Publish Ropedia Xperience-10M derived artifacts

ARTIFACT_GUIDE.md

@@ -23,7 +23,7 @@ The project separates these reading layers:
    four research-direction extension probes.
 8. **Reproducibility:** public commands, expected outputs, and exact-match
    evidence for the single-episode pipeline.
-9. **Public surface QA:** repo, website, and Hugging Face presentation quality,
+9. **Public presentation check:** repo, website, and Hugging Face pages,
    accessibility semantics, links, and reader-facing copy consistency.
 10. **Scale-up status:** scripts and reports for the planned 32-episode
    Qwen3-Omni pilot, with the data-access requirement kept visible.
@@ -49,7 +49,7 @@ The project separates these reading layers:
 | [`docs/data/source_alignment_audit.json`](docs/data/source_alignment_audit.json) | Machine-readable pass/fail check for source facts and current-project markers. |
 | [`docs/data/evaluation_protocol.json`](docs/data/evaluation_protocol.json) | Machine-readable evaluation protocol generated from committed metrics. |
 | [`docs/data/quality_gates.json`](docs/data/quality_gates.json) | Machine-readable quality-gate summary for website and HF mirrors. |
-| [`docs/data/public_surface_qa.json`](docs/data/public_surface_qa.json) | Machine-readable public-surface QA for website, repo, and Hugging Face presentation. |
+| [`docs/data/public_surface_qa.json`](docs/data/public_surface_qa.json) | Machine-readable public presentation check for website, repo, and Hugging Face pages. |
 | [`docs/data/live_publication_status.json`](docs/data/live_publication_status.json) | Last live GitHub/HF verification after upload. |
 | [`docs/data/mirror_parity.json`](docs/data/mirror_parity.json) | Confirms prepared HF Space, artifact, and model mirrors match the repo for critical data, figures, website HTML, and validator scripts. |
 | [`docs/data/publication_audit.json`](docs/data/publication_audit.json) | Confirms public bundles exclude raw data, Python caches, heavy archives, token strings, and stale public-card figure references. |
@@ -129,11 +129,11 @@ The project separates these reading layers:
 | [HF baseline model repo](https://huggingface.co/cy0307/ropedia-xperience-10m-task-baselines) | Lightweight minimal and neural task-head model files. |
 | [HF collection](https://huggingface.co/collections/cy0307/ropedia-xperience-10m-task-suite) | One grouped landing page for the Space, artifact dataset, and baseline model repo. |
 
-| QA artifact | What it checks |
+| Presentation artifact | What it checks |
 | --- | --- |
-| [`PUBLIC_SURFACE_QA.md`](PUBLIC_SURFACE_QA.md) | Human-readable presentation QA for repo, website, and Hugging Face cards. |
-| [`docs/data/public_surface_qa.json`](docs/data/public_surface_qa.json) | Machine-readable checks for SEO/social metadata, accessible tabs, public links, QA links, and reader-facing copy consistency. |
-| [`scripts/build_public_surface_qa.py`](scripts/build_public_surface_qa.py) | Regenerates the public-surface QA report before release. |
+| [`PUBLIC_SURFACE_QA.md`](PUBLIC_SURFACE_QA.md) | Human-readable presentation check for repo, website, and Hugging Face cards. |
+| [`docs/data/public_surface_qa.json`](docs/data/public_surface_qa.json) | Machine-readable checks for SEO/social metadata, accessible tabs, public links, project-check links, and reader-facing copy consistency. |
+| [`scripts/build_public_surface_qa.py`](scripts/build_public_surface_qa.py) | Regenerates the public presentation check before release. |
 
 ## Scale-Up Status
 

EVIDENCE_CONTRACT.md

@@ -25,7 +25,7 @@ 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` | Verified pass | 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` | Verified pass | 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 publication-clean. | `scripts/validate_publication_package.py`, `docs/data/publication_audit.json` | Verified pass | Checks 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` | Verified public-surface QA | Checks SEO/social metadata, accessible tab semantics, public links, QA links, and reader-facing copy consistency |
+| 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` | Verified public presentation | Checks SEO/social metadata, accessible tab semantics, public links, project-check links, and reader-facing copy consistency |
 | The public website has checked local references. | `scripts/validate_website_integrity.py`, `docs/data/website_integrity.json` | Verified pass | Checks local links, anchors, JSON data, and referenced images; external URLs are not fetched |
 | The release gate is explicit. | `QUALITY_GATES.md`, `scripts/build_quality_gates.py`, `docs/data/quality_gates.json` | Verified pass | Summarizes packaging and live-mirror checks; cross-episode model quality is measured by later held-out reports |
 | The live public mirrors are checked after upload. | `scripts/verify_live_publication.py`, `docs/data/live_publication_status.json` | Verified pass | Fetches public GitHub/HF URLs; it does not validate private training state |

PROJECT_README.md

@@ -78,7 +78,7 @@ multi-episode held-out model metrics:
 | Neural heads | `scripts/neural_task_models.py`, `results/episode_task_suite/neural_mlp/` | compact MLP heads, not a foundation model |
 | Research directions | `research_direction_taxonomy.json`, extension probe results | direct/proxy/diagnostic evidence, not full solutions |
 | Task surface integrity | `docs/data/task_surface_integrity.json`, `scripts/validate_task_surface.py` | public task cards stay human-readable, thumbnail-backed, and wired to the scrub/play walkthrough storyboard |
-| Public presentation check | `PUBLIC_SURFACE_QA.md`, `docs/data/public_surface_qa.json`, `scripts/build_public_surface_qa.py` | repo, website, and Hugging Face cards preserve SEO/social metadata, accessible tab semantics, public links, QA links, and copy consistency |
+| Public presentation check | `PUBLIC_SURFACE_QA.md`, `docs/data/public_surface_qa.json`, `scripts/build_public_surface_qa.py` | repo, website, and Hugging Face cards preserve SEO/social metadata, accessible tab semantics, public links, project-check links, and copy consistency |
 | Qwen3-Omni | `results/omni_finetune/DATA_BLOCKER_REPORT.md`, `MULTI_EPISODE_ACCESS_STATUS.md` | setup-stage until 32 valid episodes are available and held-out evaluation runs |
 | Scale-up status check | `scripts/validate_scope_claims.py`, `docs/data/scope_claims_audit.json` | historical `32ep` path strings stay in setup-file provenance and are not presented as completed 32-episode results |
 | Mirror parity | `scripts/validate_mirror_parity.py`, `docs/data/mirror_parity.json` | prepared GitHub/HF mirrors carry matching data, figure, website HTML, and validator files |
@@ -105,7 +105,7 @@ The current scale-up status check is at
 [`docs/data/scope_claims_audit.json`](docs/data/scope_claims_audit.json).
 The task-card and walkthrough-storyboard integrity report is at
 [`docs/data/task_surface_integrity.json`](docs/data/task_surface_integrity.json).
-The public-surface QA report is at
+The public presentation check is at
 [`PUBLIC_SURFACE_QA.md`](PUBLIC_SURFACE_QA.md) and
 [`docs/data/public_surface_qa.json`](docs/data/public_surface_qa.json).
 The generated evaluation protocol is at
@@ -154,7 +154,7 @@ They give the current research state in one compact table:
 | Official dataset wording | Verified against the public `ropedia-ai/xperience-10m` dataset card/API metadata |
 | Source alignment | Verified source facts and current-project markers across repo, website, and HF cards |
 | Evaluation protocol | Verified generated protocol for windowing, split policy, leakage controls, and per-task metrics |
-| Website and HF mirrors | Verified by local integrity, public-surface QA, mirror parity, and live-publication checks; the public dashboard uses five top-level tabs plus subsection tabs for dataset, task-suite, method, result, and resource views |
+| Website and HF mirrors | Verified by local integrity, presentation checks, mirror parity, and live-publication checks; the public dashboard uses five top-level tabs plus subsection tabs for dataset, task-suite, method, result, and resource views |
 | Qwen3-Omni 32-episode pilot | Data-gated; prepared, with full metrics pending held-out evaluation |
 | Raw Xperience-10M data / full Qwen weights | Not redistributed |
 

PUBLIC_SURFACE_QA.md

@@ -1,4 +1,4 @@
-# Public Surface QA
+# Public Presentation Check
 
 This generated report checks whether the public repo, website, and Hugging Face cards read like one polished research project.
 
@@ -10,14 +10,14 @@ This report validates public presentation quality and package contents. Multi-ep
 
 | Check | Status | What it guards |
 | --- | --- | --- |
-| public_surface_files_exist | `pass` | Repo README, website HTML, and three Hugging Face cards should all be present in the publication workspace. |
-| core_status_reports_pass | `pass` | Current public-surface QA depends on the existing validators already reporting pass. |
+| public_presentation_files_exist | `pass` | Repo README, website HTML, and three Hugging Face cards should all be present in the publication workspace. |
+| core_status_reports_pass | `pass` | The presentation check depends on the existing project validators already reporting pass. |
 | website_has_research_seo_metadata | `pass` | The website should expose search/social metadata and structured project metadata. |
 | website_tabs_are_accessible_and_keyboardable | `pass` | The long research dashboard should be navigable as real tabs, including keyboard support. |
 | responsive_navigation_guard_present | `pass` | Tablet/mobile navigation should not overflow and deep links should land below sticky navigation. |
 | public_naming_consistent | `pass` | Public copy should consistently present the project as Ropedia Xperience-10M, with the Qwen3-Omni scale-up status. |
 | public_links_cover_repo_hf_dataset_and_ropedia | `pass` | Public cards should link the repo, Space, artifacts, model baselines, upstream dataset, and Ropedia dataset page. |
-| public_artifact_qa_files_are_exposed | `pass` | Readers should be able to find integrity, publication, mirror, and public-surface QA files from public copy. |
+| public_artifact_qa_files_are_exposed | `pass` | Readers should be able to find integrity, publication, mirror, and presentation-check files from public copy. |
 | public_copy_uses_reader_facing_language | `pass` | Public copy should use reader-facing project language and avoid private tooling, hardware labels, assessment framing, or design-process notes. |
 
 ## Scope

QUALITY_GATES.md

@@ -22,7 +22,7 @@ These gates validate public packaging, project status wording, mirror parity, an
 | Quality-gate manifest | `python scripts/build_quality_gates.py` | `docs/data/quality_gates.json` | `pass` | A public reader cannot see the current packaging gates in one place. |
 | Artifact index | `python scripts/build_artifact_index.py` | `docs/data/artifact_index.json` | `pass` | Project-critical evidence files are missing from the indexed artifact layer. |
 | Publication package check | `python scripts/validate_publication_package.py` | `docs/data/publication_audit.json` | `pass` | Raw data, caches, heavy archives, token strings, missing required assets, or stale public-card figure references enter public bundles. |
-| Public surface QA | `python scripts/build_public_surface_qa.py` | `docs/data/public_surface_qa.json` | `pass` | Repo, website, or Hugging Face presentation loses SEO/social metadata, accessible tab semantics, source links, QA links, or reader-facing copy consistency. |
+| Public presentation check | `python scripts/build_public_surface_qa.py` | `docs/data/public_surface_qa.json` | `pass` | Repo, website, or Hugging Face presentation loses SEO/social metadata, accessible tab semantics, source links, project-check links, or reader-facing copy consistency. |
 | Prepared mirror parity | `python scripts/validate_mirror_parity.py` | `docs/data/mirror_parity.json` | `pass` | Prepared HF Space, artifact dataset, or model bundle diverges from the repo for critical files. |
 
 ## Post-Publish Checks

README.md

@@ -122,7 +122,7 @@ Research Takeaways: `RESEARCH_TAKEAWAYS.md` and `docs/data/research_takeaways.js
 Official dataset-card alignment: `XPERIENCE10M_DATASET_CARD_ALIGNMENT.md` and `docs/data/xperience10m_dataset_card_alignment.json`.
 Source alignment: `SOURCE_ALIGNMENT_AUDIT.md` and `docs/data/source_alignment_audit.json`.
 Publication quality gates: `QUALITY_GATES.md` and `docs/data/quality_gates.json`.
-Public surface QA: `PUBLIC_SURFACE_QA.md` and `docs/data/public_surface_qa.json`.
+Public presentation check: `PUBLIC_SURFACE_QA.md` and `docs/data/public_surface_qa.json`.
 Live publication status: `docs/data/live_publication_status.json`.
 Machine-readable project packet: `docs/data/project_packet.json`.
 Source-of-truth artifact index: `docs/data/artifact_index.json`.
@@ -200,7 +200,7 @@ Source-of-truth brand asset index: `docs/data/brand_assets.json`.
 - `scripts/validate_mirror_parity.py`: prepared mirror parity validator
 - `scripts/validate_scope_claims.py`: validates Qwen3-Omni setup status against completed 32-episode results
 - `scripts/validate_publication_package.py`: public bundle validator
-- `scripts/build_public_surface_qa.py`: public-surface QA report builder
+- `scripts/build_public_surface_qa.py`: public presentation report builder
 - `scripts/validate_website_integrity.py`: website local-reference validator
 - `notes/*.md`: interpretation and reproducibility notes
 

docs/data/artifact_index.json

@@ -1,6 +1,6 @@
 {
   "title": "Ropedia Xperience-10M Task Suite Artifact Index",
-  "generated_at_utc": "2026-06-02T10:27:48+00:00",
+  "generated_at_utc": "2026-06-02T10:51:47+00:00",
   "status": "pass",
   "artifact_count": 58,
   "missing": [],
@@ -63,8 +63,8 @@
       "surface": "repo",
       "proves": "Defines the implemented scope, setup-stage items, and multi-episode prerequisites.",
       "exists": true,
-      "bytes": 10413,
-      "sha256": "5e44f60cc057c58adb4463f787efd520ff2cd37362482d978090956fefd53219"
+      "bytes": 10426,
+      "sha256": "57ac1db1cfc49b18865e8f294d6fc58941cca5f50ece92b3c15d0c613178bc22"
     },
     {
       "id": "project_packet",
@@ -85,8 +85,8 @@
       "surface": "repo_hf",
       "proves": "Gives the human-readable map from project scope to data, tasks, platform mirrors, and scale-up status.",
       "exists": true,
-      "bytes": 13851,
-      "sha256": "609a356796d412de66b65974ecd18bee25134405a0ee903b0938b27fa0ef98d7"
+      "bytes": 13870,
+      "sha256": "fa6ecada10a5837e0d2c9d59a40ddb91fd5362514353756bde618d6897702157"
     },
     {
       "id": "official_dataset_card_alignment",
@@ -294,8 +294,8 @@
       "surface": "repo_hf",
       "proves": "Lists the automated and post-publish gates required before presenting a release as current.",
       "exists": true,
-      "bytes": 4534,
-      "sha256": "8b41714c646810f5864574d560111bb1f4e88a11c33c46860e8bda397f20fe9a"
+      "bytes": 4553,
+      "sha256": "18f71ee219b95182d6d72f1d14535db633d25298b3374c35ebbe50bd76d7d42d"
     },
     {
       "id": "quality_gate_manifest",
@@ -305,42 +305,42 @@
       "surface": "website_hf",
       "proves": "Machine-readable release-gate summary for validators, mirrors, and public project surfaces.",
       "exists": true,
-      "bytes": 7557,
-      "sha256": "ff5f3e83ec7f022850287fa21f983b057801afc8d0ea4a2464018a642e1e6af9"
+      "bytes": 7576,
+      "sha256": "db30369036fe4dac630b663d36bf835cff746d7df033c8e80a04eb3a1b0e7323"
     },
     {
       "id": "public_surface_qa",
-      "title": "Public surface QA",
+      "title": "Public presentation check",
       "path": "PUBLIC_SURFACE_QA.md",
       "kind": "quality_gate",
       "surface": "repo_hf",
       "proves": "Checks whether the repo, website, and Hugging Face cards read as one coherent research project surface.",
       "exists": true,
-      "bytes": 2126,
-      "sha256": "2b442ae6b81a958cf5b522003b0e74f41ba37dab2cc5bddafafd69a31db3e6c0"
+      "bytes": 2145,
+      "sha256": "690d698d55e2f9a557642dd0a77a7285a73f30be31564f5686d258fdf269c897"
     },
     {
       "id": "public_surface_qa_json",
-      "title": "Public surface QA JSON",
+      "title": "Public presentation check JSON",
       "path": "docs/data/public_surface_qa.json",
       "kind": "quality_gate",
       "surface": "website_hf",
       "volatile": true,
-      "proves": "Machine-readable checks for SEO/social metadata, accessible tab semantics, public links, QA links, and reader-facing copy consistency.",
+      "proves": "Machine-readable checks for SEO/social metadata, accessible tab semantics, public links, project-check links, and reader-facing copy consistency.",
       "exists": true,
-      "bytes": 5342,
+      "bytes": 5533,
       "hash_policy": "existence_and_size_only"
     },
     {
       "id": "public_surface_qa_builder",
-      "title": "Public surface QA builder",
+      "title": "Public presentation check builder",
       "path": "scripts/build_public_surface_qa.py",
       "kind": "quality_gate",
       "surface": "repo_hf",
-      "proves": "Regenerates the public-surface QA report before release.",
+      "proves": "Regenerates the public presentation check before release.",
       "exists": true,
-      "bytes": 10788,
-      "sha256": "aef132b266f3f3400cc6209fdb08146c73718f5df481ab183f6b2a168a24085a"
+      "bytes": 10876,
+      "sha256": "ffd5a05413aaf1b91a465cbe8dcc7b7598bbd0b3ed46ed719483fc069f7174d8"
     },
     {
       "id": "task_surface_integrity",
@@ -385,8 +385,8 @@
       "surface": "repo",
       "proves": "Fetches the published GitHub/HF URLs and compares live hashes and public-card markers against the release assets.",
       "exists": true,
-      "bytes": 26872,
-      "sha256": "a22a524aaf07968918a6fde0c8ab117cd49ccbfab0acc1e4f267be11ac654eb2"
+      "bytes": 26922,
+      "sha256": "a1bd62b94633689c9a8205931f066ae1ee7b9be1720a0d36e9e5cc8846624864"
     },
     {
       "id": "reproducibility_contract",
@@ -418,8 +418,8 @@
       "surface": "repo_hf",
       "proves": "Generates the selective proof-artifact catalog from local files.",
       "exists": true,
-      "bytes": 21565,
-      "sha256": "41b42117affe2d8721938f587a87f35d53fde9f307bf54eabeb96e82adbfc10a"
+      "bytes": 21601,
+      "sha256": "89ca41a6ea90fd4a50326c71055e6c68da8dd3977b79798f14333d01ae3c661c"
     },
     {
       "id": "publication_audit",

docs/data/live_publication_status.json

@@ -98,7 +98,7 @@
     },
     {
       "id": "public_surface_qa_json",
-      "title": "Public-surface QA JSON",
+      "title": "Public presentation JSON",
       "status": "pass",
       "local": {
         "path": "docs/data/public_surface_qa.json",
@@ -673,8 +673,8 @@
       "failures": []
     },
     {
-      "id": "github_pages_mirror_parity_path_hygiene",
-      "title": "github_pages: Mirror parity JSON hides local paths",
+      "id": "github_pages_mirror_parity_local_path_check",
+      "title": "github_pages: Mirror parity JSON excludes local paths",
       "url": "https://chaoyue0307.github.io/ropedia-xperience-10m-task-suite/data/mirror_parity.json",
       "status": "pass",
       "fetch": {
@@ -690,8 +690,8 @@
       "failures": []
     },
     {
-      "id": "hf_space_mirror_parity_path_hygiene",
-      "title": "hf_space: Mirror parity JSON hides local paths",
+      "id": "hf_space_mirror_parity_local_path_check",
+      "title": "hf_space: Mirror parity JSON excludes local paths",
       "url": "https://huggingface.co/spaces/cy0307/ropedia-xperience-10m-task-suite/raw/main/data/mirror_parity.json",
       "status": "pass",
       "fetch": {
@@ -707,8 +707,8 @@
       "failures": []
     },
     {
-      "id": "hf_artifacts_mirror_parity_path_hygiene",
-      "title": "hf_artifacts: Mirror parity JSON hides local paths",
+      "id": "hf_artifacts_mirror_parity_local_path_check",
+      "title": "hf_artifacts: Mirror parity JSON excludes local paths",
       "url": "https://huggingface.co/datasets/cy0307/ropedia-xperience-10m-task-suite-artifacts/resolve/main/docs/data/mirror_parity.json",
       "status": "pass",
       "fetch": {
@@ -724,8 +724,8 @@
       "failures": []
     },
     {
-      "id": "hf_model_mirror_parity_path_hygiene",
-      "title": "hf_model: Mirror parity JSON hides local paths",
+      "id": "hf_model_mirror_parity_local_path_check",
+      "title": "hf_model: Mirror parity JSON excludes local paths",
       "url": "https://huggingface.co/cy0307/ropedia-xperience-10m-task-baselines/resolve/main/metrics/mirror_parity.json",
       "status": "pass",
       "fetch": {
@@ -741,8 +741,8 @@
       "failures": []
     },
     {
-      "id": "github_pages_publication_audit_path_hygiene",
-      "title": "github_pages: Publication audit JSON hides local paths",
+      "id": "github_pages_publication_audit_local_path_check",
+      "title": "github_pages: Publication audit JSON excludes local paths",
       "url": "https://chaoyue0307.github.io/ropedia-xperience-10m-task-suite/data/publication_audit.json",
       "status": "pass",
       "fetch": {
@@ -758,8 +758,8 @@
       "failures": []
     },
     {
-      "id": "hf_space_publication_audit_path_hygiene",
-      "title": "hf_space: Publication audit JSON hides local paths",
+      "id": "hf_space_publication_audit_local_path_check",
+      "title": "hf_space: Publication audit JSON excludes local paths",
       "url": "https://huggingface.co/spaces/cy0307/ropedia-xperience-10m-task-suite/raw/main/data/publication_audit.json",
       "status": "pass",
       "fetch": {
@@ -775,8 +775,8 @@
       "failures": []
     },
     {
-      "id": "hf_artifacts_publication_audit_path_hygiene",
-      "title": "hf_artifacts: Publication audit JSON hides local paths",
+      "id": "hf_artifacts_publication_audit_local_path_check",
+      "title": "hf_artifacts: Publication audit JSON excludes local paths",
       "url": "https://huggingface.co/datasets/cy0307/ropedia-xperience-10m-task-suite-artifacts/resolve/main/docs/data/publication_audit.json",
       "status": "pass",
       "fetch": {
@@ -792,8 +792,8 @@
       "failures": []
     },
     {
-      "id": "hf_model_publication_audit_path_hygiene",
-      "title": "hf_model: Publication audit JSON hides local paths",
+      "id": "hf_model_publication_audit_local_path_check",
+      "title": "hf_model: Publication audit JSON excludes local paths",
       "url": "https://huggingface.co/cy0307/ropedia-xperience-10m-task-baselines/resolve/main/metrics/publication_audit.json",
       "status": "pass",
       "fetch": {
@@ -809,8 +809,8 @@
       "failures": []
     },
     {
-      "id": "github_pages_website_integrity_path_hygiene",
-      "title": "github_pages: Website integrity JSON hides local paths",
+      "id": "github_pages_website_integrity_local_path_check",
+      "title": "github_pages: Website integrity JSON excludes local paths",
       "url": "https://chaoyue0307.github.io/ropedia-xperience-10m-task-suite/data/website_integrity.json",
       "status": "pass",
       "fetch": {
@@ -826,8 +826,8 @@
       "failures": []
     },
     {
-      "id": "hf_space_website_integrity_path_hygiene",
-      "title": "hf_space: Website integrity JSON hides local paths",
+      "id": "hf_space_website_integrity_local_path_check",
+      "title": "hf_space: Website integrity JSON excludes local paths",
       "url": "https://huggingface.co/spaces/cy0307/ropedia-xperience-10m-task-suite/raw/main/data/website_integrity.json",
       "status": "pass",
       "fetch": {
@@ -843,8 +843,8 @@
       "failures": []
     },
     {
-      "id": "hf_artifacts_website_integrity_path_hygiene",
-      "title": "hf_artifacts: Website integrity JSON hides local paths",
+      "id": "hf_artifacts_website_integrity_local_path_check",
+      "title": "hf_artifacts: Website integrity JSON excludes local paths",
       "url": "https://huggingface.co/datasets/cy0307/ropedia-xperience-10m-task-suite-artifacts/resolve/main/docs/data/website_integrity.json",
       "status": "pass",
       "fetch": {
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+          "bytes": 2145,
+          "sha256": "26f54cb85a2c5f19011012a864f557c0a49de70fdc5d00010f4438a2fdf1ca35"
         }
       },
       "failures": []

docs/data/public_surface_qa.json

@@ -1,11 +1,11 @@
 {
-  "title": "Ropedia Xperience-10M Public Surface QA",
+  "title": "Ropedia Xperience-10M Public Presentation Check",
   "status": "pass",
-  "generated_at_utc": "2026-06-02T10:28:18+00:00",
+  "generated_at_utc": "2026-06-02T11:02:39+00:00",
   "scope": "Repo README, GitHub Pages HTML, Hugging Face Space card, artifact dataset card, and model card.",
   "checks": [
     {
-      "name": "public_surface_files_exist",
+      "name": "public_presentation_files_exist",
       "status": "pass",
       "reason": "Repo README, website HTML, and three Hugging Face cards should all be present in the publication workspace.",
       "missing": []
@@ -13,7 +13,7 @@
     {
       "name": "core_status_reports_pass",
       "status": "pass",
-      "reason": "Current public-surface QA depends on the existing validators already reporting pass.",
+      "reason": "The presentation check depends on the existing project validators already reporting pass.",
       "reports": {
         "website_integrity": {
           "exists": true,
@@ -38,12 +38,12 @@
         "publication_package": {
           "exists": true,
           "status": "pass",
-          "generated_at_utc": "2026-06-02T10:28:08+00:00"
+          "generated_at_utc": "2026-06-02T11:01:50+00:00"
         },
         "mirror_parity": {
           "exists": true,
           "status": "pass",
-          "generated_at_utc": "2026-06-02T10:28:08+00:00"
+          "generated_at_utc": "2026-06-02T11:02:09+00:00"
         },
         "live_publication": {
           "exists": true,
@@ -118,7 +118,7 @@
     {
       "name": "public_artifact_qa_files_are_exposed",
       "status": "pass",
-      "reason": "Readers should be able to find integrity, publication, mirror, and public-surface QA files from public copy.",
+      "reason": "Readers should be able to find integrity, publication, mirror, and presentation-check files from public copy.",
       "marker_counts": {
         "data/website_integrity.json": 11,
         "data/task_surface_integrity.json": 14,

docs/data/publication_audit.json

@@ -1,6 +1,6 @@
 {
   "status": "pass",
-  "generated_at_utc": "2026-06-02T10:28:53+00:00",
+  "generated_at_utc": "2026-06-02T11:01:50+00:00",
   "checks": [
     {
       "name": "required_publication_assets_present",

docs/data/quality_gates.json

@@ -1,7 +1,7 @@
 {
   "title": "Ropedia Xperience-10M Publication Quality Gates",
   "status": "pass",
-  "generated_at_utc": "2026-06-02T10:28:18+00:00",
+  "generated_at_utc": "2026-06-02T10:51:40+00:00",
   "rule": "Do not present a release as current unless every automated gate passes, then verify live GitHub/HF mirrors after publishing.",
   "automated_gates": [
     {
@@ -126,10 +126,10 @@
     },
     {
       "id": "public_surface_qa",
-      "title": "Public surface QA",
+      "title": "Public presentation check",
       "command": "python scripts/build_public_surface_qa.py",
       "report": "docs/data/public_surface_qa.json",
-      "blocks_if": "Repo, website, or Hugging Face presentation loses SEO/social metadata, accessible tab semantics, source links, QA links, or reader-facing copy consistency.",
+      "blocks_if": "Repo, website, or Hugging Face presentation loses SEO/social metadata, accessible tab semantics, source links, project-check links, or reader-facing copy consistency.",
       "proves": "The public repo, website, and Hugging Face cards read as one polished research project surface.",
       "current_report": {
         "exists": true,

scripts/build_artifact_index.py

@@ -219,7 +219,7 @@ ARTIFACTS = [
     },
     {
         "id": "public_surface_qa",
-        "title": "Public surface QA",
+        "title": "Public presentation check",
         "path": "PUBLIC_SURFACE_QA.md",
         "kind": "quality_gate",
         "surface": "repo_hf",
@@ -227,20 +227,20 @@ ARTIFACTS = [
     },
     {
         "id": "public_surface_qa_json",
-        "title": "Public surface QA JSON",
+        "title": "Public presentation check JSON",
         "path": "docs/data/public_surface_qa.json",
         "kind": "quality_gate",
         "surface": "website_hf",
         "volatile": True,
-        "proves": "Machine-readable checks for SEO/social metadata, accessible tab semantics, public links, QA links, and reader-facing copy consistency.",
+        "proves": "Machine-readable checks for SEO/social metadata, accessible tab semantics, public links, project-check links, and reader-facing copy consistency.",
     },
     {
         "id": "public_surface_qa_builder",
-        "title": "Public surface QA builder",
+        "title": "Public presentation check builder",
         "path": "scripts/build_public_surface_qa.py",
         "kind": "quality_gate",
         "surface": "repo_hf",
-        "proves": "Regenerates the public-surface QA report before release.",
+        "proves": "Regenerates the public presentation check before release.",
     },
     {
         "id": "task_surface_integrity",

scripts/build_public_surface_qa.py

@@ -1,5 +1,5 @@
 #!/usr/bin/env python3
-"""Build a public-surface QA report for repo, website, and HF mirrors."""
+"""Build a public presentation check for repo, website, and HF mirrors."""
 
 from __future__ import annotations
 
@@ -42,6 +42,8 @@ BANNED_PUBLIC_STRINGS = [
     "public " + "dashboard and generated figures " + "deliberately follow",
     "without " + "over" + "claiming",
     "without broad model-quality " + "over" + "claims",
+    "Public " + "surface QA",
+    "public-surface " + "QA",
     "readiness" + "-only",
     "not a model-quality " + "claim",
     "unsupported " + "interpretations",
@@ -154,7 +156,7 @@ def build_report() -> dict:
 
     checks = [
         check(
-            "public_surface_files_exist",
+            "public_presentation_files_exist",
             all_surface_files_exist,
             "Repo README, website HTML, and three Hugging Face cards should all be present in the publication workspace.",
             missing=[str(path) for path in SURFACES.values() if not path.exists()],
@@ -162,7 +164,7 @@ def build_report() -> dict:
         check(
             "core_status_reports_pass",
             not status_failures,
-            "Current public-surface QA depends on the existing validators already reporting pass.",
+            "The presentation check depends on the existing project validators already reporting pass.",
             reports=status_records,
             failures=status_failures,
         ),
@@ -209,7 +211,7 @@ def build_report() -> dict:
         check(
             "public_artifact_qa_files_are_exposed",
             all(marker in combined_public_text for marker in artifact_markers),
-            "Readers should be able to find integrity, publication, mirror, and public-surface QA files from public copy.",
+            "Readers should be able to find integrity, publication, mirror, and presentation-check files from public copy.",
             marker_counts=marker_count(combined_public_text, artifact_markers),
         ),
         check(
@@ -221,7 +223,7 @@ def build_report() -> dict:
     ]
     status = "pass" if all(item["status"] == "pass" for item in checks) else "fail"
     return {
-        "title": "Ropedia Xperience-10M Public Surface QA",
+        "title": "Ropedia Xperience-10M Public Presentation Check",
         "status": status,
         "generated_at_utc": datetime.now(timezone.utc).isoformat(timespec="seconds"),
         "scope": "Repo README, GitHub Pages HTML, Hugging Face Space card, artifact dataset card, and model card.",
@@ -233,7 +235,7 @@ def build_report() -> dict:
 
 def markdown(report: dict) -> str:
     lines = [
-        "# Public Surface QA",
+        "# Public Presentation Check",
         "",
         "This generated report checks whether the public repo, website, and Hugging Face cards read like one polished research project.",
         "",

scripts/build_quality_gates.py

@@ -101,10 +101,10 @@ GATES = [
     },
     {
         "id": "public_surface_qa",
-        "title": "Public surface QA",
+        "title": "Public presentation check",
         "command": "python scripts/build_public_surface_qa.py",
         "report": "docs/data/public_surface_qa.json",
-        "blocks_if": "Repo, website, or Hugging Face presentation loses SEO/social metadata, accessible tab semantics, source links, QA links, or reader-facing copy consistency.",
+        "blocks_if": "Repo, website, or Hugging Face presentation loses SEO/social metadata, accessible tab semantics, source links, project-check links, or reader-facing copy consistency.",
         "proves": "The public repo, website, and Hugging Face cards read as one polished research project surface.",
     },
     {

scripts/validate_publication_package.py

@@ -1,10 +1,10 @@
 #!/usr/bin/env python3
-"""Validate public publication hygiene for the repo and HF bundles.
+"""Validate public package contents for the repo and HF bundles.
 
-This check is intentionally conservative: it scans the GitHub repo plus the
-prepared Hugging Face Space/artifact/model folders for generated Python caches,
-raw Xperience-10M data, heavyweight checkpoint formats that should not be
-published here, and accidental Hugging Face token strings.
+This check scans the GitHub repo plus the prepared Hugging Face
+Space/artifact/model folders for generated Python caches, raw Xperience-10M
+data, heavyweight checkpoint formats that do not belong in this public package,
+and accidental Hugging Face token strings.
 """
 
 from __future__ import annotations

scripts/verify_live_publication.py

@@ -52,7 +52,7 @@ HASH_GROUPS = [
     },
     {
         "id": "public_surface_qa_json",
-        "title": "Public-surface QA JSON",
+        "title": "Public presentation JSON",
         "local_path": "docs/data/public_surface_qa.json",
         "urls": {
             "github_pages": "https://chaoyue0307.github.io/ropedia-xperience-10m-task-suite/data/public_surface_qa.json",
@@ -211,7 +211,7 @@ MARKER_CHECKS = [
             "data/task_walkthroughs.json",
             "task_surface_integrity.json",
             "public_surface_qa.json",
-            "Public surface QA",
+            "Public presentation check",
         ],
         "forbidden": [
             "xperience10m-" + "taskfirst-v10",
@@ -244,7 +244,7 @@ MARKER_CHECKS = [
             "data/task_walkthroughs.json",
             "task_surface_integrity.json",
             "public_surface_qa.json",
-            "Public surface QA",
+            "Public presentation check",
         ],
         "forbidden": [
             "xperience10m-" + "taskfirst-v10",
@@ -273,7 +273,7 @@ MARKER_CHECKS = [
             "interactive scrub/play walkthrough storyboard",
             "task_surface_integrity.json",
             "public_surface_qa.json",
-            "Public surface QA",
+            "Public presentation check",
         ],
         "forbidden": ["xperience10m-" + "taskfirst-v10"],
     },
@@ -298,7 +298,7 @@ MARKER_CHECKS = [
             "interactive scrub/play storyboard",
             "task_surface_integrity.json",
             "public_surface_qa.json",
-            "Public surface QA",
+            "Public presentation check",
         ],
         "forbidden": ["xperience10m-" + "taskfirst-v10"],
     },
@@ -306,7 +306,7 @@ MARKER_CHECKS = [
 
 PATH_HYGIENE_REPORTS = {
     "mirror_parity": {
-        "title": "Mirror parity JSON hides local paths",
+        "title": "Mirror parity JSON excludes local paths",
         "paths": {
             "github_pages": "https://chaoyue0307.github.io/ropedia-xperience-10m-task-suite/data/mirror_parity.json",
             "hf_space": "https://huggingface.co/spaces/cy0307/ropedia-xperience-10m-task-suite/raw/main/data/mirror_parity.json",
@@ -315,7 +315,7 @@ PATH_HYGIENE_REPORTS = {
         },
     },
     "publication_audit": {
-        "title": "Publication audit JSON hides local paths",
+        "title": "Publication package JSON excludes local paths",
         "paths": {
             "github_pages": "https://chaoyue0307.github.io/ropedia-xperience-10m-task-suite/data/publication_audit.json",
             "hf_space": "https://huggingface.co/spaces/cy0307/ropedia-xperience-10m-task-suite/raw/main/data/publication_audit.json",
@@ -324,7 +324,7 @@ PATH_HYGIENE_REPORTS = {
         },
     },
     "website_integrity": {
-        "title": "Website integrity JSON hides local paths",
+        "title": "Website integrity JSON excludes local paths",
         "paths": {
             "github_pages": "https://chaoyue0307.github.io/ropedia-xperience-10m-task-suite/data/website_integrity.json",
             "hf_space": "https://huggingface.co/spaces/cy0307/ropedia-xperience-10m-task-suite/raw/main/data/website_integrity.json",
@@ -333,7 +333,7 @@ PATH_HYGIENE_REPORTS = {
         },
     },
     "public_surface_qa": {
-        "title": "Public-surface QA JSON hides local paths",
+        "title": "Public presentation JSON excludes local paths",
         "paths": {
             "github_pages": "https://chaoyue0307.github.io/ropedia-xperience-10m-task-suite/data/public_surface_qa.json",
             "hf_space": "https://huggingface.co/spaces/cy0307/ropedia-xperience-10m-task-suite/raw/main/data/public_surface_qa.json",
@@ -344,12 +344,12 @@ PATH_HYGIENE_REPORTS = {
 }
 
 
-def path_hygiene_checks() -> list[dict]:
+def local_path_checks() -> list[dict]:
     checks = []
     for report_id, report in PATH_HYGIENE_REPORTS.items():
         for surface, url in report["paths"].items():
             checks.append({
-                "id": f"{surface}_{report_id}_path_hygiene",
+                "id": f"{surface}_{report_id}_local_path_check",
                 "title": f"{surface}: {report['title']}",
                 "url": url,
                 "required": ['"status": "pass"'],
@@ -541,7 +541,7 @@ def marker_record(check: dict) -> dict:
 
 def build_report() -> dict:
     hash_records = [hash_group_record(group) for group in HASH_GROUPS]
-    marker_records = [marker_record(check) for check in [*MARKER_CHECKS, *path_hygiene_checks()]]
+    marker_records = [marker_record(check) for check in [*MARKER_CHECKS, *local_path_checks()]]
     failures = [
         {"check": record["id"], **failure}
         for record in [*hash_records, *marker_records]