Publish Ropedia Xperience-10M derived artifacts

docs/data/mirror_parity.json

@@ -1,6 +1,6 @@
 {
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-  "generated_at_utc": "2026-06-01T20:08:16+00:00",
+  "generated_at_utc": "2026-06-02T06:25:08+00:00",
   "hf_root": "/Users/chaoyue/Documents/Codex/2026-05-29/i-am-learning-this-dataset-https/hf_publish",
   "summary": {
     "group_count": 62,
@@ -347,26 +347,26 @@
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@@ -656,27 +656,27 @@
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       "mirrors": {
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-          "bytes": 10149,
-          "sha256": "a004a9833ac9b6bdf33e1df5bebcc16a4139036aa151cdfbee676990d1179083"
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         "hf_artifacts": {
           "path": "/Users/chaoyue/Documents/Codex/2026-05-29/i-am-learning-this-dataset-https/hf_publish/artifacts/docs/data/website_integrity.json",
           "exists": true,
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-          "sha256": "a004a9833ac9b6bdf33e1df5bebcc16a4139036aa151cdfbee676990d1179083"
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         "hf_model": {
           "path": "/Users/chaoyue/Documents/Codex/2026-05-29/i-am-learning-this-dataset-https/hf_publish/model/metrics/website_integrity.json",
           "exists": true,
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       "failures": []
@@ -1622,21 +1622,21 @@
       "local": {
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-        "sha256": "d9629407febc6be8e53813b37988460e72ee0b67e99f76566536e5d22a6e2589"
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+        "sha256": "c0259feb00cfb13d2b5686edffb94bae423f34c4ac41ec9c6c6bfa9542182fad"
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       "mirrors": {
         "hf_artifacts": {
           "path": "/Users/chaoyue/Documents/Codex/2026-05-29/i-am-learning-this-dataset-https/hf_publish/artifacts/scripts/validate_website_integrity.py",
           "exists": true,
-          "bytes": 17589,
-          "sha256": "d9629407febc6be8e53813b37988460e72ee0b67e99f76566536e5d22a6e2589"
+          "bytes": 19966,
+          "sha256": "c0259feb00cfb13d2b5686edffb94bae423f34c4ac41ec9c6c6bfa9542182fad"
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         "hf_model": {
           "path": "/Users/chaoyue/Documents/Codex/2026-05-29/i-am-learning-this-dataset-https/hf_publish/model/scripts/validate_website_integrity.py",
           "exists": true,
-          "bytes": 17589,
-          "sha256": "d9629407febc6be8e53813b37988460e72ee0b67e99f76566536e5d22a6e2589"
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@@ -1722,21 +1722,21 @@
       "local": {
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         "exists": true,
-        "bytes": 128997,
-        "sha256": "2e7a48b275cc27c6057fa3e079d99702bcb65aae96f567c12f33214be6074280"
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+        "sha256": "90b143f19385564db1bad2607096ac6c5ca54e15019d7c73b2639cbd684e5e36"
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       "mirrors": {
         "hf_space": {
           "path": "/Users/chaoyue/Documents/Codex/2026-05-29/i-am-learning-this-dataset-https/hf_publish/space/index.html",
           "exists": true,
-          "bytes": 128997,
-          "sha256": "2e7a48b275cc27c6057fa3e079d99702bcb65aae96f567c12f33214be6074280"
+          "bytes": 131827,
+          "sha256": "90b143f19385564db1bad2607096ac6c5ca54e15019d7c73b2639cbd684e5e36"
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         "hf_artifacts_docs": {
           "path": "/Users/chaoyue/Documents/Codex/2026-05-29/i-am-learning-this-dataset-https/hf_publish/artifacts/docs/index.html",
           "exists": true,
-          "bytes": 128997,
-          "sha256": "2e7a48b275cc27c6057fa3e079d99702bcb65aae96f567c12f33214be6074280"
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       "failures": []

docs/data/publication_audit.json

@@ -1,6 +1,6 @@
 {
   "status": "pass",
-  "generated_at_utc": "2026-06-01T20:07:17+00:00",
+  "generated_at_utc": "2026-06-02T06:24:41+00:00",
   "checks": [
     {
       "name": "required_publication_assets_present",

docs/data/website_integrity.json

@@ -1,6 +1,6 @@
 {
   "status": "pass",
-  "generated_at_utc": "2026-06-01T20:04:28+00:00",
+  "generated_at_utc": "2026-06-01T20:40:42+00:00",
   "docs_root": "/Users/chaoyue/Documents/Codex/2026-05-29/i-am-learning-this-dataset-https/working_repo_copy/docs",
   "site_base": "/ropedia-xperience-10m-task-suite/",
   "summary": {
@@ -39,12 +39,41 @@
       "marker_count": 3,
       "has_section_tab_map": true
     },
+    {
+      "name": "project_tabs_use_accessible_roles",
+      "status": "pass",
+      "reason": "The tabbed research dashboard should expose tablist/tab semantics.",
+      "tab_role_count": 5,
+      "has_tablist": true
+    },
+    {
+      "name": "project_sections_are_labeled_tabpanels",
+      "status": "pass",
+      "reason": "Every tabbed research section should expose a labeled panel role.",
+      "panel_count": 19,
+      "labeled_panel_count": 19
+    },
+    {
+      "name": "project_tabs_update_selected_state",
+      "status": "pass",
+      "reason": "Tab activation should update selected state for assistive technology.",
+      "selected_count": 6,
+      "updates_selected_state": true
+    },
+    {
+      "name": "project_tabs_support_keyboard_navigation",
+      "status": "pass",
+      "reason": "Keyboard users should be able to switch project tabs with arrow, Home, and End keys.",
+      "marker_count": 2,
+      "has_arrow_navigation": true,
+      "has_home_end_navigation": true
+    },
     {
       "name": "project_overview_precedes_progress_ledger",
       "status": "pass",
       "reason": "The project overview should appear before the deeper progress ledger.",
-      "overview_index": 50547,
-      "evidence_index": 57284
+      "overview_index": 51195,
+      "evidence_index": 58049
     },
     {
       "name": "project_status_links_json",
@@ -56,9 +85,9 @@
       "name": "evaluation_protocol_between_overview_and_progress",
       "status": "pass",
       "reason": "The evaluation protocol should appear before the deeper evidence ledger.",
-      "overview_index": 50547,
-      "protocol_index": 54851,
-      "evidence_index": 57284
+      "overview_index": 51195,
+      "protocol_index": 55557,
+      "evidence_index": 58049
     },
     {
       "name": "evaluation_protocol_links_json",
@@ -76,8 +105,8 @@
       "name": "suite_task_map_precedes_modality_atlas",
       "status": "pass",
       "reason": "The Suite anchor should show the full 12-task map before the modality atlas.",
-      "first_marker_index": 404,
-      "second_marker_index": 695
+      "first_marker_index": 461,
+      "second_marker_index": 752
     },
     {
       "name": "suite_modality_atlas_contains_seven_cards",
@@ -131,7 +160,7 @@
     },
     {
       "path": "index.html",
-      "id_count": 59,
+      "id_count": 64,
       "reference_count": 88,
       "image_count": 22
     }
@@ -244,7 +273,7 @@
     },
     {
       "path": "data/website_integrity.json",
-      "bytes": 10149,
+      "bytes": 11151,
       "top_level_type": "dict"
     },
     {

docs/index.html

@@ -1468,6 +1468,8 @@
       .section-head p { margin-top: 14px; }
       .atlas-head { display: block; }
       .atlas-head a { display: inline-flex; margin-top: 14px; }
+    }
+    @media (max-width: 1120px) {
       .nav-links { display: none; }
     }
     @media (max-width: 640px) {
@@ -1590,31 +1592,31 @@
 
   <main id="main" class="tabbed" data-active-tab="start">
     <div class="project-tabs-shell" aria-label="Project section tabs">
-      <div class="wrap project-tabs">
-        <button type="button" class="project-tab active" data-tab-key="start" data-default-section="overview" aria-pressed="true">
+      <div class="wrap project-tabs" role="tablist" aria-label="Project sections">
+        <button type="button" class="project-tab active" id="tab-start" role="tab" data-tab-key="start" data-default-section="overview" aria-selected="true" aria-pressed="true" aria-controls="overview reading-path">
           <strong>Start</strong>
           <span>overview, reading path, scope</span>
         </button>
-        <button type="button" class="project-tab" data-tab-key="data" data-default-section="dataset-card" aria-pressed="false">
+        <button type="button" class="project-tab" id="tab-data" role="tab" data-tab-key="data" data-default-section="dataset-card" aria-selected="false" aria-pressed="false" aria-controls="dataset-card suite walkthroughs tasks" tabindex="-1">
           <strong>Data & Tasks</strong>
           <span>dataset, modalities, 12 tasks</span>
         </button>
-        <button type="button" class="project-tab" data-tab-key="method" data-default-section="pipeline" aria-pressed="false">
+        <button type="button" class="project-tab" id="tab-method" role="tab" data-tab-key="method" data-default-section="pipeline" aria-selected="false" aria-pressed="false" aria-controls="protocol pipeline architectures features" tabindex="-1">
           <strong>Method</strong>
           <span>pipeline, protocol, features</span>
         </button>
-        <button type="button" class="project-tab" data-tab-key="results" data-default-section="models" aria-pressed="false">
+        <button type="button" class="project-tab" id="tab-results" role="tab" data-tab-key="results" data-default-section="models" aria-selected="false" aria-pressed="false" aria-controls="models neural directions extensions diagnostics" tabindex="-1">
           <strong>Results</strong>
           <span>baselines, directions, probes</span>
         </button>
-        <button type="button" class="project-tab" data-tab-key="resources" data-default-section="artifacts" aria-pressed="false">
+        <button type="button" class="project-tab" id="tab-resources" role="tab" data-tab-key="resources" data-default-section="artifacts" aria-selected="false" aria-pressed="false" aria-controls="evidence artifacts omni-relay run" tabindex="-1">
           <strong>Resources</strong>
           <span>artifacts, scale-up, runbook</span>
         </button>
       </div>
     </div>
 
-    <section id="overview" data-project-tab="start">
+    <section id="overview" data-project-tab="start" role="tabpanel" aria-labelledby="tab-start" tabindex="-1">
       <div class="wrap">
         <div class="section-head">
           <h2>Project overview and contributions.</h2>
@@ -1691,7 +1693,7 @@
       </div>
     </section>
 
-    <section id="protocol" data-project-tab="method">
+    <section id="protocol" data-project-tab="method" role="tabpanel" aria-labelledby="tab-method" tabindex="-1">
       <div class="wrap">
         <div class="section-head">
           <h2>Evaluation protocol is explicit.</h2>
@@ -1708,7 +1710,7 @@
       </div>
     </section>
 
-    <section id="evidence" data-project-tab="resources">
+    <section id="evidence" data-project-tab="resources" role="tabpanel" aria-labelledby="tab-resources" tabindex="-1">
       <div class="wrap">
         <div class="section-head">
           <h2>Research progress without overclaiming.</h2>
@@ -1833,7 +1835,7 @@
       </div>
     </section>
 
-    <section id="reading-path" data-project-tab="start">
+    <section id="reading-path" data-project-tab="start" role="tabpanel" aria-labelledby="tab-start" tabindex="-1">
       <div class="wrap">
         <div class="section-head">
           <h2>Research reading path.</h2>
@@ -1896,7 +1898,7 @@
       </div>
     </section>
 
-    <section id="dataset-card" data-project-tab="data">
+    <section id="dataset-card" data-project-tab="data" role="tabpanel" aria-labelledby="tab-data" tabindex="-1">
       <div class="wrap">
         <div class="section-head">
           <h2>Aligned with the official dataset card.</h2>
@@ -1918,7 +1920,7 @@
       </div>
     </section>
 
-    <section id="suite" data-project-tab="data">
+    <section id="suite" data-project-tab="data" role="tabpanel" aria-labelledby="tab-data" tabindex="-1">
       <div class="wrap">
         <div class="section-head">
           <h2>Ropedia Xperience-10M 12-task suite, first.</h2>
@@ -1977,7 +1979,7 @@
       </div>
     </section>
 
-    <section id="pipeline" data-project-tab="method">
+    <section id="pipeline" data-project-tab="method" role="tabpanel" aria-labelledby="tab-method" tabindex="-1">
       <div class="wrap">
         <div class="section-head">
           <h2>From raw episode to checked artifacts.</h2>
@@ -1997,7 +1999,7 @@
       </div>
     </section>
 
-    <section id="models" data-project-tab="results">
+    <section id="models" data-project-tab="results" role="tabpanel" aria-labelledby="tab-results" tabindex="-1">
       <div class="wrap">
         <div class="section-head">
           <h2>Small baselines, no hidden machinery.</h2>
@@ -2013,7 +2015,7 @@
       </div>
     </section>
 
-    <section id="neural" data-project-tab="results">
+    <section id="neural" data-project-tab="results" role="tabpanel" aria-labelledby="tab-results" tabindex="-1">
       <div class="wrap">
         <div class="section-head">
           <h2>Neural MLP heads, same task contracts.</h2>
@@ -2032,7 +2034,7 @@
       </div>
     </section>
 
-    <section id="directions" data-project-tab="results">
+    <section id="directions" data-project-tab="results" role="tabpanel" aria-labelledby="tab-results" tabindex="-1">
       <div class="wrap">
         <div class="section-head">
           <h2>The 12 tasks organized into four research directions.</h2>
@@ -2078,7 +2080,7 @@
       </div>
     </section>
 
-    <section id="extensions" data-project-tab="results">
+    <section id="extensions" data-project-tab="results" role="tabpanel" aria-labelledby="tab-results" tabindex="-1">
       <div class="wrap">
         <div class="section-head">
           <h2>Four extra probes make the directions actionable.</h2>
@@ -2132,7 +2134,7 @@
       </div>
     </section>
 
-    <section id="architectures" data-project-tab="method">
+    <section id="architectures" data-project-tab="method" role="tabpanel" aria-labelledby="tab-method" tabindex="-1">
       <div class="wrap">
         <div class="section-head">
           <h2>The 12 tasks share four head families.</h2>
@@ -2142,7 +2144,7 @@
       </div>
     </section>
 
-    <section id="walkthroughs" data-project-tab="data">
+    <section id="walkthroughs" data-project-tab="data" role="tabpanel" aria-labelledby="tab-data" tabindex="-1">
       <div class="wrap">
         <div class="section-head">
           <h2>Interactive task walkthrough.</h2>
@@ -2196,7 +2198,7 @@
       </div>
     </section>
 
-    <section id="tasks" data-project-tab="data">
+    <section id="tasks" data-project-tab="data" role="tabpanel" aria-labelledby="tab-data" tabindex="-1">
       <div class="wrap">
         <div class="section-head">
           <h2>Task cards and metrics.</h2>
@@ -2213,7 +2215,7 @@
       </div>
     </section>
 
-    <section id="features" data-project-tab="method">
+    <section id="features" data-project-tab="method" role="tabpanel" aria-labelledby="tab-method" tabindex="-1">
       <div class="wrap">
         <div class="section-head">
           <h2>Every feature block has a source.</h2>
@@ -2223,7 +2225,7 @@
       </div>
     </section>
 
-    <section id="diagnostics" data-project-tab="results">
+    <section id="diagnostics" data-project-tab="results" role="tabpanel" aria-labelledby="tab-results" tabindex="-1">
       <div class="wrap">
         <div class="section-head">
           <h2>Diagnostics separate memorization from signal.</h2>
@@ -2238,7 +2240,7 @@
       </div>
     </section>
 
-    <section id="artifacts" data-project-tab="resources">
+    <section id="artifacts" data-project-tab="resources" role="tabpanel" aria-labelledby="tab-resources" tabindex="-1">
       <div class="wrap">
         <div class="section-head">
           <h2>Where the evidence lives.</h2>
@@ -2312,7 +2314,7 @@
       </div>
     </section>
 
-    <section id="omni-relay" data-project-tab="resources">
+    <section id="omni-relay" data-project-tab="resources" role="tabpanel" aria-labelledby="tab-resources" tabindex="-1">
       <div class="wrap">
         <div class="section-head">
           <h2>Qwen3-Omni pilot is approval-ready.</h2>
@@ -2326,7 +2328,7 @@
       </div>
     </section>
 
-    <section id="run" data-project-tab="resources">
+    <section id="run" data-project-tab="resources" role="tabpanel" aria-labelledby="tab-resources" tabindex="-1">
       <div class="wrap">
         <div class="section-head">
           <h2>Reproduce the suite.</h2>
@@ -2404,10 +2406,10 @@ python scripts/validate_publication_package.py</code></pre>
       { key: "evaluate", label: "Evaluate" }
     ];
     const tabSections = Array.from(document.querySelectorAll("[data-project-tab]"));
+    const tabButtons = Array.from(document.querySelectorAll("[data-tab-key]"));
     const sectionTabMap = Object.fromEntries(tabSections.map((section) => [section.id, section.dataset.projectTab]));
     const tabDefaultSections = Object.fromEntries(
-      Array.from(document.querySelectorAll("[data-tab-key]"))
-        .map((button) => [button.dataset.tabKey, button.dataset.defaultSection])
+      tabButtons.map((button) => [button.dataset.tabKey, button.dataset.defaultSection])
     );
 
     function setProjectTab(tabKey, options = {}) {
@@ -2417,10 +2419,12 @@ python scripts/validate_publication_package.py</code></pre>
       tabSections.forEach((section) => {
         section.hidden = section.dataset.projectTab !== fallbackTab;
       });
-      document.querySelectorAll("[data-tab-key]").forEach((button) => {
+      tabButtons.forEach((button) => {
         const active = button.dataset.tabKey === fallbackTab;
         button.classList.toggle("active", active);
+        button.setAttribute("aria-selected", active ? "true" : "false");
         button.setAttribute("aria-pressed", active ? "true" : "false");
+        button.tabIndex = active ? 0 : -1;
       });
       if (options.pushHash) {
         history.pushState(null, "", `#${targetId}`);
@@ -2442,7 +2446,24 @@ python scripts/validate_publication_package.py</code></pre>
       setProjectTab(tabKey, { targetId, scroll: options.scroll, smooth: options.smooth });
     }
 
-    document.querySelectorAll("[data-tab-key]").forEach((button) => {
+    function moveProjectTabFocus(currentIndex, key) {
+      const lastIndex = tabButtons.length - 1;
+      let nextIndex = currentIndex;
+      if (key === "ArrowRight" || key === "ArrowDown") nextIndex = currentIndex === lastIndex ? 0 : currentIndex + 1;
+      if (key === "ArrowLeft" || key === "ArrowUp") nextIndex = currentIndex === 0 ? lastIndex : currentIndex - 1;
+      if (key === "Home") nextIndex = 0;
+      if (key === "End") nextIndex = lastIndex;
+      const nextButton = tabButtons[nextIndex];
+      nextButton.focus();
+      setProjectTab(nextButton.dataset.tabKey, {
+        targetId: nextButton.dataset.defaultSection,
+        pushHash: true,
+        scroll: true,
+        smooth: true
+      });
+    }
+
+    tabButtons.forEach((button, index) => {
       button.addEventListener("click", () => {
         setProjectTab(button.dataset.tabKey, {
           targetId: button.dataset.defaultSection,
@@ -2451,6 +2472,11 @@ python scripts/validate_publication_package.py</code></pre>
           smooth: true
         });
       });
+      button.addEventListener("keydown", (event) => {
+        if (!["ArrowRight", "ArrowDown", "ArrowLeft", "ArrowUp", "Home", "End"].includes(event.key)) return;
+        event.preventDefault();
+        moveProjectTabFocus(index, event.key);
+      });
     });
     window.addEventListener("hashchange", () => activateTabForHash({ scroll: true }));
     activateTabForHash({ scroll: Boolean(window.location.hash) });

scripts/validate_website_integrity.py

@@ -259,6 +259,30 @@ def validate(docs_root: Path, site_base: str) -> dict:
             None,
             "Deep links should open the correct tab instead of landing on hidden content.",
         ),
+        (
+            "project_tabs_use_accessible_roles",
+            'role="tab"',
+            None,
+            "The tabbed research dashboard should expose tablist/tab semantics.",
+        ),
+        (
+            "project_sections_are_labeled_tabpanels",
+            'role="tabpanel"',
+            None,
+            "Every tabbed research section should expose a labeled panel role.",
+        ),
+        (
+            "project_tabs_update_selected_state",
+            'aria-selected',
+            None,
+            "Tab activation should update selected state for assistive technology.",
+        ),
+        (
+            "project_tabs_support_keyboard_navigation",
+            'moveProjectTabFocus',
+            None,
+            "Keyboard users should be able to switch project tabs with arrow, Home, and End keys.",
+        ),
         (
             "project_overview_precedes_progress_ledger",
             '<section id="overview">',
@@ -351,6 +375,32 @@ def validate(docs_root: Path, site_base: str) -> dict:
             marker_count = index_text.count(marker)
             passed = marker_count >= 2 and "sectionTabMap" in index_text
             detail = {"marker_count": marker_count, "has_section_tab_map": "sectionTabMap" in index_text}
+        elif name == "project_tabs_use_accessible_roles":
+            tab_role_count = index_text.count(marker)
+            passed = 'role="tablist"' in index_text and tab_role_count == 5
+            detail = {"tab_role_count": tab_role_count, "has_tablist": 'role="tablist"' in index_text}
+        elif name == "project_sections_are_labeled_tabpanels":
+            panel_count = index_text.count(marker)
+            passed = panel_count >= 19 and index_text.count('aria-labelledby="tab-') >= 19
+            detail = {
+                "panel_count": panel_count,
+                "labeled_panel_count": index_text.count('aria-labelledby="tab-'),
+            }
+        elif name == "project_tabs_update_selected_state":
+            selected_count = index_text.count(marker)
+            passed = selected_count >= 6 and 'setAttribute("aria-selected"' in index_text
+            detail = {
+                "selected_count": selected_count,
+                "updates_selected_state": 'setAttribute("aria-selected"' in index_text,
+            }
+        elif name == "project_tabs_support_keyboard_navigation":
+            marker_count = index_text.count(marker)
+            passed = marker_count >= 2 and "ArrowRight" in index_text and "Home" in index_text and "End" in index_text
+            detail = {
+                "marker_count": marker_count,
+                "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 == "suite_modality_atlas_contains_seven_cards":
             card_count = len(re.findall(r'class="atlas-card(?:\s|")', suite_text))
             passed = card_count == 7