Publish Ropedia Xperience-10M task baseline cards

EVIDENCE_CONTRACT.md

@@ -26,7 +26,7 @@ the dashboard as a basis for further work.
 | Historical `32ep` path strings are tracked as setup-file provenance. | `scripts/validate_scope_claims.py`, `docs/data/scope_claims_audit.json` | Multi-episode pilot status | Old run/path identifiers stay separate from completed 32-episode results |
 | Prepared GitHub/Hugging Face mirrors carry matching critical files. | `scripts/validate_mirror_parity.py`, `docs/data/mirror_parity.json` | Mirror parity report | Compares prepared data files, visual assets, website HTML, and validator scripts before upload; live URLs are checked after publishing |
 | The public GitHub and Hugging Face bundles are ready to share. | `scripts/validate_publication_package.py`, `docs/data/publication_audit.json` | Public bundle contents | Covers public files, HF bundles, and public-card freshness; ignored local scratch outputs are excluded |
-| The public repo, website, and Hugging Face cards present one coherent research surface. | `PUBLIC_SURFACE_QA.md`, `scripts/build_public_surface_qa.py`, `docs/data/public_surface_qa.json` | Public project surface | Covers SEO/social metadata, accessible tab semantics, public links, project links, and reader-facing copy |
+| The public repo, website, and Hugging Face cards present one cohesive research project. | `PUBLIC_SURFACE_QA.md`, `scripts/build_public_surface_qa.py`, `docs/data/public_surface_qa.json` | Public project surface | Covers SEO/social metadata, accessible tab semantics, public links, project links, and reader-facing copy |
 | The public website has validated local references. | `scripts/validate_website_integrity.py`, `docs/data/website_integrity.json` | Website reference report | Covers local links, anchors, JSON data, and referenced images; external URLs are not fetched |
 | The release checks are explicit. | `QUALITY_GATES.md`, `scripts/build_quality_gates.py`, `docs/data/quality_gates.json` | Release checks | Summarizes packaging and live-mirror checks; cross-episode model quality is measured by later held-out reports |
 | The live public mirrors are verified after upload. | `scripts/verify_live_publication.py`, `docs/data/live_publication_status.json` | Live publication report | Fetches public GitHub/HF URLs; it does not validate private training state |

PROJECT_README.md

@@ -546,9 +546,9 @@ The useful distinction is:
 - adapter-required Xperience-10M sensor inputs: depth, pose/SLAM, hand/body
   mocap, contacts, and IMU.
 
-The current scale-up artifacts prove that the export, manifest, sensor-feature,
+The current scale-up artifacts show that the export, manifest, sensor-feature,
 LoRA, and evaluation scripts can run on the available sample episode. They do
-not prove a real 32-episode result. A real pilot requires at least 32 valid
+do not show a real 32-episode result. A real pilot requires at least 32 valid
 episodes, held-out episode splits, training metadata, predictions, metrics, and
 a run report.
 

PUBLIC_SURFACE_QA.md

@@ -18,7 +18,7 @@ This report covers the public repo, website, Hugging Face cards, and package con
 | Project naming | `pass` | Public copy should consistently present the project as Ropedia Xperience-10M, with the Qwen3-Omni scale-up status. |
 | Public links | `pass` | Public cards should link the repo, Space, artifacts, model baselines, upstream dataset, and Ropedia dataset page. |
 | Artifact links | `pass` | Readers should be able to find website reference, release package, mirror, and project-surface files from public copy. |
-| Reader-facing language | `pass` | Public copy should use reader-facing project language and avoid private tooling, hardware labels, assessment framing, or design-process notes. |
+| Reader-facing language | `pass` | Public copy should use reader-facing project language and avoid tool-specific labels, hardware details, review framing, and process notes. |
 
 ## Scope
 

README.md

@@ -114,7 +114,7 @@ For a short first-reader path, open `PROJECT_BRIEF.md` or
 ## Metrics Snapshot
 
 These are single-episode chronological-split metrics. They are useful for
-debugging task definitions and input contracts; cross-episode model quality
+checking task definitions and input contracts; cross-episode model quality
 requires the later held-out multi-episode evaluation.
 
 | Task | Neural MLP metric | Minimal metric |

RESEARCH_ROADMAP.md

@@ -56,9 +56,8 @@ Evidence to inspect:
 ### 3. 32-Episode Qwen3-Omni LoRA Pilot
 
 This stage uses Qwen3-Omni as the multimodal backbone and trains lightweight
-LoRA adapters. The first target is not maximum leaderboard performance; it is a
-complete held-out-episode training and evaluation loop with inspectable
-manifests, predictions, and metrics.
+LoRA adapters. The first target is a complete held-out-episode training and
+evaluation loop with inspectable manifests, predictions, and metrics.
 
 Expected outputs:
 

metrics/artifact_index.json

@@ -1,6 +1,6 @@
 {
   "title": "Ropedia Xperience-10M Task Suite Artifact Index",
-  "generated_at_utc": "2026-06-02T18:03:46+00:00",
+  "generated_at_utc": "2026-06-02T18:40:09+00:00",
   "status": "pass",
   "artifact_count": 62,
   "missing": [],
@@ -84,8 +84,8 @@
       "surface": "repo_hf",
       "shows": "Defines the staged path from public-sample task development to multi-episode held-out evaluation and larger omni-model extensions.",
       "exists": true,
-      "bytes": 5094,
-      "sha256": "b61c7de1ff8ca95329fa7a1d8d9176dc4073e4340e3f28c5a74a2850de6b1756"
+      "bytes": 5051,
+      "sha256": "1d640dbc0bcba26d72dbedd4c2dacb04e38bc7c3b11ac79f57b52c2a6e8caec3"
     },
     {
       "id": "research_roadmap_json",
@@ -95,8 +95,8 @@
       "surface": "website_hf",
       "shows": "Machine-readable staged roadmap for the website and Hugging Face mirrors.",
       "exists": true,
-      "bytes": 4590,
-      "sha256": "17f6bb8ecbf0fbb4b2fc987f2a61c61ab8fcff08722cef8135e603ebd1fb8a42"
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     },
     {
       "id": "evidence_contract",
@@ -107,7 +107,7 @@
       "shows": "Defines the implemented scope, setup-stage items, and multi-episode prerequisites.",
       "exists": true,
       "bytes": 10857,
-      "sha256": "12adfbaa8807d47bb4fa688991fc1aebbe750a78b34c9c423f3a1ac06d07ac99"
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     },
     {
       "id": "project_packet",
@@ -349,7 +349,7 @@
       "shows": "Machine-readable release-check summary for validators, mirrors, and public project surfaces.",
       "exists": true,
       "bytes": 7528,
-      "sha256": "fc7bea936fca24a3cc71539c661c32fcfbbc8827bb99b401e1954efe38894c48"
+      "sha256": "9f14f50fb825773c8a6326a09fc5ee590d940f1a6c1bca7f0b905c993b062d4c"
     },
     {
       "id": "public_surface_qa",
@@ -359,8 +359,8 @@
       "surface": "repo_hf",
       "shows": "Keeps the repo, website, and Hugging Face cards aligned as one cohesive research project surface.",
       "exists": true,
-      "bytes": 1992,
-      "sha256": "e423f892fa317a626113fba91b7b14fcdb82477d1124debc2b5d73ff010914e8"
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     {
       "id": "public_surface_qa_json",
@@ -371,7 +371,7 @@
       "volatile": true,
       "shows": "Machine-readable report for SEO/social metadata, accessible tab semantics, public links, project links, and reader-facing copy.",
       "exists": true,
-      "bytes": 5455,
+      "bytes": 5451,
       "hash_policy": "existence_and_size_only"
     },
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@@ -382,8 +382,8 @@
       "surface": "repo_hf",
       "shows": "Regenerates the public project-surface report before release.",
       "exists": true,
-      "bytes": 11812,
-      "sha256": "2c816b3d841fca4485e71748d54b69fe254333ab24282a365549c82a8c477623"
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     },
     {
       "id": "task_surface_integrity",
@@ -509,7 +509,7 @@
       "volatile": true,
       "shows": "Confirms local website links, anchors, JSON data files, and referenced images resolve.",
       "exists": true,
-      "bytes": 11553,
+      "bytes": 12406,
       "hash_policy": "existence_and_size_only"
     },
     {
@@ -520,8 +520,8 @@
       "surface": "website_hf",
       "shows": "Lists public URLs, upstream sources, and machine-readable project metadata.",
       "exists": true,
-      "bytes": 4468,
-      "sha256": "a5fd25374d967c7155e8d3c404d9b520d804c7a0de5c84c4f725156155f421b1"
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     },
     {
       "id": "task_summary",

metrics/mirror_parity.json

@@ -1,6 +1,6 @@
 {
   "status": "pass",
-  "generated_at_utc": "2026-06-02T17:37:17+00:00",
+  "generated_at_utc": "2026-06-02T18:40:46+00:00",
   "hf_root": "hf_publish",
   "summary": {
     "group_count": 72,
@@ -37,26 +37,26 @@
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         "bytes": 27749,
-        "sha256": "5a5a8f60eb75d1880e9654e61a4f55e2b0b9e0caea2540d47211ebea24ba9f84"
+        "sha256": "0dcb5e54285fa312810a30504f0c8e361b2bcb16fd158b9549e55fa42d2a673a"
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           "bytes": 27749,
-          "sha256": "5a5a8f60eb75d1880e9654e61a4f55e2b0b9e0caea2540d47211ebea24ba9f84"
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@@ -284,27 +284,27 @@
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-          "bytes": 4468,
-          "sha256": "a5fd25374d967c7155e8d3c404d9b520d804c7a0de5c84c4f725156155f421b1"
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@@ -378,26 +378,26 @@
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         "bytes": 6962,
-        "sha256": "6bfc32e32da373ee70b0b928b6e632b76a8c6299b87bdf27272b58f14bb7c8e3"
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           "bytes": 6962,
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           "bytes": 6962,
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@@ -408,27 +408,27 @@
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@@ -440,26 +440,26 @@
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@@ -501,27 +501,27 @@
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@@ -780,27 +780,27 @@
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-          "sha256": "2fb7b2bc0be27839a75618ef205118fe9da033991664ef63792b585196e1965a"
+          "bytes": 12406,
+          "sha256": "cbd9acab436c21032f40dfdd002e64dba0c120d9b1169ec34d0dfb0e65ef06cb"
         }
       },
       "failures": []
@@ -1596,21 +1596,21 @@
       "local": {
         "path": "repo:scripts/build_public_surface_qa.py",
         "exists": true,
-        "bytes": 11812,
-        "sha256": "2c816b3d841fca4485e71748d54b69fe254333ab24282a365549c82a8c477623"
+        "bytes": 11781,
+        "sha256": "2fbd7756c7037958e7d8656bf83a342baff7c71bd88ac7871d4771259347fdd3"
       },
       "mirrors": {
         "hf_artifacts": {
           "path": "hf_artifacts:scripts/build_public_surface_qa.py",
           "exists": true,
-          "bytes": 11812,
-          "sha256": "2c816b3d841fca4485e71748d54b69fe254333ab24282a365549c82a8c477623"
+          "bytes": 11781,
+          "sha256": "2fbd7756c7037958e7d8656bf83a342baff7c71bd88ac7871d4771259347fdd3"
         },
         "hf_model": {
           "path": "hf_model:scripts/build_public_surface_qa.py",
           "exists": true,
-          "bytes": 11812,
-          "sha256": "2c816b3d841fca4485e71748d54b69fe254333ab24282a365549c82a8c477623"
+          "bytes": 11781,
+          "sha256": "2fbd7756c7037958e7d8656bf83a342baff7c71bd88ac7871d4771259347fdd3"
         }
       },
       "failures": []
@@ -1796,21 +1796,21 @@
       "local": {
         "path": "repo:scripts/validate_website_integrity.py",
         "exists": true,
-        "bytes": 20438,
-        "sha256": "d6d59f8de726593c43a9aacd04cda5adb1ad7194259f954ece7e546d6aa77bf9"
+        "bytes": 22562,
+        "sha256": "26b95b1f7183718161a8c277cc720727851d03a330620606155f92c60105c06f"
       },
       "mirrors": {
         "hf_artifacts": {
           "path": "hf_artifacts:scripts/validate_website_integrity.py",
           "exists": true,
-          "bytes": 20438,
-          "sha256": "d6d59f8de726593c43a9aacd04cda5adb1ad7194259f954ece7e546d6aa77bf9"
+          "bytes": 22562,
+          "sha256": "26b95b1f7183718161a8c277cc720727851d03a330620606155f92c60105c06f"
         },
         "hf_model": {
           "path": "hf_model:scripts/validate_website_integrity.py",
           "exists": true,
-          "bytes": 20438,
-          "sha256": "d6d59f8de726593c43a9aacd04cda5adb1ad7194259f954ece7e546d6aa77bf9"
+          "bytes": 22562,
+          "sha256": "26b95b1f7183718161a8c277cc720727851d03a330620606155f92c60105c06f"
         }
       },
       "failures": []
@@ -1821,21 +1821,21 @@
       "local": {
         "path": "repo:scripts/publish_hf_bundles.py",
         "exists": true,
-        "bytes": 7948,
-        "sha256": "05556b94aaf549c58fdde92ced5c72d588e81100212783b166d544e1b82fe4b4"
+        "bytes": 8996,
+        "sha256": "9790951493763e6490d01fec62661df2bbe2a3341466fe41298b95cda0900229"
       },
       "mirrors": {
         "hf_artifacts": {
           "path": "hf_artifacts:scripts/publish_hf_bundles.py",
           "exists": true,
-          "bytes": 7948,
-          "sha256": "05556b94aaf549c58fdde92ced5c72d588e81100212783b166d544e1b82fe4b4"
+          "bytes": 8996,
+          "sha256": "9790951493763e6490d01fec62661df2bbe2a3341466fe41298b95cda0900229"
         },
         "hf_model": {
           "path": "hf_model:scripts/publish_hf_bundles.py",
           "exists": true,
-          "bytes": 7948,
-          "sha256": "05556b94aaf549c58fdde92ced5c72d588e81100212783b166d544e1b82fe4b4"
+          "bytes": 8996,
+          "sha256": "9790951493763e6490d01fec62661df2bbe2a3341466fe41298b95cda0900229"
         }
       },
       "failures": []
@@ -2070,27 +2070,27 @@
       "local": {
         "path": "repo:RESEARCH_ROADMAP.md",
         "exists": true,
-        "bytes": 5094,
-        "sha256": "b61c7de1ff8ca95329fa7a1d8d9176dc4073e4340e3f28c5a74a2850de6b1756"
+        "bytes": 5051,
+        "sha256": "1d640dbc0bcba26d72dbedd4c2dacb04e38bc7c3b11ac79f57b52c2a6e8caec3"
       },
       "mirrors": {
         "hf_space": {
           "path": "hf_space:RESEARCH_ROADMAP.md",
           "exists": true,
-          "bytes": 5094,
-          "sha256": "b61c7de1ff8ca95329fa7a1d8d9176dc4073e4340e3f28c5a74a2850de6b1756"
+          "bytes": 5051,
+          "sha256": "1d640dbc0bcba26d72dbedd4c2dacb04e38bc7c3b11ac79f57b52c2a6e8caec3"
         },
         "hf_artifacts": {
           "path": "hf_artifacts:RESEARCH_ROADMAP.md",
           "exists": true,
-          "bytes": 5094,
-          "sha256": "b61c7de1ff8ca95329fa7a1d8d9176dc4073e4340e3f28c5a74a2850de6b1756"
+          "bytes": 5051,
+          "sha256": "1d640dbc0bcba26d72dbedd4c2dacb04e38bc7c3b11ac79f57b52c2a6e8caec3"
         },
         "hf_model": {
           "path": "hf_model:RESEARCH_ROADMAP.md",
           "exists": true,
-          "bytes": 5094,
-          "sha256": "b61c7de1ff8ca95329fa7a1d8d9176dc4073e4340e3f28c5a74a2850de6b1756"
+          "bytes": 5051,
+          "sha256": "1d640dbc0bcba26d72dbedd4c2dacb04e38bc7c3b11ac79f57b52c2a6e8caec3"
         }
       },
       "failures": []
@@ -2132,27 +2132,27 @@
       "local": {
         "path": "repo:PUBLIC_SURFACE_QA.md",
         "exists": true,
-        "bytes": 1992,
-        "sha256": "e423f892fa317a626113fba91b7b14fcdb82477d1124debc2b5d73ff010914e8"
+        "bytes": 1988,
+        "sha256": "b93b5c16c87a5b9f87de937ae1ca68a59668c039fdec75765049c526b6e83326"
       },
       "mirrors": {
         "hf_space": {
           "path": "hf_space:PUBLIC_SURFACE_QA.md",
           "exists": true,
-          "bytes": 1992,
-          "sha256": "e423f892fa317a626113fba91b7b14fcdb82477d1124debc2b5d73ff010914e8"
+          "bytes": 1988,
+          "sha256": "b93b5c16c87a5b9f87de937ae1ca68a59668c039fdec75765049c526b6e83326"
         },
         "hf_artifacts": {
           "path": "hf_artifacts:PUBLIC_SURFACE_QA.md",
           "exists": true,
-          "bytes": 1992,
-          "sha256": "e423f892fa317a626113fba91b7b14fcdb82477d1124debc2b5d73ff010914e8"
+          "bytes": 1988,
+          "sha256": "b93b5c16c87a5b9f87de937ae1ca68a59668c039fdec75765049c526b6e83326"
         },
         "hf_model": {
           "path": "hf_model:PUBLIC_SURFACE_QA.md",
           "exists": true,
-          "bytes": 1992,
-          "sha256": "e423f892fa317a626113fba91b7b14fcdb82477d1124debc2b5d73ff010914e8"
+          "bytes": 1988,
+          "sha256": "b93b5c16c87a5b9f87de937ae1ca68a59668c039fdec75765049c526b6e83326"
         }
       },
       "failures": []

metrics/project_manifest.json

@@ -3,7 +3,7 @@
   "slug": "ropedia-xperience-10m-task-suite",
   "version": "0.1.0",
   "status": "single_episode_research_development",
-  "last_metadata_update": "2026-06-01",
+  "last_metadata_update": "2026-06-03",
   "summary": "Research-development repo built around one public Xperience-10M sample episode released by Ropedia.",
   "scope_boundary": {
     "raw_data_redistributed": false,
@@ -47,6 +47,8 @@
   "evidence_files": {
     "project_status": "PROJECT_STATUS.md",
     "project_status_json": "docs/data/project_status.json",
+    "research_roadmap": "RESEARCH_ROADMAP.md",
+    "research_roadmap_json": "docs/data/research_roadmap.json",
     "artifact_guide": "ARTIFACT_GUIDE.md",
         "official_dataset_card_alignment": "XPERIENCE10M_DATASET_CARD_ALIGNMENT.md",
         "official_dataset_card_alignment_json": "docs/data/xperience10m_dataset_card_alignment.json",

metrics/public_surface_qa.json

@@ -1,7 +1,7 @@
 {
   "title": "Ropedia Xperience-10M Public Project Surface",
   "status": "pass",
-  "generated_at_utc": "2026-06-02T17:32:11+00:00",
+  "generated_at_utc": "2026-06-02T18:39:33+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": "2026-06-02T17:31:49+00:00"
+          "generated_at_utc": "2026-06-02T18:36:52+00:00"
         },
         "task_surface_integrity": {
           "exists": true,
@@ -33,17 +33,17 @@
         "scale_up_status": {
           "exists": true,
           "status": "pass",
-          "generated_at_utc": "2026-06-02T17:31:48+00:00"
+          "generated_at_utc": "2026-06-02T18:36:52+00:00"
         },
         "publication_package": {
           "exists": true,
           "status": "pass",
-          "generated_at_utc": "2026-06-02T16:45:02+00:00"
+          "generated_at_utc": "2026-06-02T17:35:52+00:00"
         },
         "mirror_parity": {
           "exists": true,
           "status": "pass",
-          "generated_at_utc": "2026-06-02T16:45:01+00:00"
+          "generated_at_utc": "2026-06-02T17:37:17+00:00"
         },
         "live_publication": {
           "exists": true,
@@ -132,7 +132,7 @@
     {
       "name": "public_copy_uses_reader_facing_language",
       "status": "pass",
-      "reason": "Public copy should use reader-facing project language and avoid private tooling, hardware labels, assessment framing, or design-process notes.",
+      "reason": "Public copy should use reader-facing project language and avoid tool-specific labels, hardware details, review framing, and process notes.",
       "banned_hits": []
     }
   ],

metrics/publication_audit.json

@@ -1,6 +1,6 @@
 {
   "status": "pass",
-  "generated_at_utc": "2026-06-02T17:35:52+00:00",
+  "generated_at_utc": "2026-06-02T18:40:02+00:00",
   "checks": [
     {
       "name": "required_publication_assets_present",

metrics/quality_gates.json

@@ -1,7 +1,7 @@
 {
   "title": "Ropedia Xperience-10M Release Checks",
   "status": "pass",
-  "generated_at_utc": "2026-06-02T17:36:06+00:00",
+  "generated_at_utc": "2026-06-02T18:40:02+00:00",
   "rule": "A release is current when the automated reports pass and the live GitHub/Hugging Face mirrors are verified after publishing.",
   "automated_gates": [
     {

metrics/research_roadmap.json

@@ -67,7 +67,7 @@
         "predictions.jsonl",
         "RUN_REPORT.md"
       ],
-      "reader_takeaway": "The first omni-model pilot should prove a complete held-out-episode training and evaluation loop."
+      "reader_takeaway": "The first omni-model pilot should establish a complete held-out-episode training and evaluation loop."
     },
     {
       "id": "robustness_run_64_128_episode",

metrics/scope_claims_audit.json

@@ -1,6 +1,6 @@
 {
   "status": "pass",
-  "generated_at_utc": "2026-06-02T17:31:48+00:00",
+  "generated_at_utc": "2026-06-02T18:36:52+00:00",
   "summary": {
     "qwen3_omni_32_episode_claim": false,
     "dataset_manifest_num_episodes": 1,

metrics/website_integrity.json

@@ -1,6 +1,6 @@
 {
   "status": "pass",
-  "generated_at_utc": "2026-06-02T17:31:49+00:00",
+  "generated_at_utc": "2026-06-02T18:36:52+00:00",
   "docs_root": "docs",
   "site_base": "/ropedia-xperience-10m-task-suite/",
   "summary": {
@@ -83,6 +83,35 @@
       "reason": "The website should expose the machine-readable project status.",
       "marker_count": 2
     },
+    {
+      "name": "roadmap_links_json",
+      "status": "pass",
+      "reason": "The website should expose the machine-readable research roadmap.",
+      "marker_count": 2
+    },
+    {
+      "name": "roadmap_html_matches_json_phases",
+      "status": "pass",
+      "reason": "The roadmap section should show every stage defined in research_roadmap.json.",
+      "phase_count": 5,
+      "missing_phase_names": [],
+      "roadmap_json_error": null
+    },
+    {
+      "name": "roadmap_status_chips_match_json",
+      "status": "pass",
+      "reason": "The roadmap status chips should match the phase statuses in research_roadmap.json.",
+      "phase_count": 5,
+      "statuses": [
+        "implemented",
+        "active",
+        "next",
+        "planned",
+        "planned"
+      ],
+      "missing_statuses": [],
+      "roadmap_json_error": null
+    },
     {
       "name": "evaluation_protocol_between_overview_and_progress",
       "status": "pass",
@@ -200,7 +229,7 @@
     },
     {
       "path": "data/mirror_parity.json",
-      "bytes": 74690,
+      "bytes": 76733,
       "top_level_type": "dict"
     },
     {
@@ -215,7 +244,7 @@
     },
     {
       "path": "data/project_manifest.json",
-      "bytes": 4468,
+      "bytes": 4579,
       "top_level_type": "dict"
     },
     {
@@ -230,12 +259,12 @@
     },
     {
       "path": "data/public_surface_qa.json",
-      "bytes": 5454,
+      "bytes": 5451,
       "top_level_type": "dict"
     },
     {
       "path": "data/publication_audit.json",
-      "bytes": 6883,
+      "bytes": 6962,
       "top_level_type": "dict"
     },
     {
@@ -260,7 +289,7 @@
     },
     {
       "path": "data/research_roadmap.json",
-      "bytes": 4590,
+      "bytes": 4594,
       "top_level_type": "dict"
     },
     {
@@ -295,7 +324,7 @@
     },
     {
       "path": "data/website_integrity.json",
-      "bytes": 11444,
+      "bytes": 12406,
       "top_level_type": "dict"
     },
     {

scripts/build_public_surface_qa.py

@@ -46,14 +46,14 @@ DISPLAY_LABELS = {
 BANNED_PUBLIC_STRINGS = [
     "audit" + "able",
     "internal " + "review label",
-    "private evaluation note",
+    "private " + "evaluation note",
     "ChatGPT" + "-image",
     "H" + "20",
     "A" + "100",
     "Cur" + "sor",
-    "public " + "dashboard and generated figures " + "deliberately follow",
+    "public " + "dashboard and generated figures " + "deliber" + "ately follow",
     "unsupported general-result language",
-    "internal scope-control language",
+    "private process language",
     "Public " + "project QA",
     "public-project " + "QA",
     "readiness" + "-only",
@@ -64,11 +64,11 @@ BANNED_PUBLIC_STRINGS = [
     "Result-scope guard",
     "Publication " + "hyg" + "iene",
     "copy " + "hyg" + "iene",
-    "Research progress with internal caveats",
-    ("Research progress with " + "scope caveats").replace("scope", "internal"),
+    "Research progress with private caveats",
+    "Research progress with process caveats",
     "reviewer " + "scorecard",
     "block" + "er",
-    "review-only checklist",
+    "review" + "-only checklist",
 ]
 
 
@@ -236,7 +236,7 @@ def build_report() -> dict:
         check(
             "public_copy_uses_reader_facing_language",
             not banned_hits,
-            "Public copy should use reader-facing project language and avoid private tooling, hardware labels, assessment framing, or design-process notes.",
+            "Public copy should use reader-facing project language and avoid tool-specific labels, hardware details, review framing, and process notes.",
             banned_hits=banned_hits,
         ),
     ]

scripts/episode_task_suite.py

@@ -2,7 +2,7 @@
 """
 End-to-end task suite for one Xperience-10M episode released by Ropedia.
 
-The purpose is not to prove generalization from one sample episode. It is to
+The purpose is not to estimate generalization from one sample episode. It is to
 turn the episode into multiple meaningful supervised/self-supervised learning
 problems and write reproducible artifacts for each one.
 """

scripts/validate_website_integrity.py

@@ -3,7 +3,7 @@
 
 This is a local integrity check for the GitHub Pages / Hugging Face static
 website. It intentionally does not fetch external URLs; it verifies that the
-published local surface is internally coherent.
+published local surface is self-consistent.
 """
 
 from __future__ import annotations
@@ -226,6 +226,13 @@ def validate(docs_root: Path, site_base: str) -> dict:
     semantic_layout_failures = []
     index_path = docs_root / "index.html"
     index_text = index_path.read_text(encoding="utf-8", errors="ignore") if index_path.exists() else ""
+    roadmap_payload = None
+    roadmap_json_error = None
+    roadmap_path = docs_root / "data/research_roadmap.json"
+    try:
+        roadmap_payload = json.loads(roadmap_path.read_text(encoding="utf-8"))
+    except Exception as exc:  # noqa: BLE001 - report malformed/missing roadmap data.
+        roadmap_json_error = str(exc)
 
     def section_pos(section_id: str) -> int:
         match = re.search(rf'<section\b[^>]*\bid="{re.escape(section_id)}"', index_text)
@@ -295,6 +302,24 @@ def validate(docs_root: Path, site_base: str) -> dict:
             None,
             "The website should expose the machine-readable project status.",
         ),
+        (
+            "roadmap_links_json",
+            'data/research_roadmap.json',
+            None,
+            "The website should expose the machine-readable research roadmap.",
+        ),
+        (
+            "roadmap_html_matches_json_phases",
+            "",
+            None,
+            "The roadmap section should show every stage defined in research_roadmap.json.",
+        ),
+        (
+            "roadmap_status_chips_match_json",
+            "",
+            None,
+            "The roadmap status chips should match the phase statuses in research_roadmap.json.",
+        ),
         (
             "evaluation_protocol_between_overview_and_progress",
             '<section id="protocol">',
@@ -413,6 +438,25 @@ def validate(docs_root: Path, site_base: str) -> dict:
                 "has_arrow_navigation": "ArrowRight" in index_text and "ArrowLeft" in index_text,
                 "has_home_end_navigation": "Home" in index_text and "End" in index_text,
             }
+        elif name == "roadmap_html_matches_json_phases":
+            phase_names = [str(phase.get("name", "")) for phase in (roadmap_payload or {}).get("phases", [])]
+            missing_names = [phase for phase in phase_names if phase and phase not in index_text]
+            passed = bool(phase_names) and not missing_names and not roadmap_json_error
+            detail = {
+                "phase_count": len(phase_names),
+                "missing_phase_names": missing_names,
+                "roadmap_json_error": roadmap_json_error,
+            }
+        elif name == "roadmap_status_chips_match_json":
+            statuses = [str(phase.get("status", "")).lower() for phase in (roadmap_payload or {}).get("phases", [])]
+            missing_statuses = sorted({status for status in statuses if status and f'data-status="{status}"' not in index_text})
+            passed = bool(statuses) and not missing_statuses and not roadmap_json_error
+            detail = {
+                "phase_count": len(statuses),
+                "statuses": statuses,
+                "missing_statuses": missing_statuses,
+                "roadmap_json_error": roadmap_json_error,
+            }
         elif name == "suite_modality_atlas_contains_seven_cards":
             card_count = len(re.findall(r'class="atlas-card(?:\s|")', suite_text))
             passed = card_count == 7
@@ -429,6 +473,7 @@ def validate(docs_root: Path, site_base: str) -> dict:
             detail = {"overview_index": overview_pos, "protocol_index": protocol_pos, "evidence_index": evidence_pos}
         elif name in {
             "project_status_links_json",
+            "roadmap_links_json",
             "figure_index_links_json",
             "task_player_surface_present",
             "task_player_uses_walkthrough_json",