",
+        "exists": true,
+        "bytes": 17321,
+        "sha256": "9aedc1f34704eb6c5e1c66656a5df85616a029ecbb3d1119d7aed413d5de7945"
+      },
+      "mirrors": {
+        "hf_space": {
+          "path": "hf_space:data/glossary.json",
+          "exists": true,
+          "bytes": 17321,
+          "sha256": "9aedc1f34704eb6c5e1c66656a5df85616a029ecbb3d1119d7aed413d5de7945"
+        },
+        "hf_artifacts_data": {
+          "path": "hf_artifacts:data/glossary.json",
+          "exists": true,
+          "bytes": 17321,
+          "sha256": "9aedc1f34704eb6c5e1c66656a5df85616a029ecbb3d1119d7aed413d5de7945"
+        },
+        "hf_artifacts": {
+          "path": "hf_artifacts:docs/data/glossary.json",
+          "exists": true,
+          "bytes": 17321,
+          "sha256": "9aedc1f34704eb6c5e1c66656a5df85616a029ecbb3d1119d7aed413d5de7945"
+        },
+        "hf_model_data": {
+          "path": "hf_model:data/glossary.json",
+          "exists": true,
+          "bytes": 17321,
+          "sha256": "9aedc1f34704eb6c5e1c66656a5df85616a029ecbb3d1119d7aed413d5de7945"
+        },
+        "hf_model_docs_data": {
+          "path": "hf_model:docs/data/glossary.json",
+          "exists": true,
+          "bytes": 17321,
+          "sha256": "9aedc1f34704eb6c5e1c66656a5df85616a029ecbb3d1119d7aed413d5de7945"
+        },
+        "hf_model": {
+          "path": "hf_model:metrics/glossary.json",
+          "exists": true,
+          "bytes": 17321,
+          "sha256": "9aedc1f34704eb6c5e1c66656a5df85616a029ecbb3d1119d7aed413d5de7945"
+        }
+      },
+      "failures": []
+    },
     {
       "name": "data/live_publication_status.json",
       "status": "pass",
@@ -824,45 +873,45 @@
       "local": {
         "path": "repo:docs/data/public_reader_map.json",
         "exists": true,
-        "bytes": 6757,
-        "sha256": "b08deaeaeeb19e8522966e85076250724541370a30d487b67272fd544f0398fc"
+        "bytes": 6951,
+        "sha256": "4d166eed1e19f029494ed879aa5774d678a5da7a3607468349ec4bbf23527f4b"
       },
       "mirrors": {
         "hf_space": {
           "path": "hf_space:data/public_reader_map.json",
           "exists": true,
-          "bytes": 6757,
-          "sha256": "b08deaeaeeb19e8522966e85076250724541370a30d487b67272fd544f0398fc"
+          "bytes": 6951,
+          "sha256": "4d166eed1e19f029494ed879aa5774d678a5da7a3607468349ec4bbf23527f4b"
         },
         "hf_artifacts_data": {
           "path": "hf_artifacts:data/public_reader_map.json",
           "exists": true,
-          "bytes": 6757,
-          "sha256": "b08deaeaeeb19e8522966e85076250724541370a30d487b67272fd544f0398fc"
+          "bytes": 6951,
+          "sha256": "4d166eed1e19f029494ed879aa5774d678a5da7a3607468349ec4bbf23527f4b"
         },
         "hf_artifacts": {
           "path": "hf_artifacts:docs/data/public_reader_map.json",
           "exists": true,
-          "bytes": 6757,
-          "sha256": "b08deaeaeeb19e8522966e85076250724541370a30d487b67272fd544f0398fc"
+          "bytes": 6951,
+          "sha256": "4d166eed1e19f029494ed879aa5774d678a5da7a3607468349ec4bbf23527f4b"
         },
         "hf_model_data": {
           "path": "hf_model:data/public_reader_map.json",
           "exists": true,
-          "bytes": 6757,
-          "sha256": "b08deaeaeeb19e8522966e85076250724541370a30d487b67272fd544f0398fc"
+          "bytes": 6951,
+          "sha256": "4d166eed1e19f029494ed879aa5774d678a5da7a3607468349ec4bbf23527f4b"
         },
         "hf_model_docs_data": {
           "path": "hf_model:docs/data/public_reader_map.json",
           "exists": true,
-          "bytes": 6757,
-          "sha256": "b08deaeaeeb19e8522966e85076250724541370a30d487b67272fd544f0398fc"
+          "bytes": 6951,
+          "sha256": "4d166eed1e19f029494ed879aa5774d678a5da7a3607468349ec4bbf23527f4b"
         },
         "hf_model": {
           "path": "hf_model:metrics/public_reader_map.json",
           "exists": true,
-          "bytes": 6757,
-          "sha256": "b08deaeaeeb19e8522966e85076250724541370a30d487b67272fd544f0398fc"
+          "bytes": 6951,
+          "sha256": "4d166eed1e19f029494ed879aa5774d678a5da7a3607468349ec4bbf23527f4b"
         }
       },
       "failures": []
@@ -922,45 +971,45 @@
       "local": {
         "path": "repo:docs/data/publication_audit.json",
         "exists": true,
-        "bytes": 10877,
-        "sha256": "4b4ddd4c22a4df187b459bd294a1022aaa537ad6c7a11a4eabcf43e7ce9112e0"
+        "bytes": 10939,
+        "sha256": "6b027a44ac2b2b95b2181e6629bbb87e7264450b6c44f86fad3dd6180849c402"
       },
       "mirrors": {
         "hf_space": {
           "path": "hf_space:data/publication_audit.json",
           "exists": true,
-          "bytes": 10877,
-          "sha256": "4b4ddd4c22a4df187b459bd294a1022aaa537ad6c7a11a4eabcf43e7ce9112e0"
+          "bytes": 10939,
+          "sha256": "6b027a44ac2b2b95b2181e6629bbb87e7264450b6c44f86fad3dd6180849c402"
         },
         "hf_artifacts_data": {
           "path": "hf_artifacts:data/publication_audit.json",
           "exists": true,
-          "bytes": 10877,
-          "sha256": "4b4ddd4c22a4df187b459bd294a1022aaa537ad6c7a11a4eabcf43e7ce9112e0"
+          "bytes": 10939,
+          "sha256": "6b027a44ac2b2b95b2181e6629bbb87e7264450b6c44f86fad3dd6180849c402"
         },
         "hf_artifacts": {
           "path": "hf_artifacts:docs/data/publication_audit.json",
           "exists": true,
-          "bytes": 10877,
-          "sha256": "4b4ddd4c22a4df187b459bd294a1022aaa537ad6c7a11a4eabcf43e7ce9112e0"
+          "bytes": 10939,
+          "sha256": "6b027a44ac2b2b95b2181e6629bbb87e7264450b6c44f86fad3dd6180849c402"
         },
         "hf_model_data": {
           "path": "hf_model:data/publication_audit.json",
           "exists": true,
-          "bytes": 10877,
-          "sha256": "4b4ddd4c22a4df187b459bd294a1022aaa537ad6c7a11a4eabcf43e7ce9112e0"
+          "bytes": 10939,
+          "sha256": "6b027a44ac2b2b95b2181e6629bbb87e7264450b6c44f86fad3dd6180849c402"
         },
         "hf_model_docs_data": {
           "path": "hf_model:docs/data/publication_audit.json",
           "exists": true,
-          "bytes": 10877,
-          "sha256": "4b4ddd4c22a4df187b459bd294a1022aaa537ad6c7a11a4eabcf43e7ce9112e0"
+          "bytes": 10939,
+          "sha256": "6b027a44ac2b2b95b2181e6629bbb87e7264450b6c44f86fad3dd6180849c402"
         },
         "hf_model": {
           "path": "hf_model:metrics/publication_audit.json",
           "exists": true,
-          "bytes": 10877,
-          "sha256": "4b4ddd4c22a4df187b459bd294a1022aaa537ad6c7a11a4eabcf43e7ce9112e0"
+          "bytes": 10939,
+          "sha256": "6b027a44ac2b2b95b2181e6629bbb87e7264450b6c44f86fad3dd6180849c402"
         }
       },
       "failures": []
@@ -971,45 +1020,45 @@
       "local": {
         "path": "repo:docs/data/public_surface_qa.json",
         "exists": true,
-        "bytes": 7363,
-        "sha256": "93a5ed8387e509202790f3003a6d74a2279731f32b0f920a3d7fde343ad1a3ea"
+        "bytes": 7690,
+        "sha256": "0dd9cda3a817b658403f0f8460da2a6cbbb37ce2936a2fa51687daeee0e6e267"
       },
       "mirrors": {
         "hf_space": {
           "path": "hf_space:data/public_surface_qa.json",
           "exists": true,
-          "bytes": 7363,
-          "sha256": "93a5ed8387e509202790f3003a6d74a2279731f32b0f920a3d7fde343ad1a3ea"
+          "bytes": 7690,
+          "sha256": "0dd9cda3a817b658403f0f8460da2a6cbbb37ce2936a2fa51687daeee0e6e267"
         },
         "hf_artifacts_data": {
           "path": "hf_artifacts:data/public_surface_qa.json",
           "exists": true,
-          "bytes": 7363,
-          "sha256": "93a5ed8387e509202790f3003a6d74a2279731f32b0f920a3d7fde343ad1a3ea"
+          "bytes": 7690,
+          "sha256": "0dd9cda3a817b658403f0f8460da2a6cbbb37ce2936a2fa51687daeee0e6e267"
         },
         "hf_artifacts": {
           "path": "hf_artifacts:docs/data/public_surface_qa.json",
           "exists": true,
-          "bytes": 7363,
-          "sha256": "93a5ed8387e509202790f3003a6d74a2279731f32b0f920a3d7fde343ad1a3ea"
+          "bytes": 7690,
+          "sha256": "0dd9cda3a817b658403f0f8460da2a6cbbb37ce2936a2fa51687daeee0e6e267"
         },
         "hf_model_data": {
           "path": "hf_model:data/public_surface_qa.json",
           "exists": true,
-          "bytes": 7363,
-          "sha256": "93a5ed8387e509202790f3003a6d74a2279731f32b0f920a3d7fde343ad1a3ea"
+          "bytes": 7690,
+          "sha256": "0dd9cda3a817b658403f0f8460da2a6cbbb37ce2936a2fa51687daeee0e6e267"
         },
         "hf_model_docs_data": {
           "path": "hf_model:docs/data/public_surface_qa.json",
           "exists": true,
-          "bytes": 7363,
-          "sha256": "93a5ed8387e509202790f3003a6d74a2279731f32b0f920a3d7fde343ad1a3ea"
+          "bytes": 7690,
+          "sha256": "0dd9cda3a817b658403f0f8460da2a6cbbb37ce2936a2fa51687daeee0e6e267"
         },
         "hf_model": {
           "path": "hf_model:metrics/public_surface_qa.json",
           "exists": true,
-          "bytes": 7363,
-          "sha256": "93a5ed8387e509202790f3003a6d74a2279731f32b0f920a3d7fde343ad1a3ea"
+          "bytes": 7690,
+          "sha256": "0dd9cda3a817b658403f0f8460da2a6cbbb37ce2936a2fa51687daeee0e6e267"
         }
       },
       "failures": []
@@ -1168,44 +1217,44 @@
         "path": "repo:docs/data/quality_gates.json",
         "exists": true,
         "bytes": 8640,
-        "sha256": "55a3205414cac47c20720694ce5965b3fd270c0060d488b59f4217d3e794f0fa"
+        "sha256": "c7dd0840643bb005cf4ec11d25d19a2a44c55368da7c7d2f612a0d1dbe1168e6"
       },
       "mirrors": {
         "hf_space": {
           "path": "hf_space:data/quality_gates.json",
           "exists": true,
           "bytes": 8640,
-          "sha256": "55a3205414cac47c20720694ce5965b3fd270c0060d488b59f4217d3e794f0fa"
+          "sha256": "c7dd0840643bb005cf4ec11d25d19a2a44c55368da7c7d2f612a0d1dbe1168e6"
         },
         "hf_artifacts_data": {
           "path": "hf_artifacts:data/quality_gates.json",
           "exists": true,
           "bytes": 8640,
-          "sha256": "55a3205414cac47c20720694ce5965b3fd270c0060d488b59f4217d3e794f0fa"
+          "sha256": "c7dd0840643bb005cf4ec11d25d19a2a44c55368da7c7d2f612a0d1dbe1168e6"
         },
         "hf_artifacts": {
           "path": "hf_artifacts:docs/data/quality_gates.json",
           "exists": true,
           "bytes": 8640,
-          "sha256": "55a3205414cac47c20720694ce5965b3fd270c0060d488b59f4217d3e794f0fa"
+          "sha256": "c7dd0840643bb005cf4ec11d25d19a2a44c55368da7c7d2f612a0d1dbe1168e6"
         },
         "hf_model_data": {
           "path": "hf_model:data/quality_gates.json",
           "exists": true,
           "bytes": 8640,
-          "sha256": "55a3205414cac47c20720694ce5965b3fd270c0060d488b59f4217d3e794f0fa"
+          "sha256": "c7dd0840643bb005cf4ec11d25d19a2a44c55368da7c7d2f612a0d1dbe1168e6"
         },
         "hf_model_docs_data": {
           "path": "hf_model:docs/data/quality_gates.json",
           "exists": true,
           "bytes": 8640,
-          "sha256": "55a3205414cac47c20720694ce5965b3fd270c0060d488b59f4217d3e794f0fa"
+          "sha256": "c7dd0840643bb005cf4ec11d25d19a2a44c55368da7c7d2f612a0d1dbe1168e6"
         },
         "hf_model": {
           "path": "hf_model:metrics/quality_gates.json",
           "exists": true,
           "bytes": 8640,
-          "sha256": "55a3205414cac47c20720694ce5965b3fd270c0060d488b59f4217d3e794f0fa"
+          "sha256": "c7dd0840643bb005cf4ec11d25d19a2a44c55368da7c7d2f612a0d1dbe1168e6"
         }
       },
       "failures": []
@@ -1266,44 +1315,44 @@
         "path": "repo:docs/data/rendered_site_check.json",
         "exists": true,
         "bytes": 4318,
-        "sha256": "4e1bbca2e6f9b7f49fb0f32225fb39598f5ac91fa6dd30561b09a837ba02ed24"
+        "sha256": "93f951a35d3e07ab3bfb85a6d8fc2b09345ab0df4c22e0dcdfddc0bca1186d82"
       },
       "mirrors": {
         "hf_space": {
           "path": "hf_space:data/rendered_site_check.json",
           "exists": true,
           "bytes": 4318,
-          "sha256": "4e1bbca2e6f9b7f49fb0f32225fb39598f5ac91fa6dd30561b09a837ba02ed24"
+          "sha256": "93f951a35d3e07ab3bfb85a6d8fc2b09345ab0df4c22e0dcdfddc0bca1186d82"
         },
         "hf_artifacts_data": {
           "path": "hf_artifacts:data/rendered_site_check.json",
           "exists": true,
           "bytes": 4318,
-          "sha256": "4e1bbca2e6f9b7f49fb0f32225fb39598f5ac91fa6dd30561b09a837ba02ed24"
+          "sha256": "93f951a35d3e07ab3bfb85a6d8fc2b09345ab0df4c22e0dcdfddc0bca1186d82"
         },
         "hf_artifacts": {
           "path": "hf_artifacts:docs/data/rendered_site_check.json",
           "exists": true,
           "bytes": 4318,
-          "sha256": "4e1bbca2e6f9b7f49fb0f32225fb39598f5ac91fa6dd30561b09a837ba02ed24"
+          "sha256": "93f951a35d3e07ab3bfb85a6d8fc2b09345ab0df4c22e0dcdfddc0bca1186d82"
         },
         "hf_model_data": {
           "path": "hf_model:data/rendered_site_check.json",
           "exists": true,
           "bytes": 4318,
-          "sha256": "4e1bbca2e6f9b7f49fb0f32225fb39598f5ac91fa6dd30561b09a837ba02ed24"
+          "sha256": "93f951a35d3e07ab3bfb85a6d8fc2b09345ab0df4c22e0dcdfddc0bca1186d82"
         },
         "hf_model_docs_data": {
           "path": "hf_model:docs/data/rendered_site_check.json",
           "exists": true,
           "bytes": 4318,
-          "sha256": "4e1bbca2e6f9b7f49fb0f32225fb39598f5ac91fa6dd30561b09a837ba02ed24"
+          "sha256": "93f951a35d3e07ab3bfb85a6d8fc2b09345ab0df4c22e0dcdfddc0bca1186d82"
         },
         "hf_model": {
           "path": "hf_model:metrics/rendered_site_check.json",
           "exists": true,
           "bytes": 4318,
-          "sha256": "4e1bbca2e6f9b7f49fb0f32225fb39598f5ac91fa6dd30561b09a837ba02ed24"
+          "sha256": "93f951a35d3e07ab3bfb85a6d8fc2b09345ab0df4c22e0dcdfddc0bca1186d82"
         }
       },
       "failures": []
@@ -1609,44 +1658,44 @@
         "path": "repo:docs/data/scope_claims_audit.json",
         "exists": true,
         "bytes": 21313,
-        "sha256": "a79dada1be4789b11e68333ed4e3b261cfd1f5bf0befb31cbe18baae0f8843d5"
+        "sha256": "7618eaa38bb9481dd47b745fd1051e5c907ba7337f4ee85665db5bd227d09ffa"
       },
       "mirrors": {
         "hf_space": {
           "path": "hf_space:data/scope_claims_audit.json",
           "exists": true,
           "bytes": 21313,
-          "sha256": "a79dada1be4789b11e68333ed4e3b261cfd1f5bf0befb31cbe18baae0f8843d5"
+          "sha256": "7618eaa38bb9481dd47b745fd1051e5c907ba7337f4ee85665db5bd227d09ffa"
         },
         "hf_artifacts_data": {
           "path": "hf_artifacts:data/scope_claims_audit.json",
           "exists": true,
           "bytes": 21313,
-          "sha256": "a79dada1be4789b11e68333ed4e3b261cfd1f5bf0befb31cbe18baae0f8843d5"
+          "sha256": "7618eaa38bb9481dd47b745fd1051e5c907ba7337f4ee85665db5bd227d09ffa"
         },
         "hf_artifacts": {
           "path": "hf_artifacts:docs/data/scope_claims_audit.json",
           "exists": true,
           "bytes": 21313,
-          "sha256": "a79dada1be4789b11e68333ed4e3b261cfd1f5bf0befb31cbe18baae0f8843d5"
+          "sha256": "7618eaa38bb9481dd47b745fd1051e5c907ba7337f4ee85665db5bd227d09ffa"
         },
         "hf_model_data": {
           "path": "hf_model:data/scope_claims_audit.json",
           "exists": true,
           "bytes": 21313,
-          "sha256": "a79dada1be4789b11e68333ed4e3b261cfd1f5bf0befb31cbe18baae0f8843d5"
+          "sha256": "7618eaa38bb9481dd47b745fd1051e5c907ba7337f4ee85665db5bd227d09ffa"
         },
         "hf_model_docs_data": {
           "path": "hf_model:docs/data/scope_claims_audit.json",
           "exists": true,
           "bytes": 21313,
-          "sha256": "a79dada1be4789b11e68333ed4e3b261cfd1f5bf0befb31cbe18baae0f8843d5"
+          "sha256": "7618eaa38bb9481dd47b745fd1051e5c907ba7337f4ee85665db5bd227d09ffa"
         },
         "hf_model": {
           "path": "hf_model:metrics/scope_claims_audit.json",
           "exists": true,
           "bytes": 21313,
-          "sha256": "a79dada1be4789b11e68333ed4e3b261cfd1f5bf0befb31cbe18baae0f8843d5"
+          "sha256": "7618eaa38bb9481dd47b745fd1051e5c907ba7337f4ee85665db5bd227d09ffa"
         }
       },
       "failures": []
@@ -1707,44 +1756,44 @@
         "path": "repo:docs/data/source_alignment_audit.json",
         "exists": true,
         "bytes": 4432,
-        "sha256": "de3e31d0b528837aa894cb7b7c6efb1c834658474fb1671aa6e58f69b61b6044"
+        "sha256": "3def3dc923162ad0d2802acdca8a689a4e9ad1408f36edae8f77f49c4507cef1"
       },
       "mirrors": {
         "hf_space": {
           "path": "hf_space:data/source_alignment_audit.json",
           "exists": true,
           "bytes": 4432,
-          "sha256": "de3e31d0b528837aa894cb7b7c6efb1c834658474fb1671aa6e58f69b61b6044"
+          "sha256": "3def3dc923162ad0d2802acdca8a689a4e9ad1408f36edae8f77f49c4507cef1"
         },
         "hf_artifacts_data": {
           "path": "hf_artifacts:data/source_alignment_audit.json",
           "exists": true,
           "bytes": 4432,
-          "sha256": "de3e31d0b528837aa894cb7b7c6efb1c834658474fb1671aa6e58f69b61b6044"
+          "sha256": "3def3dc923162ad0d2802acdca8a689a4e9ad1408f36edae8f77f49c4507cef1"
         },
         "hf_artifacts": {
           "path": "hf_artifacts:docs/data/source_alignment_audit.json",
           "exists": true,
           "bytes": 4432,
-          "sha256": "de3e31d0b528837aa894cb7b7c6efb1c834658474fb1671aa6e58f69b61b6044"
+          "sha256": "3def3dc923162ad0d2802acdca8a689a4e9ad1408f36edae8f77f49c4507cef1"
         },
         "hf_model_data": {
           "path": "hf_model:data/source_alignment_audit.json",
           "exists": true,
           "bytes": 4432,
-          "sha256": "de3e31d0b528837aa894cb7b7c6efb1c834658474fb1671aa6e58f69b61b6044"
+          "sha256": "3def3dc923162ad0d2802acdca8a689a4e9ad1408f36edae8f77f49c4507cef1"
         },
         "hf_model_docs_data": {
           "path": "hf_model:docs/data/source_alignment_audit.json",
           "exists": true,
           "bytes": 4432,
-          "sha256": "de3e31d0b528837aa894cb7b7c6efb1c834658474fb1671aa6e58f69b61b6044"
+          "sha256": "3def3dc923162ad0d2802acdca8a689a4e9ad1408f36edae8f77f49c4507cef1"
         },
         "hf_model": {
           "path": "hf_model:metrics/source_alignment_audit.json",
           "exists": true,
           "bytes": 4432,
-          "sha256": "de3e31d0b528837aa894cb7b7c6efb1c834658474fb1671aa6e58f69b61b6044"
+          "sha256": "3def3dc923162ad0d2802acdca8a689a4e9ad1408f36edae8f77f49c4507cef1"
         }
       },
       "failures": []
@@ -2148,44 +2197,44 @@
         "path": "repo:docs/data/task_surface_integrity.json",
         "exists": true,
         "bytes": 46246,
-        "sha256": "20b3a03cfc9c7afbd17d32cd5620180ac59bcc2414094e076b04e309c418a667"
+        "sha256": "954ab4d22c542810328a12ae68c5bd7e9d432db1125cba05f108e1aacbe6e780"
       },
       "mirrors": {
         "hf_space": {
           "path": "hf_space:data/task_surface_integrity.json",
           "exists": true,
           "bytes": 46246,
-          "sha256": "20b3a03cfc9c7afbd17d32cd5620180ac59bcc2414094e076b04e309c418a667"
+          "sha256": "954ab4d22c542810328a12ae68c5bd7e9d432db1125cba05f108e1aacbe6e780"
         },
         "hf_artifacts_data": {
           "path": "hf_artifacts:data/task_surface_integrity.json",
           "exists": true,
           "bytes": 46246,
-          "sha256": "20b3a03cfc9c7afbd17d32cd5620180ac59bcc2414094e076b04e309c418a667"
+          "sha256": "954ab4d22c542810328a12ae68c5bd7e9d432db1125cba05f108e1aacbe6e780"
         },
         "hf_artifacts": {
           "path": "hf_artifacts:docs/data/task_surface_integrity.json",
           "exists": true,
           "bytes": 46246,
-          "sha256": "20b3a03cfc9c7afbd17d32cd5620180ac59bcc2414094e076b04e309c418a667"
+          "sha256": "954ab4d22c542810328a12ae68c5bd7e9d432db1125cba05f108e1aacbe6e780"
         },
         "hf_model_data": {
           "path": "hf_model:data/task_surface_integrity.json",
           "exists": true,
           "bytes": 46246,
-          "sha256": "20b3a03cfc9c7afbd17d32cd5620180ac59bcc2414094e076b04e309c418a667"
+          "sha256": "954ab4d22c542810328a12ae68c5bd7e9d432db1125cba05f108e1aacbe6e780"
         },
         "hf_model_docs_data": {
           "path": "hf_model:docs/data/task_surface_integrity.json",
           "exists": true,
           "bytes": 46246,
-          "sha256": "20b3a03cfc9c7afbd17d32cd5620180ac59bcc2414094e076b04e309c418a667"
+          "sha256": "954ab4d22c542810328a12ae68c5bd7e9d432db1125cba05f108e1aacbe6e780"
         },
         "hf_model": {
           "path": "hf_model:metrics/task_surface_integrity.json",
           "exists": true,
           "bytes": 46246,
-          "sha256": "20b3a03cfc9c7afbd17d32cd5620180ac59bcc2414094e076b04e309c418a667"
+          "sha256": "954ab4d22c542810328a12ae68c5bd7e9d432db1125cba05f108e1aacbe6e780"
         }
       },
       "failures": []
@@ -2490,45 +2539,45 @@
       "local": {
         "path": "repo:docs/data/website_integrity.json",
         "exists": true,
-        "bytes": 20658,
-        "sha256": "b85bbdf419392c861be0d91d1fb1448524b8bb12fd30b3fd53b397ad37542f9d"
+        "bytes": 20760,
+        "sha256": "5be7824e31d12faef97e38b122c11f07cae0c5109387228d4411f4e9efdf461c"
       },
       "mirrors": {
         "hf_space": {
           "path": "hf_space:data/website_integrity.json",
           "exists": true,
-          "bytes": 20658,
-          "sha256": "b85bbdf419392c861be0d91d1fb1448524b8bb12fd30b3fd53b397ad37542f9d"
+          "bytes": 20760,
+          "sha256": "5be7824e31d12faef97e38b122c11f07cae0c5109387228d4411f4e9efdf461c"
         },
         "hf_artifacts_data": {
           "path": "hf_artifacts:data/website_integrity.json",
           "exists": true,
-          "bytes": 20658,
-          "sha256": "b85bbdf419392c861be0d91d1fb1448524b8bb12fd30b3fd53b397ad37542f9d"
+          "bytes": 20760,
+          "sha256": "5be7824e31d12faef97e38b122c11f07cae0c5109387228d4411f4e9efdf461c"
         },
         "hf_artifacts": {
           "path": "hf_artifacts:docs/data/website_integrity.json",
           "exists": true,
-          "bytes": 20658,
-          "sha256": "b85bbdf419392c861be0d91d1fb1448524b8bb12fd30b3fd53b397ad37542f9d"
+          "bytes": 20760,
+          "sha256": "5be7824e31d12faef97e38b122c11f07cae0c5109387228d4411f4e9efdf461c"
         },
         "hf_model_data": {
           "path": "hf_model:data/website_integrity.json",
           "exists": true,
-          "bytes": 20658,
-          "sha256": "b85bbdf419392c861be0d91d1fb1448524b8bb12fd30b3fd53b397ad37542f9d"
+          "bytes": 20760,
+          "sha256": "5be7824e31d12faef97e38b122c11f07cae0c5109387228d4411f4e9efdf461c"
         },
         "hf_model_docs_data": {
           "path": "hf_model:docs/data/website_integrity.json",
           "exists": true,
-          "bytes": 20658,
-          "sha256": "b85bbdf419392c861be0d91d1fb1448524b8bb12fd30b3fd53b397ad37542f9d"
+          "bytes": 20760,
+          "sha256": "5be7824e31d12faef97e38b122c11f07cae0c5109387228d4411f4e9efdf461c"
         },
         "hf_model": {
           "path": "hf_model:metrics/website_integrity.json",
           "exists": true,
-          "bytes": 20658,
-          "sha256": "b85bbdf419392c861be0d91d1fb1448524b8bb12fd30b3fd53b397ad37542f9d"
+          "bytes": 20760,
+          "sha256": "5be7824e31d12faef97e38b122c11f07cae0c5109387228d4411f4e9efdf461c"
         }
       },
       "failures": []
@@ -5278,21 +5327,21 @@
       "local": {
         "path": "repo:scripts/build_artifact_index.py",
         "exists": true,
-        "bytes": 67587,
-        "sha256": "28a93ec92c91886388f5d42ab8e25af0b218e4644b733bc8f8230bc0f91aab65"
+        "bytes": 68190,
+        "sha256": "b76704eaae7755412a9a2ceadb258c8385f719b1651a8d17a22eb0f09848627c"
       },
       "mirrors": {
         "hf_artifacts": {
           "path": "hf_artifacts:scripts/build_artifact_index.py",
           "exists": true,
-          "bytes": 67587,
-          "sha256": "28a93ec92c91886388f5d42ab8e25af0b218e4644b733bc8f8230bc0f91aab65"
+          "bytes": 68190,
+          "sha256": "b76704eaae7755412a9a2ceadb258c8385f719b1651a8d17a22eb0f09848627c"
         },
         "hf_model": {
           "path": "hf_model:scripts/build_artifact_index.py",
           "exists": true,
-          "bytes": 67587,
-          "sha256": "28a93ec92c91886388f5d42ab8e25af0b218e4644b733bc8f8230bc0f91aab65"
+          "bytes": 68190,
+          "sha256": "b76704eaae7755412a9a2ceadb258c8385f719b1651a8d17a22eb0f09848627c"
         }
       },
       "failures": []
@@ -5428,21 +5477,21 @@
       "local": {
         "path": "repo:scripts/build_public_surface_qa.py",
         "exists": true,
-        "bytes": 15008,
-        "sha256": "324a7332481f8065c7942659307994429f505d2ffd4a1c8169891ec017be68c2"
+        "bytes": 15611,
+        "sha256": "fe697c3f18bb51239941d4098b618d42a78d11b96ab1441b3af32510930da248"
       },
       "mirrors": {
         "hf_artifacts": {
           "path": "hf_artifacts:scripts/build_public_surface_qa.py",
           "exists": true,
-          "bytes": 15008,
-          "sha256": "324a7332481f8065c7942659307994429f505d2ffd4a1c8169891ec017be68c2"
+          "bytes": 15611,
+          "sha256": "fe697c3f18bb51239941d4098b618d42a78d11b96ab1441b3af32510930da248"
         },
         "hf_model": {
           "path": "hf_model:scripts/build_public_surface_qa.py",
           "exists": true,
-          "bytes": 15008,
-          "sha256": "324a7332481f8065c7942659307994429f505d2ffd4a1c8169891ec017be68c2"
+          "bytes": 15611,
+          "sha256": "fe697c3f18bb51239941d4098b618d42a78d11b96ab1441b3af32510930da248"
         }
       },
       "failures": []
@@ -5503,21 +5552,21 @@
       "local": {
         "path": "repo:scripts/build_multilingual_public_readmes.py",
         "exists": true,
-        "bytes": 51467,
-        "sha256": "d4fd285ff1da0479f06fb4a15bd123142f8b72d752709bd7be4c3375dfb544d3"
+        "bytes": 51901,
+        "sha256": "55a99a75c9d93dc00a25b1703f39339414e7b6a8f7b4a462456a173d66cf8ae6"
       },
       "mirrors": {
         "hf_artifacts": {
           "path": "hf_artifacts:scripts/build_multilingual_public_readmes.py",
           "exists": true,
-          "bytes": 51467,
-          "sha256": "d4fd285ff1da0479f06fb4a15bd123142f8b72d752709bd7be4c3375dfb544d3"
+          "bytes": 51901,
+          "sha256": "55a99a75c9d93dc00a25b1703f39339414e7b6a8f7b4a462456a173d66cf8ae6"
         },
         "hf_model": {
           "path": "hf_model:scripts/build_multilingual_public_readmes.py",
           "exists": true,
-          "bytes": 51467,
-          "sha256": "d4fd285ff1da0479f06fb4a15bd123142f8b72d752709bd7be4c3375dfb544d3"
+          "bytes": 51901,
+          "sha256": "55a99a75c9d93dc00a25b1703f39339414e7b6a8f7b4a462456a173d66cf8ae6"
         }
       },
       "failures": []
@@ -5878,21 +5927,21 @@
       "local": {
         "path": "repo:scripts/verify_live_publication.py",
         "exists": true,
-        "bytes": 67652,
-        "sha256": "47c6e5e0d93a881db045842ef98656d04c74cf7605f33a56b8d4daecf97fb547"
+        "bytes": 69027,
+        "sha256": "501c8ac16d564054404d486b4fa2c510159a1dad09b43b4b6598e3b9eac8fb3a"
       },
       "mirrors": {
         "hf_artifacts": {
           "path": "hf_artifacts:scripts/verify_live_publication.py",
           "exists": true,
-          "bytes": 67652,
-          "sha256": "47c6e5e0d93a881db045842ef98656d04c74cf7605f33a56b8d4daecf97fb547"
+          "bytes": 69027,
+          "sha256": "501c8ac16d564054404d486b4fa2c510159a1dad09b43b4b6598e3b9eac8fb3a"
         },
         "hf_model": {
           "path": "hf_model:scripts/verify_live_publication.py",
           "exists": true,
-          "bytes": 67652,
-          "sha256": "47c6e5e0d93a881db045842ef98656d04c74cf7605f33a56b8d4daecf97fb547"
+          "bytes": 69027,
+          "sha256": "501c8ac16d564054404d486b4fa2c510159a1dad09b43b4b6598e3b9eac8fb3a"
         }
       },
       "failures": []
@@ -5903,21 +5952,21 @@
       "local": {
         "path": "repo:scripts/validate_mirror_parity.py",
         "exists": true,
-        "bytes": 36470,
-        "sha256": "0617ffc2fd6ed22b4202c4ec532e50796923e74b4ccd7e1fb3e1ff301995bb2c"
+        "bytes": 36510,
+        "sha256": "4d7c6da2f73f6878f2f6bdd470368de3b62703d7b9e3e17e309ff1be96230b0e"
       },
       "mirrors": {
         "hf_artifacts": {
           "path": "hf_artifacts:scripts/validate_mirror_parity.py",
           "exists": true,
-          "bytes": 36470,
-          "sha256": "0617ffc2fd6ed22b4202c4ec532e50796923e74b4ccd7e1fb3e1ff301995bb2c"
+          "bytes": 36510,
+          "sha256": "4d7c6da2f73f6878f2f6bdd470368de3b62703d7b9e3e17e309ff1be96230b0e"
         },
         "hf_model": {
           "path": "hf_model:scripts/validate_mirror_parity.py",
           "exists": true,
-          "bytes": 36470,
-          "sha256": "0617ffc2fd6ed22b4202c4ec532e50796923e74b4ccd7e1fb3e1ff301995bb2c"
+          "bytes": 36510,
+          "sha256": "4d7c6da2f73f6878f2f6bdd470368de3b62703d7b9e3e17e309ff1be96230b0e"
         }
       },
       "failures": []
@@ -5928,21 +5977,21 @@
       "local": {
         "path": "repo:scripts/validate_publication_package.py",
         "exists": true,
-        "bytes": 21158,
-        "sha256": "001ea863c37ef9bb5a5a48fa820d61f79d11577107b24123279fa24c88095d1b"
+        "bytes": 21216,
+        "sha256": "a616ba80a545f560c7778403f73d53ab9694ba9a10925b748d008e9495c65ce1"
       },
       "mirrors": {
         "hf_artifacts": {
           "path": "hf_artifacts:scripts/validate_publication_package.py",
           "exists": true,
-          "bytes": 21158,
-          "sha256": "001ea863c37ef9bb5a5a48fa820d61f79d11577107b24123279fa24c88095d1b"
+          "bytes": 21216,
+          "sha256": "a616ba80a545f560c7778403f73d53ab9694ba9a10925b748d008e9495c65ce1"
         },
         "hf_model": {
           "path": "hf_model:scripts/validate_publication_package.py",
           "exists": true,
-          "bytes": 21158,
-          "sha256": "001ea863c37ef9bb5a5a48fa820d61f79d11577107b24123279fa24c88095d1b"
+          "bytes": 21216,
+          "sha256": "a616ba80a545f560c7778403f73d53ab9694ba9a10925b748d008e9495c65ce1"
         }
       },
       "failures": []
@@ -6282,39 +6331,39 @@
       "local": {
         "path": "repo:docs/index.html",
         "exists": true,
-        "bytes": 300854,
-        "sha256": "c155c965d68b38f19709a7c2253862a77915a11fd06d6055d256e51c4ad8ee5e"
+        "bytes": 309918,
+        "sha256": "0ec27147003135953309b77eada82d7f07c8c9df371e41eee1cba4ca1d4f0d30"
       },
       "mirrors": {
         "hf_space": {
           "path": "hf_space:index.html",
           "exists": true,
-          "bytes": 300854,
-          "sha256": "c155c965d68b38f19709a7c2253862a77915a11fd06d6055d256e51c4ad8ee5e"
+          "bytes": 309918,
+          "sha256": "0ec27147003135953309b77eada82d7f07c8c9df371e41eee1cba4ca1d4f0d30"
         },
         "hf_artifacts_root": {
           "path": "hf_artifacts:index.html",
           "exists": true,
-          "bytes": 300854,
-          "sha256": "c155c965d68b38f19709a7c2253862a77915a11fd06d6055d256e51c4ad8ee5e"
+          "bytes": 309918,
+          "sha256": "0ec27147003135953309b77eada82d7f07c8c9df371e41eee1cba4ca1d4f0d30"
         },
         "hf_artifacts_docs": {
           "path": "hf_artifacts:docs/index.html",
           "exists": true,
-          "bytes": 300854,
-          "sha256": "c155c965d68b38f19709a7c2253862a77915a11fd06d6055d256e51c4ad8ee5e"
+          "bytes": 309918,
+          "sha256": "0ec27147003135953309b77eada82d7f07c8c9df371e41eee1cba4ca1d4f0d30"
         },
         "hf_model": {
           "path": "hf_model:index.html",
           "exists": true,
-          "bytes": 300854,
-          "sha256": "c155c965d68b38f19709a7c2253862a77915a11fd06d6055d256e51c4ad8ee5e"
+          "bytes": 309918,
+          "sha256": "0ec27147003135953309b77eada82d7f07c8c9df371e41eee1cba4ca1d4f0d30"
         },
         "hf_model_docs": {
           "path": "hf_model:docs/index.html",
           "exists": true,
-          "bytes": 300854,
-          "sha256": "c155c965d68b38f19709a7c2253862a77915a11fd06d6055d256e51c4ad8ee5e"
+          "bytes": 309918,
+          "sha256": "0ec27147003135953309b77eada82d7f07c8c9df371e41eee1cba4ca1d4f0d30"
         }
       },
       "failures": []
@@ -30637,27 +30686,27 @@
       "local": {
         "path": "repo:README.zh.md",
         "exists": true,
-        "bytes": 7039,
-        "sha256": "e8cf3ad9fd66fe7f1b44f16c21495a75bd3292a3d0fd1ef9b93423e252617a15"
+        "bytes": 7260,
+        "sha256": "32fc7c1054dddab0f736cc49281ad746efe88f0db4890856c81eeaab4408d7a6"
       },
       "mirrors": {
         "hf_space": {
           "path": "hf_space:README.zh.md",
           "exists": true,
-          "bytes": 7039,
-          "sha256": "e8cf3ad9fd66fe7f1b44f16c21495a75bd3292a3d0fd1ef9b93423e252617a15"
+          "bytes": 7260,
+          "sha256": "32fc7c1054dddab0f736cc49281ad746efe88f0db4890856c81eeaab4408d7a6"
         },
         "hf_artifacts": {
           "path": "hf_artifacts:README.zh.md",
           "exists": true,
-          "bytes": 7039,
-          "sha256": "e8cf3ad9fd66fe7f1b44f16c21495a75bd3292a3d0fd1ef9b93423e252617a15"
+          "bytes": 7260,
+          "sha256": "32fc7c1054dddab0f736cc49281ad746efe88f0db4890856c81eeaab4408d7a6"
         },
         "hf_model": {
           "path": "hf_model:README.zh.md",
           "exists": true,
-          "bytes": 7039,
-          "sha256": "e8cf3ad9fd66fe7f1b44f16c21495a75bd3292a3d0fd1ef9b93423e252617a15"
+          "bytes": 7260,
+          "sha256": "32fc7c1054dddab0f736cc49281ad746efe88f0db4890856c81eeaab4408d7a6"
         }
       },
       "failures": []
@@ -30668,27 +30717,27 @@
       "local": {
         "path": "repo:README.es.md",
         "exists": true,
-        "bytes": 7105,
-        "sha256": "1d0f702dd9edbf498573468b5f5390f935a812cd453cb441db27a55da4cdade4"
+        "bytes": 7326,
+        "sha256": "2e0ada15da05449e5393f7da979438ac6e87f6c5270f2db8d69d0428e044fbc4"
       },
       "mirrors": {
         "hf_space": {
           "path": "hf_space:README.es.md",
           "exists": true,
-          "bytes": 7105,
-          "sha256": "1d0f702dd9edbf498573468b5f5390f935a812cd453cb441db27a55da4cdade4"
+          "bytes": 7326,
+          "sha256": "2e0ada15da05449e5393f7da979438ac6e87f6c5270f2db8d69d0428e044fbc4"
         },
         "hf_artifacts": {
           "path": "hf_artifacts:README.es.md",
           "exists": true,
-          "bytes": 7105,
-          "sha256": "1d0f702dd9edbf498573468b5f5390f935a812cd453cb441db27a55da4cdade4"
+          "bytes": 7326,
+          "sha256": "2e0ada15da05449e5393f7da979438ac6e87f6c5270f2db8d69d0428e044fbc4"
         },
         "hf_model": {
           "path": "hf_model:README.es.md",
           "exists": true,
-          "bytes": 7105,
-          "sha256": "1d0f702dd9edbf498573468b5f5390f935a812cd453cb441db27a55da4cdade4"
+          "bytes": 7326,
+          "sha256": "2e0ada15da05449e5393f7da979438ac6e87f6c5270f2db8d69d0428e044fbc4"
         }
       },
       "failures": []
@@ -30699,27 +30748,27 @@
       "local": {
         "path": "repo:README.fr.md",
         "exists": true,
-        "bytes": 7270,
-        "sha256": "3ff0e3b55fce7db9cc13ffebeaf13ced832141d86caa8769c409edffe680a99d"
+        "bytes": 7491,
+        "sha256": "eaebea7382745f3abab3e4e54a9fdc302c63ef8cc46262a71635fd1e84f87a82"
       },
       "mirrors": {
         "hf_space": {
           "path": "hf_space:README.fr.md",
           "exists": true,
-          "bytes": 7270,
-          "sha256": "3ff0e3b55fce7db9cc13ffebeaf13ced832141d86caa8769c409edffe680a99d"
+          "bytes": 7491,
+          "sha256": "eaebea7382745f3abab3e4e54a9fdc302c63ef8cc46262a71635fd1e84f87a82"
         },
         "hf_artifacts": {
           "path": "hf_artifacts:README.fr.md",
           "exists": true,
-          "bytes": 7270,
-          "sha256": "3ff0e3b55fce7db9cc13ffebeaf13ced832141d86caa8769c409edffe680a99d"
+          "bytes": 7491,
+          "sha256": "eaebea7382745f3abab3e4e54a9fdc302c63ef8cc46262a71635fd1e84f87a82"
         },
         "hf_model": {
           "path": "hf_model:README.fr.md",
           "exists": true,
-          "bytes": 7270,
-          "sha256": "3ff0e3b55fce7db9cc13ffebeaf13ced832141d86caa8769c409edffe680a99d"
+          "bytes": 7491,
+          "sha256": "eaebea7382745f3abab3e4e54a9fdc302c63ef8cc46262a71635fd1e84f87a82"
         }
       },
       "failures": []
@@ -30730,27 +30779,27 @@
       "local": {
         "path": "repo:README.de.md",
         "exists": true,
-        "bytes": 7135,
-        "sha256": "29f8f3cd5915c998b0d1b6c3e983ebdce9d6045719830ddff89ea9204528becb"
+        "bytes": 7356,
+        "sha256": "0019bf3acdb071f6d93b000266797e5aa7b23c5677ada1298dba6795b2a1d164"
       },
       "mirrors": {
         "hf_space": {
           "path": "hf_space:README.de.md",
           "exists": true,
-          "bytes": 7135,
-          "sha256": "29f8f3cd5915c998b0d1b6c3e983ebdce9d6045719830ddff89ea9204528becb"
+          "bytes": 7356,
+          "sha256": "0019bf3acdb071f6d93b000266797e5aa7b23c5677ada1298dba6795b2a1d164"
         },
         "hf_artifacts": {
           "path": "hf_artifacts:README.de.md",
           "exists": true,
-          "bytes": 7135,
-          "sha256": "29f8f3cd5915c998b0d1b6c3e983ebdce9d6045719830ddff89ea9204528becb"
+          "bytes": 7356,
+          "sha256": "0019bf3acdb071f6d93b000266797e5aa7b23c5677ada1298dba6795b2a1d164"
         },
         "hf_model": {
           "path": "hf_model:README.de.md",
           "exists": true,
-          "bytes": 7135,
-          "sha256": "29f8f3cd5915c998b0d1b6c3e983ebdce9d6045719830ddff89ea9204528becb"
+          "bytes": 7356,
+          "sha256": "0019bf3acdb071f6d93b000266797e5aa7b23c5677ada1298dba6795b2a1d164"
         }
       },
       "failures": []
@@ -30761,27 +30810,27 @@
       "local": {
         "path": "repo:README.ja.md",
         "exists": true,
-        "bytes": 7324,
-        "sha256": "f84ae1ceca5b8ef748dc5721d8e3a29d5db4bfae4a891279605c5814ccac8ed7"
+        "bytes": 7545,
+        "sha256": "63e5fdbf562505aa350e65601b5cacedcf79b7865586fdeb9d4233e02f4fd283"
       },
       "mirrors": {
         "hf_space": {
           "path": "hf_space:README.ja.md",
           "exists": true,
-          "bytes": 7324,
-          "sha256": "f84ae1ceca5b8ef748dc5721d8e3a29d5db4bfae4a891279605c5814ccac8ed7"
+          "bytes": 7545,
+          "sha256": "63e5fdbf562505aa350e65601b5cacedcf79b7865586fdeb9d4233e02f4fd283"
         },
         "hf_artifacts": {
           "path": "hf_artifacts:README.ja.md",
           "exists": true,
-          "bytes": 7324,
-          "sha256": "f84ae1ceca5b8ef748dc5721d8e3a29d5db4bfae4a891279605c5814ccac8ed7"
+          "bytes": 7545,
+          "sha256": "63e5fdbf562505aa350e65601b5cacedcf79b7865586fdeb9d4233e02f4fd283"
         },
         "hf_model": {
           "path": "hf_model:README.ja.md",
           "exists": true,
-          "bytes": 7324,
-          "sha256": "f84ae1ceca5b8ef748dc5721d8e3a29d5db4bfae4a891279605c5814ccac8ed7"
+          "bytes": 7545,
+          "sha256": "63e5fdbf562505aa350e65601b5cacedcf79b7865586fdeb9d4233e02f4fd283"
         }
       },
       "failures": []
@@ -30792,27 +30841,27 @@
       "local": {
         "path": "repo:README.ko.md",
         "exists": true,
-        "bytes": 7133,
-        "sha256": "52f6deee69d3c98d1cb9c1aa601eeece5626233077857aba440ba65f7ab96380"
+        "bytes": 7354,
+        "sha256": "5d0fd755d4b22cbb68751e89195dbcc4adf42a754e8bbd7a646eae1dd432cc0c"
       },
       "mirrors": {
         "hf_space": {
           "path": "hf_space:README.ko.md",
           "exists": true,
-          "bytes": 7133,
-          "sha256": "52f6deee69d3c98d1cb9c1aa601eeece5626233077857aba440ba65f7ab96380"
+          "bytes": 7354,
+          "sha256": "5d0fd755d4b22cbb68751e89195dbcc4adf42a754e8bbd7a646eae1dd432cc0c"
         },
         "hf_artifacts": {
           "path": "hf_artifacts:README.ko.md",
           "exists": true,
-          "bytes": 7133,
-          "sha256": "52f6deee69d3c98d1cb9c1aa601eeece5626233077857aba440ba65f7ab96380"
+          "bytes": 7354,
+          "sha256": "5d0fd755d4b22cbb68751e89195dbcc4adf42a754e8bbd7a646eae1dd432cc0c"
         },
         "hf_model": {
           "path": "hf_model:README.ko.md",
           "exists": true,
-          "bytes": 7133,
-          "sha256": "52f6deee69d3c98d1cb9c1aa601eeece5626233077857aba440ba65f7ab96380"
+          "bytes": 7354,
+          "sha256": "5d0fd755d4b22cbb68751e89195dbcc4adf42a754e8bbd7a646eae1dd432cc0c"
         }
       },
       "failures": []
@@ -30823,27 +30872,27 @@
       "local": {
         "path": "repo:README.pt.md",
         "exists": true,
-        "bytes": 7105,
-        "sha256": "abe3af26aded2c45bc25646efc1f3f632f2844ce3306e9707b88bbe32321d89d"
+        "bytes": 7326,
+        "sha256": "261605daa3e09e7ada67db70d449956e041cabbe43b7a6774e5a4e33ed630d5e"
       },
       "mirrors": {
         "hf_space": {
           "path": "hf_space:README.pt.md",
           "exists": true,
-          "bytes": 7105,
-          "sha256": "abe3af26aded2c45bc25646efc1f3f632f2844ce3306e9707b88bbe32321d89d"
+          "bytes": 7326,
+          "sha256": "261605daa3e09e7ada67db70d449956e041cabbe43b7a6774e5a4e33ed630d5e"
         },
         "hf_artifacts": {
           "path": "hf_artifacts:README.pt.md",
           "exists": true,
-          "bytes": 7105,
-          "sha256": "abe3af26aded2c45bc25646efc1f3f632f2844ce3306e9707b88bbe32321d89d"
+          "bytes": 7326,
+          "sha256": "261605daa3e09e7ada67db70d449956e041cabbe43b7a6774e5a4e33ed630d5e"
         },
         "hf_model": {
           "path": "hf_model:README.pt.md",
           "exists": true,
-          "bytes": 7105,
-          "sha256": "abe3af26aded2c45bc25646efc1f3f632f2844ce3306e9707b88bbe32321d89d"
+          "bytes": 7326,
+          "sha256": "261605daa3e09e7ada67db70d449956e041cabbe43b7a6774e5a4e33ed630d5e"
         }
       },
       "failures": []
@@ -30854,27 +30903,27 @@
       "local": {
         "path": "repo:ARTIFACT_GUIDE.md",
         "exists": true,
-        "bytes": 20256,
-        "sha256": "f869cd640dc0296435a5574d4778ecd5ca97e0a91fb6af191525b5fb1742fbe0"
+        "bytes": 20579,
+        "sha256": "eae0b6789de32e0f3d7f92800627ca54026faeb9ae0cb4c4edfab9ec21ea5772"
       },
       "mirrors": {
         "hf_space": {
           "path": "hf_space:ARTIFACT_GUIDE.md",
           "exists": true,
-          "bytes": 20256,
-          "sha256": "f869cd640dc0296435a5574d4778ecd5ca97e0a91fb6af191525b5fb1742fbe0"
+          "bytes": 20579,
+          "sha256": "eae0b6789de32e0f3d7f92800627ca54026faeb9ae0cb4c4edfab9ec21ea5772"
         },
         "hf_artifacts": {
           "path": "hf_artifacts:ARTIFACT_GUIDE.md",
           "exists": true,
-          "bytes": 20256,
-          "sha256": "f869cd640dc0296435a5574d4778ecd5ca97e0a91fb6af191525b5fb1742fbe0"
+          "bytes": 20579,
+          "sha256": "eae0b6789de32e0f3d7f92800627ca54026faeb9ae0cb4c4edfab9ec21ea5772"
         },
         "hf_model": {
           "path": "hf_model:ARTIFACT_GUIDE.md",
           "exists": true,
-          "bytes": 20256,
-          "sha256": "f869cd640dc0296435a5574d4778ecd5ca97e0a91fb6af191525b5fb1742fbe0"
+          "bytes": 20579,
+          "sha256": "eae0b6789de32e0f3d7f92800627ca54026faeb9ae0cb4c4edfab9ec21ea5772"
         }
       },
       "failures": []
@@ -31034,6 +31083,37 @@
       },
       "failures": []
     },
+    {
+      "name": "docs/GLOSSARY.md",
+      "status": "pass",
+      "local": {
+        "path": "repo:GLOSSARY.md",
+        "exists": true,
+        "bytes": 10218,
+        "sha256": "a87fa41946625ae7a23e794fd1925885918e5fb9244424bacbe9673941d09533"
+      },
+      "mirrors": {
+        "hf_space": {
+          "path": "hf_space:GLOSSARY.md",
+          "exists": true,
+          "bytes": 10218,
+          "sha256": "a87fa41946625ae7a23e794fd1925885918e5fb9244424bacbe9673941d09533"
+        },
+        "hf_artifacts": {
+          "path": "hf_artifacts:GLOSSARY.md",
+          "exists": true,
+          "bytes": 10218,
+          "sha256": "a87fa41946625ae7a23e794fd1925885918e5fb9244424bacbe9673941d09533"
+        },
+        "hf_model": {
+          "path": "hf_model:GLOSSARY.md",
+          "exists": true,
+          "bytes": 10218,
+          "sha256": "a87fa41946625ae7a23e794fd1925885918e5fb9244424bacbe9673941d09533"
+        }
+      },
+      "failures": []
+    },
     {
       "name": "docs/ADDITIONAL_DEVELOPMENT_DIRECTIONS.md",
       "status": "pass",
@@ -31226,27 +31306,27 @@
       "local": {
         "path": "repo:PUBLIC_READER_MAP.md",
         "exists": true,
-        "bytes": 5497,
-        "sha256": "332ddbeddd908794fdd2a7e18ee1c9d657e672844f8f65a305f147ffde065133"
+        "bytes": 5746,
+        "sha256": "99ede76679880537bcf65d9503a848c9cd6ca464b3cd92c48eaa62ec5a8655eb"
       },
       "mirrors": {
         "hf_space": {
           "path": "hf_space:PUBLIC_READER_MAP.md",
           "exists": true,
-          "bytes": 5497,
-          "sha256": "332ddbeddd908794fdd2a7e18ee1c9d657e672844f8f65a305f147ffde065133"
+          "bytes": 5746,
+          "sha256": "99ede76679880537bcf65d9503a848c9cd6ca464b3cd92c48eaa62ec5a8655eb"
         },
         "hf_artifacts": {
           "path": "hf_artifacts:PUBLIC_READER_MAP.md",
           "exists": true,
-          "bytes": 5497,
-          "sha256": "332ddbeddd908794fdd2a7e18ee1c9d657e672844f8f65a305f147ffde065133"
+          "bytes": 5746,
+          "sha256": "99ede76679880537bcf65d9503a848c9cd6ca464b3cd92c48eaa62ec5a8655eb"
         },
         "hf_model": {
           "path": "hf_model:PUBLIC_READER_MAP.md",
           "exists": true,
-          "bytes": 5497,
-          "sha256": "332ddbeddd908794fdd2a7e18ee1c9d657e672844f8f65a305f147ffde065133"
+          "bytes": 5746,
+          "sha256": "99ede76679880537bcf65d9503a848c9cd6ca464b3cd92c48eaa62ec5a8655eb"
         }
       },
       "failures": []
@@ -31536,27 +31616,27 @@
       "local": {
         "path": "repo:PUBLIC_SURFACE_QA.md",
         "exists": true,
-        "bytes": 2194,
-        "sha256": "9ff4678a7ac50a784d5afdd9c6612f181a52b7ed22811fd6fdad81dd36aa2777"
+        "bytes": 2313,
+        "sha256": "7f8cbce404a40e4c660c9f9dfbe2a2880df3749d33dd45c5bc1abc4e527392a1"
       },
       "mirrors": {
         "hf_space": {
           "path": "hf_space:PUBLIC_SURFACE_QA.md",
           "exists": true,
-          "bytes": 2194,
-          "sha256": "9ff4678a7ac50a784d5afdd9c6612f181a52b7ed22811fd6fdad81dd36aa2777"
+          "bytes": 2313,
+          "sha256": "7f8cbce404a40e4c660c9f9dfbe2a2880df3749d33dd45c5bc1abc4e527392a1"
         },
         "hf_artifacts": {
           "path": "hf_artifacts:PUBLIC_SURFACE_QA.md",
           "exists": true,
-          "bytes": 2194,
-          "sha256": "9ff4678a7ac50a784d5afdd9c6612f181a52b7ed22811fd6fdad81dd36aa2777"
+          "bytes": 2313,
+          "sha256": "7f8cbce404a40e4c660c9f9dfbe2a2880df3749d33dd45c5bc1abc4e527392a1"
         },
         "hf_model": {
           "path": "hf_model:PUBLIC_SURFACE_QA.md",
           "exists": true,
-          "bytes": 2194,
-          "sha256": "9ff4678a7ac50a784d5afdd9c6612f181a52b7ed22811fd6fdad81dd36aa2777"
+          "bytes": 2313,
+          "sha256": "7f8cbce404a40e4c660c9f9dfbe2a2880df3749d33dd45c5bc1abc4e527392a1"
         }
       },
       "failures": []

scripts/build_artifact_index.py

@@ -53,6 +53,22 @@ ARTIFACTS = [
         "surface": "website_hf",
         "shows": "Machine-readable copy of the current project status for website and HF mirrors.",
     },
+    {
+        "id": "glossary",
+        "title": "Glossary",
+        "path": "GLOSSARY.md",
+        "kind": "project_path",
+        "surface": "repo_hf",
+        "shows": "Defines terminology that can be confused across data scope, task metrics, model branches, and public mirrors.",
+    },
+    {
+        "id": "glossary_json",
+        "title": "Glossary JSON",
+        "path": "docs/data/glossary.json",
+        "kind": "project_path",
+        "surface": "website_hf",
+        "shows": "Machine-readable terminology layer for the website, artifact dataset, model mirror, and public QA checks.",
+    },
     {
         "id": "research_roadmap",
         "title": "Research roadmap",

scripts/build_multilingual_public_readmes.py

@@ -81,6 +81,7 @@ ENGLISH_TOP = f"""{hero(
 - [Fast Reader Map](#fast-reader-map)
 - [Why This Project Exists](#why-this-project-exists)
 - [Start Here](#start-here)
+- [Glossary](#glossary)
 - [Current Research Scope](#current-research-scope)
 - [Evaluation Protocol](#evaluation-protocol)
 - [Dataset Context](#dataset-context)
@@ -320,6 +321,11 @@ Result entry points:
       <td><a href="PUBLIC_READER_MAP.md">Public reader map</a></td>
       <td><a href="docs/data/public_reader_map.json">public_reader_map.json</a></td>
     </tr>
+    <tr>
+      <td><strong>Decode project terms</strong></td>
+      <td><a href="GLOSSARY.md">Glossary</a></td>
+      <td><a href="docs/data/glossary.json">glossary.json</a></td>
+    </tr>
     <tr>
       <td><strong>Inspect the 20 tasks</strong></td>
       <td><a href="TASK_SUITE_20.md">TASK_SUITE_20.md</a></td>
@@ -702,6 +708,12 @@ COMMON_FOOTER = """## Public Surfaces
 | HF weights/results | https://huggingface.co/cy0307/ropedia-xperience-10m-weights-results |
 | HF collection | https://huggingface.co/collections/cy0307/ropedia-xperience-10m-task-suite |
 
+## Glossary
+
+Use `GLOSSARY.md` and `docs/data/glossary.json` for project terminology:
+evidence line, 20-frame window, compact-proxy score, Qwen v1-v6,
+Cosmos3-Super, LoRA adapter, HF artifact dataset, and related terms.
+
 ## Citation
 
 Use `CITATION.cff` and cite the upstream Ropedia Xperience-10M dataset according to its official card.

scripts/build_public_surface_qa.py

@@ -52,6 +52,7 @@ DISPLAY_LABELS = {
     "public_links_cover_repo_hf_dataset_and_ropedia": "Public links",
     "public_artifact_qa_files_are_exposed": "Artifact links",
     "public_reader_map_is_exposed": "Reader map",
+    "public_glossary_is_exposed": "Glossary",
     "multilingual_readmes_are_exposed": "Language versions",
     "public_copy_uses_reader_facing_language": "Project language",
 }
@@ -307,6 +308,18 @@ def build_report() -> dict:
                 ["PUBLIC_READER_MAP.md", "docs/data/public_reader_map.json", "data/public_reader_map.json"],
             ),
         ),
+        check(
+            "public_glossary_is_exposed",
+            "GLOSSARY.md" in combined_public_text
+            and "docs/data/glossary.json" in combined_public_text
+            and "data/glossary.json" in website
+            and "#glossary" in website,
+            "The public surfaces should expose terminology definitions in Markdown, JSON, and the homepage.",
+            marker_counts=marker_count(
+                combined_public_text,
+                ["GLOSSARY.md", "docs/data/glossary.json", "data/glossary.json"],
+            ),
+        ),
         check(
             "multilingual_readmes_are_exposed",
             not missing_language_files

scripts/validate_mirror_parity.py

@@ -49,6 +49,7 @@ DATA_FILES = [
     "evaluation_protocol.json",
     "figure_index.json",
     "foundation_model_plan.json",
+    "glossary.json",
     "live_publication_status.json",
     "language_versions.json",
     "modality_atlas.json",
@@ -322,6 +323,7 @@ DOC_FILES = [
     "EVALUATION_PROTOCOL.md",
     "FIGURE_INDEX.md",
     "FOUNDATION_MODEL_PLAN.md",
+    "GLOSSARY.md",
     "ADDITIONAL_DEVELOPMENT_DIRECTIONS.md",
     "THREE_FOUNDATION_PIPELINES.md",
     "TWO_EVIDENCE_LINES.md",

scripts/verify_live_publication.py

@@ -141,6 +141,28 @@ HASH_GROUPS = [
             "hf_model": "https://huggingface.co/cy0307/ropedia-xperience-10m-task-baselines/raw/main/PUBLIC_READER_MAP.md",
         },
     },
+    {
+        "id": "glossary_json",
+        "title": "Glossary JSON",
+        "local_path": "docs/data/glossary.json",
+        "urls": {
+            "github_pages": "https://chaoyue0307.github.io/ropedia-xperience-10m-task-suite/data/glossary.json",
+            "hf_space": "https://huggingface.co/spaces/cy0307/ropedia-xperience-10m-task-suite/raw/main/data/glossary.json",
+            "hf_artifacts": "https://huggingface.co/datasets/cy0307/ropedia-xperience-10m-task-suite-artifacts/resolve/main/docs/data/glossary.json",
+            "hf_model": "https://huggingface.co/cy0307/ropedia-xperience-10m-task-baselines/resolve/main/metrics/glossary.json",
+        },
+    },
+    {
+        "id": "glossary_markdown",
+        "title": "Glossary Markdown",
+        "local_path": "GLOSSARY.md",
+        "urls": {
+            "github_raw": "https://raw.githubusercontent.com/ChaoYue0307/ropedia-xperience-10m-task-suite/main/GLOSSARY.md",
+            "hf_space": "https://huggingface.co/spaces/cy0307/ropedia-xperience-10m-task-suite/raw/main/GLOSSARY.md",
+            "hf_artifacts": "https://huggingface.co/datasets/cy0307/ropedia-xperience-10m-task-suite-artifacts/raw/main/GLOSSARY.md",
+            "hf_model": "https://huggingface.co/cy0307/ropedia-xperience-10m-task-baselines/raw/main/GLOSSARY.md",
+        },
+    },
     {
         "id": "xperience10m_128_episode_feature_index_json",
         "title": "Xperience-10M 128-episode source and feature index JSON",
@@ -662,6 +684,8 @@ MARKER_CHECKS = [
             "home radar comparison",
             "Public reader map",
             "data/public_reader_map.json",
+            "Glossary",
+            "data/glossary.json",
             "tier2_task_suite.json",
             "Tasks 13-20",
             "Long-Horizon Next-Action Forecasting",