Add files using upload-large-folder tool

data/artifact_index.json

@@ -1,6 +1,6 @@
 {
   "title": "Ropedia Xperience-10M Task Suite Artifact Index",
-  "generated_at_utc": "2026-06-23T03:51:33+00:00",
+  "generated_at_utc": "2026-06-23T04:20:52+00:00",
   "status": "pass",
   "artifact_count": 228,
   "missing": [],
@@ -632,7 +632,7 @@
       "shows": "Machine-readable source-alignment pass/fail check for repo, website, and HF surfaces.",
       "exists": true,
       "bytes": 4432,
-      "sha256": "17e2c0f8ddf4953402bdd79c5b51d0d9803b95f490fbe550d82c61ffc198d557"
+      "sha256": "e8706007477657bf1d8155006462101d355b8c9bf0d8ab155fc74a577ccfec46"
     },
     {
       "id": "source_alignment_validator",
@@ -1182,7 +1182,7 @@
       "shows": "Machine-readable release-check summary for validators, mirrors, and public project surfaces.",
       "exists": true,
       "bytes": 8640,
-      "sha256": "55caa2a4d88dbe110a4a4f8f30545454ec62d5d6af1f3cee7360d4e036cf520b"
+      "sha256": "2d23ec3d16c71f94fd4ea95548ba6b4502258b852726310a334bbffe6548af75"
     },
     {
       "id": "public_surface_qa",

data/mirror_parity.json

@@ -1,16 +1,26 @@
 {
-  "status": "pass",
-  "generated_at_utc": "2026-06-23T00:22:16+00:00",
+  "status": "fail",
+  "generated_at_utc": "2026-06-23T04:21:04+00:00",
   "hf_root": "hf_publish",
   "summary": {
     "group_count": 1308,
-    "failure_count": 0,
-    "failures_by_surface": {}
+    "failure_count": 46,
+    "failures_by_surface": {
+      "hf_space": 8,
+      "hf_artifacts_data": 6,
+      "hf_artifacts": 6,
+      "hf_model_data": 6,
+      "hf_model_docs_data": 6,
+      "hf_model": 8,
+      "hf_artifacts_root": 2,
+      "hf_artifacts_docs": 2,
+      "hf_model_docs": 2
+    }
   },
   "checks": [
     {
       "name": "repo_hf_space_artifact_model_data_parity",
-      "status": "pass"
+      "status": "fail"
     },
     {
       "name": "repo_hf_visual_asset_parity",
@@ -22,7 +32,7 @@
     },
     {
       "name": "repo_hf_website_html_parity",
-      "status": "pass"
+      "status": "fail"
     },
     {
       "name": "repo_hf_diagnostic_result_parity",
@@ -139,44 +149,44 @@
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         "exists": true,
         "bytes": 124477,
-        "sha256": "70e364b160a0447d133d87928697af765959cf240d318b9e6177596b179c20b4"
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       },
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           "exists": true,
           "bytes": 124477,
-          "sha256": "70e364b160a0447d133d87928697af765959cf240d318b9e6177596b179c20b4"
+          "sha256": "078053a1d07929a8c6fe0cba3150aae958526690c251b0d5f724551880798417"
         },
         "hf_artifacts_data": {
           "path": "hf_artifacts:data/artifact_index.json",
           "exists": true,
           "bytes": 124477,
-          "sha256": "70e364b160a0447d133d87928697af765959cf240d318b9e6177596b179c20b4"
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           "path": "hf_artifacts:docs/data/artifact_index.json",
           "exists": true,
           "bytes": 124477,
-          "sha256": "70e364b160a0447d133d87928697af765959cf240d318b9e6177596b179c20b4"
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         },
         "hf_model_data": {
           "path": "hf_model:data/artifact_index.json",
           "exists": true,
           "bytes": 124477,
-          "sha256": "70e364b160a0447d133d87928697af765959cf240d318b9e6177596b179c20b4"
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         },
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           "exists": true,
           "bytes": 124477,
-          "sha256": "70e364b160a0447d133d87928697af765959cf240d318b9e6177596b179c20b4"
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           "path": "hf_model:metrics/artifact_index.json",
           "exists": true,
           "bytes": 124477,
-          "sha256": "70e364b160a0447d133d87928697af765959cf240d318b9e6177596b179c20b4"
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         }
       },
       "failures": []
@@ -967,101 +977,187 @@
     },
     {
       "name": "data/publication_audit.json",
-      "status": "pass",
+      "status": "fail",
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         "path": "repo:docs/data/publication_audit.json",
         "exists": true,
         "bytes": 10940,
-        "sha256": "f0664011fe67dff5aaada067c5339c4336f035980a7c741e64d68a2cf6c79186"
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     {
       "name": "data/qwen3_full_parameter_gates.json",
@@ -1212,52 +1308,95 @@
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+      "surface": "hf_artifacts",
+      "kind": "hash_mismatch",
+      "path": "hf_artifacts:docs/data/website_integrity.json",
+      "expected_sha256": "71a816f02965b3f536fc1e712e155e019a33207fa6253f236dc3597c86adf369",
+      "actual_sha256": "da4ba5892266ea24d9e7b4168004f42cc6fc0b47cad93189b75d90b819a17da5"
+    },
+    {
+      "group": "data/website_integrity.json",
+      "surface": "hf_model_data",
+      "kind": "hash_mismatch",
+      "path": "hf_model:data/website_integrity.json",
+      "expected_sha256": "71a816f02965b3f536fc1e712e155e019a33207fa6253f236dc3597c86adf369",
+      "actual_sha256": "da4ba5892266ea24d9e7b4168004f42cc6fc0b47cad93189b75d90b819a17da5"
+    },
+    {
+      "group": "data/website_integrity.json",
+      "surface": "hf_model_docs_data",
+      "kind": "hash_mismatch",
+      "path": "hf_model:docs/data/website_integrity.json",
+      "expected_sha256": "71a816f02965b3f536fc1e712e155e019a33207fa6253f236dc3597c86adf369",
+      "actual_sha256": "da4ba5892266ea24d9e7b4168004f42cc6fc0b47cad93189b75d90b819a17da5"
+    },
+    {
+      "group": "data/website_integrity.json",
+      "surface": "hf_model",
+      "kind": "hash_mismatch",
+      "path": "hf_model:metrics/website_integrity.json",
+      "expected_sha256": "71a816f02965b3f536fc1e712e155e019a33207fa6253f236dc3597c86adf369",
+      "actual_sha256": "da4ba5892266ea24d9e7b4168004f42cc6fc0b47cad93189b75d90b819a17da5"
+    },
+    {
+      "group": "website/index.html",
+      "surface": "hf_space",
+      "kind": "hash_mismatch",
+      "path": "hf_space:index.html",
+      "expected_sha256": "9602d0989e081d3cfa9d7edac7e1dc1b2af5e55b0a3113b14e356eacbb8770cc",
+      "actual_sha256": "78b7ba40655f64e612ee63777805f5a6bba98942b7ad7257f859c1298fd43b20"
+    },
+    {
+      "group": "website/index.html",
+      "surface": "hf_artifacts_root",
+      "kind": "hash_mismatch",
+      "path": "hf_artifacts:index.html",
+      "expected_sha256": "9602d0989e081d3cfa9d7edac7e1dc1b2af5e55b0a3113b14e356eacbb8770cc",
+      "actual_sha256": "78b7ba40655f64e612ee63777805f5a6bba98942b7ad7257f859c1298fd43b20"
+    },
+    {
+      "group": "website/index.html",
+      "surface": "hf_artifacts_docs",
+      "kind": "hash_mismatch",
+      "path": "hf_artifacts:docs/index.html",
+      "expected_sha256": "9602d0989e081d3cfa9d7edac7e1dc1b2af5e55b0a3113b14e356eacbb8770cc",
+      "actual_sha256": "78b7ba40655f64e612ee63777805f5a6bba98942b7ad7257f859c1298fd43b20"
+    },
+    {
+      "group": "website/index.html",
+      "surface": "hf_model",
+      "kind": "hash_mismatch",
+      "path": "hf_model:index.html",
+      "expected_sha256": "9602d0989e081d3cfa9d7edac7e1dc1b2af5e55b0a3113b14e356eacbb8770cc",
+      "actual_sha256": "78b7ba40655f64e612ee63777805f5a6bba98942b7ad7257f859c1298fd43b20"
+    },
+    {
+      "group": "website/index.html",
+      "surface": "hf_model_docs",
+      "kind": "hash_mismatch",
+      "path": "hf_model:docs/index.html",
+      "expected_sha256": "9602d0989e081d3cfa9d7edac7e1dc1b2af5e55b0a3113b14e356eacbb8770cc",
+      "actual_sha256": "78b7ba40655f64e612ee63777805f5a6bba98942b7ad7257f859c1298fd43b20"
+    },
+    {
+      "group": "website/research_roadmap.html",
+      "surface": "hf_space",
+      "kind": "hash_mismatch",
+      "path": "hf_space:research_roadmap.html",
+      "expected_sha256": "7d1e39467bf03512c5278fbde8de29267731d7fd8f1df6c543201b04d998acf6",
+      "actual_sha256": "e298ec1a41dec860e3f8bc9dd4113346a039066e75265f69e38ffc712359da15"
+    },
+    {
+      "group": "website/research_roadmap.html",
+      "surface": "hf_artifacts_root",
+      "kind": "hash_mismatch",
+      "path": "hf_artifacts:research_roadmap.html",
+      "expected_sha256": "7d1e39467bf03512c5278fbde8de29267731d7fd8f1df6c543201b04d998acf6",
+      "actual_sha256": "e298ec1a41dec860e3f8bc9dd4113346a039066e75265f69e38ffc712359da15"
+    },
+    {
+      "group": "website/research_roadmap.html",
+      "surface": "hf_artifacts_docs",
+      "kind": "hash_mismatch",
+      "path": "hf_artifacts:docs/research_roadmap.html",
+      "expected_sha256": "7d1e39467bf03512c5278fbde8de29267731d7fd8f1df6c543201b04d998acf6",
+      "actual_sha256": "e298ec1a41dec860e3f8bc9dd4113346a039066e75265f69e38ffc712359da15"
+    },
+    {
+      "group": "website/research_roadmap.html",
+      "surface": "hf_model",
+      "kind": "hash_mismatch",
+      "path": "hf_model:research_roadmap.html",
+      "expected_sha256": "7d1e39467bf03512c5278fbde8de29267731d7fd8f1df6c543201b04d998acf6",
+      "actual_sha256": "e298ec1a41dec860e3f8bc9dd4113346a039066e75265f69e38ffc712359da15"
+    },
+    {
+      "group": "website/research_roadmap.html",
+      "surface": "hf_model_docs",
+      "kind": "hash_mismatch",
+      "path": "hf_model:docs/research_roadmap.html",
+      "expected_sha256": "7d1e39467bf03512c5278fbde8de29267731d7fd8f1df6c543201b04d998acf6",
+      "actual_sha256": "e298ec1a41dec860e3f8bc9dd4113346a039066e75265f69e38ffc712359da15"
+    }
+  ]
 }

data/public_surface_qa.json

@@ -1,7 +1,7 @@
 {
   "title": "Ropedia Xperience-10M Public Project Surface",
   "status": "pass",
-  "generated_at_utc": "2026-06-23T03:51:31+00:00",
+  "generated_at_utc": "2026-06-23T04:20:51+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": "2026-06-23T03:50:22+00:00"
+          "generated_at_utc": "2026-06-23T04:18:40+00:00"
         },
         "rendered_site_check": {
           "exists": true,
@@ -28,12 +28,12 @@
         "task_surface_integrity": {
           "exists": true,
           "status": "pass",
-          "generated_at_utc": "2026-06-23T03:50:22+00:00"
+          "generated_at_utc": "2026-06-23T04:12:55+00:00"
         },
         "source_alignment": {
           "exists": true,
           "status": "pass",
-          "generated_at_utc": "2026-06-23T03:50:21+00:00"
+          "generated_at_utc": "2026-06-23T04:12:55+00:00"
         },
         "scale_up_status": {
           "exists": true,
@@ -43,12 +43,12 @@
         "publication_package": {
           "exists": true,
           "status": "pass",
-          "generated_at_utc": "2026-06-23T03:50:38+00:00"
+          "generated_at_utc": "2026-06-23T04:19:00+00:00"
         },
         "mirror_parity": {
           "exists": true,
           "status": "pass",
-          "generated_at_utc": "2026-06-23T03:20:53+00:00"
+          "generated_at_utc": "2026-06-23T03:52:37+00:00"
         }
       },
       "failures": {}
@@ -96,7 +96,7 @@
       "reason": "Public copy should consistently present the project as Ropedia Xperience-10M, with the Qwen3-Omni scale-up status.",
       "marker_counts": {
         "Ropedia Xperience-10M Task Suite": 22,
-        "Xperience-10M": 172,
+        "Xperience-10M": 173,
         "20-task": 126,
         "Qwen3-Omni": 232,
         "128-episode pilot": 1
@@ -107,7 +107,7 @@
       "status": "pass",
       "reason": "Public cards should link the repo, Space, artifacts, model baselines, upstream dataset, and Ropedia dataset page.",
       "marker_counts": {
-        "https://github.com/ChaoYue0307/ropedia-xperience-10m-task-suite": 88,
+        "https://github.com/ChaoYue0307/ropedia-xperience-10m-task-suite": 89,
         "https://huggingface.co/spaces/cy0307/ropedia-xperience-10m-task-suite": 12,
         "https://huggingface.co/datasets/cy0307/ropedia-xperience-10m-task-suite-artifacts": 14,
         "https://huggingface.co/cy0307/ropedia-xperience-10m-task-baselines": 12,

data/publication_audit.json

@@ -1,6 +1,6 @@
 {
   "status": "pass",
-  "generated_at_utc": "2026-06-23T03:50:38+00:00",
+  "generated_at_utc": "2026-06-23T04:19:00+00:00",
   "checks": [
     {
       "name": "required_publication_assets_present",

data/quality_gates.json

@@ -1,7 +1,7 @@
 {
   "title": "Ropedia Xperience-10M Release Checks",
   "status": "pass",
-  "generated_at_utc": "2026-06-23T03:51:32+00:00",
+  "generated_at_utc": "2026-06-23T04:20:51+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": [
     {

data/source_alignment_audit.json

@@ -1,7 +1,7 @@
 {
   "title": "Ropedia Xperience-10M Source Alignment Note",
   "status": "pass",
-  "generated_at_utc": "2026-06-23T03:50:21+00:00",
+  "generated_at_utc": "2026-06-23T04:12:55+00:00",
   "alignment_json": "docs/data/xperience10m_dataset_card_alignment.json",
   "alignment_summary": {
     "full_dataset_repo": "ropedia-ai/xperience-10m",

data/task_surface_integrity.json

@@ -1,6 +1,6 @@
 {
   "status": "pass",
-  "generated_at_utc": "2026-06-23T03:50:22+00:00",
+  "generated_at_utc": "2026-06-23T04:12:55+00:00",
   "summary": {
     "original_walkthrough_task_count": 12,
     "expected_original_walkthrough_task_count": 12,

data/website_integrity.json

@@ -1,12 +1,12 @@
 {
   "status": "pass",
-  "generated_at_utc": "2026-06-23T03:50:22+00:00",
+  "generated_at_utc": "2026-06-23T04:18:40+00:00",
   "docs_root": "docs",
   "site_base": "/ropedia-xperience-10m-task-suite/",
   "summary": {
     "html_pages": 4,
-    "local_references": 346,
-    "external_reference_count": 151,
+    "local_references": 352,
+    "external_reference_count": 144,
     "json_files": 56,
     "image_assets_referenced": 50,
     "failure_count": 0
@@ -80,8 +80,8 @@
       "name": "project_overview_precedes_progress_ledger",
       "status": "pass",
       "reason": "The project overview should appear before the deeper progress ledger.",
-      "overview_index": 188047,
-      "evidence_index": 246455
+      "overview_index": 192813,
+      "evidence_index": 255659
     },
     {
       "name": "project_status_links_json",
@@ -111,7 +111,7 @@
       "name": "interactive_roadmap_loads_generated_json",
       "status": "pass",
       "reason": "The interactive roadmap page should load the generated roadmap JSON contract.",
-      "marker_count": 4,
+      "marker_count": 2,
       "page_exists": true
     },
     {
@@ -159,9 +159,9 @@
       "name": "evaluation_protocol_between_overview_and_progress",
       "status": "pass",
       "reason": "The evaluation protocol should appear before the deeper evidence ledger.",
-      "overview_index": 188047,
-      "protocol_index": 242660,
-      "evidence_index": 246455
+      "overview_index": 192813,
+      "protocol_index": 251864,
+      "evidence_index": 255659
     },
     {
       "name": "evaluation_protocol_links_json",
@@ -291,13 +291,13 @@
     {
       "path": "index.html",
       "id_count": 109,
-      "reference_count": 318,
+      "reference_count": 323,
       "image_count": 75
     },
     {
       "path": "research_roadmap.html",
       "id_count": 15,
-      "reference_count": 18,
+      "reference_count": 19,
       "image_count": 1
     },
     {

docs/data/artifact_index.json

@@ -1,6 +1,6 @@
 {
   "title": "Ropedia Xperience-10M Task Suite Artifact Index",
-  "generated_at_utc": "2026-06-23T03:51:33+00:00",
+  "generated_at_utc": "2026-06-23T04:20:52+00:00",
   "status": "pass",
   "artifact_count": 228,
   "missing": [],
@@ -632,7 +632,7 @@
       "shows": "Machine-readable source-alignment pass/fail check for repo, website, and HF surfaces.",
       "exists": true,
       "bytes": 4432,
-      "sha256": "17e2c0f8ddf4953402bdd79c5b51d0d9803b95f490fbe550d82c61ffc198d557"
+      "sha256": "e8706007477657bf1d8155006462101d355b8c9bf0d8ab155fc74a577ccfec46"
     },
     {
       "id": "source_alignment_validator",
@@ -1182,7 +1182,7 @@
       "shows": "Machine-readable release-check summary for validators, mirrors, and public project surfaces.",
       "exists": true,
       "bytes": 8640,
-      "sha256": "55caa2a4d88dbe110a4a4f8f30545454ec62d5d6af1f3cee7360d4e036cf520b"
+      "sha256": "2d23ec3d16c71f94fd4ea95548ba6b4502258b852726310a334bbffe6548af75"
     },
     {
       "id": "public_surface_qa",

docs/data/mirror_parity.json

@@ -1,16 +1,26 @@
 {
-  "status": "pass",
-  "generated_at_utc": "2026-06-23T00:22:16+00:00",
+  "status": "fail",
+  "generated_at_utc": "2026-06-23T04:21:04+00:00",
   "hf_root": "hf_publish",
   "summary": {
     "group_count": 1308,
-    "failure_count": 0,
-    "failures_by_surface": {}
+    "failure_count": 46,
+    "failures_by_surface": {
+      "hf_space": 8,
+      "hf_artifacts_data": 6,
+      "hf_artifacts": 6,
+      "hf_model_data": 6,
+      "hf_model_docs_data": 6,
+      "hf_model": 8,
+      "hf_artifacts_root": 2,
+      "hf_artifacts_docs": 2,
+      "hf_model_docs": 2
+    }
   },
   "checks": [
     {
       "name": "repo_hf_space_artifact_model_data_parity",
-      "status": "pass"
+      "status": "fail"
     },
     {
       "name": "repo_hf_visual_asset_parity",
@@ -22,7 +32,7 @@
     },
     {
       "name": "repo_hf_website_html_parity",
-      "status": "pass"
+      "status": "fail"
     },
     {
       "name": "repo_hf_diagnostic_result_parity",
@@ -139,44 +149,44 @@
         "path": "repo:docs/data/artifact_index.json",
         "exists": true,
         "bytes": 124477,
-        "sha256": "70e364b160a0447d133d87928697af765959cf240d318b9e6177596b179c20b4"
+        "sha256": "078053a1d07929a8c6fe0cba3150aae958526690c251b0d5f724551880798417"
       },
       "mirrors": {
         "hf_space": {
           "path": "hf_space:data/artifact_index.json",
           "exists": true,
           "bytes": 124477,
-          "sha256": "70e364b160a0447d133d87928697af765959cf240d318b9e6177596b179c20b4"
+          "sha256": "078053a1d07929a8c6fe0cba3150aae958526690c251b0d5f724551880798417"
         },
         "hf_artifacts_data": {
           "path": "hf_artifacts:data/artifact_index.json",
           "exists": true,
           "bytes": 124477,
-          "sha256": "70e364b160a0447d133d87928697af765959cf240d318b9e6177596b179c20b4"
+          "sha256": "078053a1d07929a8c6fe0cba3150aae958526690c251b0d5f724551880798417"
         },
         "hf_artifacts": {
           "path": "hf_artifacts:docs/data/artifact_index.json",
           "exists": true,
           "bytes": 124477,
-          "sha256": "70e364b160a0447d133d87928697af765959cf240d318b9e6177596b179c20b4"
+          "sha256": "078053a1d07929a8c6fe0cba3150aae958526690c251b0d5f724551880798417"
         },
         "hf_model_data": {
           "path": "hf_model:data/artifact_index.json",
           "exists": true,
           "bytes": 124477,
-          "sha256": "70e364b160a0447d133d87928697af765959cf240d318b9e6177596b179c20b4"
+          "sha256": "078053a1d07929a8c6fe0cba3150aae958526690c251b0d5f724551880798417"
         },
         "hf_model_docs_data": {
           "path": "hf_model:docs/data/artifact_index.json",
           "exists": true,
           "bytes": 124477,
-          "sha256": "70e364b160a0447d133d87928697af765959cf240d318b9e6177596b179c20b4"
+          "sha256": "078053a1d07929a8c6fe0cba3150aae958526690c251b0d5f724551880798417"
         },
         "hf_model": {
           "path": "hf_model:metrics/artifact_index.json",
           "exists": true,
           "bytes": 124477,
-          "sha256": "70e364b160a0447d133d87928697af765959cf240d318b9e6177596b179c20b4"
+          "sha256": "078053a1d07929a8c6fe0cba3150aae958526690c251b0d5f724551880798417"
         }
       },
       "failures": []
@@ -967,101 +977,187 @@
     },
     {
       "name": "data/publication_audit.json",
-      "status": "pass",
+      "status": "fail",
       "local": {
         "path": "repo:docs/data/publication_audit.json",
         "exists": true,
         "bytes": 10940,
-        "sha256": "f0664011fe67dff5aaada067c5339c4336f035980a7c741e64d68a2cf6c79186"
+        "sha256": "385b613acbb80d47cf601e5cabeddd946e2f1a13131bb0571b03dce9a2894a6f"
       },
       "mirrors": {
         "hf_space": {
           "path": "hf_space:data/publication_audit.json",
           "exists": true,
           "bytes": 10940,
-          "sha256": "f0664011fe67dff5aaada067c5339c4336f035980a7c741e64d68a2cf6c79186"
+          "sha256": "7d1640aac6e7c87be00f443018994eada085289efbda2d5736637f27d7979d25"
         },
         "hf_artifacts_data": {
           "path": "hf_artifacts:data/publication_audit.json",
           "exists": true,
           "bytes": 10940,
-          "sha256": "f0664011fe67dff5aaada067c5339c4336f035980a7c741e64d68a2cf6c79186"
+          "sha256": "7d1640aac6e7c87be00f443018994eada085289efbda2d5736637f27d7979d25"
         },
         "hf_artifacts": {
           "path": "hf_artifacts:docs/data/publication_audit.json",
           "exists": true,
           "bytes": 10940,
-          "sha256": "f0664011fe67dff5aaada067c5339c4336f035980a7c741e64d68a2cf6c79186"
+          "sha256": "7d1640aac6e7c87be00f443018994eada085289efbda2d5736637f27d7979d25"
         },
         "hf_model_data": {
           "path": "hf_model:data/publication_audit.json",
           "exists": true,
           "bytes": 10940,
-          "sha256": "f0664011fe67dff5aaada067c5339c4336f035980a7c741e64d68a2cf6c79186"
+          "sha256": "7d1640aac6e7c87be00f443018994eada085289efbda2d5736637f27d7979d25"
         },
         "hf_model_docs_data": {
           "path": "hf_model:docs/data/publication_audit.json",
           "exists": true,
           "bytes": 10940,
-          "sha256": "f0664011fe67dff5aaada067c5339c4336f035980a7c741e64d68a2cf6c79186"
+          "sha256": "7d1640aac6e7c87be00f443018994eada085289efbda2d5736637f27d7979d25"
         },
         "hf_model": {
           "path": "hf_model:metrics/publication_audit.json",
           "exists": true,
           "bytes": 10940,
-          "sha256": "f0664011fe67dff5aaada067c5339c4336f035980a7c741e64d68a2cf6c79186"
+          "sha256": "7d1640aac6e7c87be00f443018994eada085289efbda2d5736637f27d7979d25"
         }
       },
-      "failures": []
+      "failures": [
+        {
+          "surface": "hf_space",
+          "kind": "hash_mismatch",
+          "path": "hf_space:data/publication_audit.json",
+          "expected_sha256": "385b613acbb80d47cf601e5cabeddd946e2f1a13131bb0571b03dce9a2894a6f",
+          "actual_sha256": "7d1640aac6e7c87be00f443018994eada085289efbda2d5736637f27d7979d25"
+        },
+        {
+          "surface": "hf_artifacts_data",
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+      "path": "hf_artifacts:docs/data/source_alignment_audit.json",
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+      "kind": "hash_mismatch",
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+      "expected_sha256": "e8706007477657bf1d8155006462101d355b8c9bf0d8ab155fc74a577ccfec46",
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+    },
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+      "surface": "hf_model_docs_data",
+      "kind": "hash_mismatch",
+      "path": "hf_model:docs/data/source_alignment_audit.json",
+      "expected_sha256": "e8706007477657bf1d8155006462101d355b8c9bf0d8ab155fc74a577ccfec46",
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+    },
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+      "surface": "hf_model",
+      "kind": "hash_mismatch",
+      "path": "hf_model:metrics/source_alignment_audit.json",
+      "expected_sha256": "e8706007477657bf1d8155006462101d355b8c9bf0d8ab155fc74a577ccfec46",
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+    },
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+      "surface": "hf_space",
+      "kind": "hash_mismatch",
+      "path": "hf_space:data/task_surface_integrity.json",
+      "expected_sha256": "2d1e6ecd2eb7c15f4eeafac82e50035e1bde7fb2dd8fa64c521b1200f362707b",
+      "actual_sha256": "ea5cb6d5d4b90afbb489f41dee141183bf9df61552ecc321d68e21da3d4f30ce"
+    },
+    {
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+      "surface": "hf_artifacts_data",
+      "kind": "hash_mismatch",
+      "path": "hf_artifacts:data/task_surface_integrity.json",
+      "expected_sha256": "2d1e6ecd2eb7c15f4eeafac82e50035e1bde7fb2dd8fa64c521b1200f362707b",
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+    {
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+      "surface": "hf_artifacts",
+      "kind": "hash_mismatch",
+      "path": "hf_artifacts:docs/data/task_surface_integrity.json",
+      "expected_sha256": "2d1e6ecd2eb7c15f4eeafac82e50035e1bde7fb2dd8fa64c521b1200f362707b",
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+      "surface": "hf_model_data",
+      "kind": "hash_mismatch",
+      "path": "hf_model:data/task_surface_integrity.json",
+      "expected_sha256": "2d1e6ecd2eb7c15f4eeafac82e50035e1bde7fb2dd8fa64c521b1200f362707b",
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+    },
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+      "surface": "hf_model_docs_data",
+      "kind": "hash_mismatch",
+      "path": "hf_model:docs/data/task_surface_integrity.json",
+      "expected_sha256": "2d1e6ecd2eb7c15f4eeafac82e50035e1bde7fb2dd8fa64c521b1200f362707b",
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+      "surface": "hf_model",
+      "kind": "hash_mismatch",
+      "path": "hf_model:metrics/task_surface_integrity.json",
+      "expected_sha256": "2d1e6ecd2eb7c15f4eeafac82e50035e1bde7fb2dd8fa64c521b1200f362707b",
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+    },
+    {
+      "group": "data/website_integrity.json",
+      "surface": "hf_space",
+      "kind": "hash_mismatch",
+      "path": "hf_space:data/website_integrity.json",
+      "expected_sha256": "71a816f02965b3f536fc1e712e155e019a33207fa6253f236dc3597c86adf369",
+      "actual_sha256": "da4ba5892266ea24d9e7b4168004f42cc6fc0b47cad93189b75d90b819a17da5"
+    },
+    {
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+      "surface": "hf_artifacts_data",
+      "kind": "hash_mismatch",
+      "path": "hf_artifacts:data/website_integrity.json",
+      "expected_sha256": "71a816f02965b3f536fc1e712e155e019a33207fa6253f236dc3597c86adf369",
+      "actual_sha256": "da4ba5892266ea24d9e7b4168004f42cc6fc0b47cad93189b75d90b819a17da5"
+    },
+    {
+      "group": "data/website_integrity.json",
+      "surface": "hf_artifacts",
+      "kind": "hash_mismatch",
+      "path": "hf_artifacts:docs/data/website_integrity.json",
+      "expected_sha256": "71a816f02965b3f536fc1e712e155e019a33207fa6253f236dc3597c86adf369",
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+    },
+    {
+      "group": "data/website_integrity.json",
+      "surface": "hf_model_data",
+      "kind": "hash_mismatch",
+      "path": "hf_model:data/website_integrity.json",
+      "expected_sha256": "71a816f02965b3f536fc1e712e155e019a33207fa6253f236dc3597c86adf369",
+      "actual_sha256": "da4ba5892266ea24d9e7b4168004f42cc6fc0b47cad93189b75d90b819a17da5"
+    },
+    {
+      "group": "data/website_integrity.json",
+      "surface": "hf_model_docs_data",
+      "kind": "hash_mismatch",
+      "path": "hf_model:docs/data/website_integrity.json",
+      "expected_sha256": "71a816f02965b3f536fc1e712e155e019a33207fa6253f236dc3597c86adf369",
+      "actual_sha256": "da4ba5892266ea24d9e7b4168004f42cc6fc0b47cad93189b75d90b819a17da5"
+    },
+    {
+      "group": "data/website_integrity.json",
+      "surface": "hf_model",
+      "kind": "hash_mismatch",
+      "path": "hf_model:metrics/website_integrity.json",
+      "expected_sha256": "71a816f02965b3f536fc1e712e155e019a33207fa6253f236dc3597c86adf369",
+      "actual_sha256": "da4ba5892266ea24d9e7b4168004f42cc6fc0b47cad93189b75d90b819a17da5"
+    },
+    {
+      "group": "website/index.html",
+      "surface": "hf_space",
+      "kind": "hash_mismatch",
+      "path": "hf_space:index.html",
+      "expected_sha256": "9602d0989e081d3cfa9d7edac7e1dc1b2af5e55b0a3113b14e356eacbb8770cc",
+      "actual_sha256": "78b7ba40655f64e612ee63777805f5a6bba98942b7ad7257f859c1298fd43b20"
+    },
+    {
+      "group": "website/index.html",
+      "surface": "hf_artifacts_root",
+      "kind": "hash_mismatch",
+      "path": "hf_artifacts:index.html",
+      "expected_sha256": "9602d0989e081d3cfa9d7edac7e1dc1b2af5e55b0a3113b14e356eacbb8770cc",
+      "actual_sha256": "78b7ba40655f64e612ee63777805f5a6bba98942b7ad7257f859c1298fd43b20"
+    },
+    {
+      "group": "website/index.html",
+      "surface": "hf_artifacts_docs",
+      "kind": "hash_mismatch",
+      "path": "hf_artifacts:docs/index.html",
+      "expected_sha256": "9602d0989e081d3cfa9d7edac7e1dc1b2af5e55b0a3113b14e356eacbb8770cc",
+      "actual_sha256": "78b7ba40655f64e612ee63777805f5a6bba98942b7ad7257f859c1298fd43b20"
+    },
+    {
+      "group": "website/index.html",
+      "surface": "hf_model",
+      "kind": "hash_mismatch",
+      "path": "hf_model:index.html",
+      "expected_sha256": "9602d0989e081d3cfa9d7edac7e1dc1b2af5e55b0a3113b14e356eacbb8770cc",
+      "actual_sha256": "78b7ba40655f64e612ee63777805f5a6bba98942b7ad7257f859c1298fd43b20"
+    },
+    {
+      "group": "website/index.html",
+      "surface": "hf_model_docs",
+      "kind": "hash_mismatch",
+      "path": "hf_model:docs/index.html",
+      "expected_sha256": "9602d0989e081d3cfa9d7edac7e1dc1b2af5e55b0a3113b14e356eacbb8770cc",
+      "actual_sha256": "78b7ba40655f64e612ee63777805f5a6bba98942b7ad7257f859c1298fd43b20"
+    },
+    {
+      "group": "website/research_roadmap.html",
+      "surface": "hf_space",
+      "kind": "hash_mismatch",
+      "path": "hf_space:research_roadmap.html",
+      "expected_sha256": "7d1e39467bf03512c5278fbde8de29267731d7fd8f1df6c543201b04d998acf6",
+      "actual_sha256": "e298ec1a41dec860e3f8bc9dd4113346a039066e75265f69e38ffc712359da15"
+    },
+    {
+      "group": "website/research_roadmap.html",
+      "surface": "hf_artifacts_root",
+      "kind": "hash_mismatch",
+      "path": "hf_artifacts:research_roadmap.html",
+      "expected_sha256": "7d1e39467bf03512c5278fbde8de29267731d7fd8f1df6c543201b04d998acf6",
+      "actual_sha256": "e298ec1a41dec860e3f8bc9dd4113346a039066e75265f69e38ffc712359da15"
+    },
+    {
+      "group": "website/research_roadmap.html",
+      "surface": "hf_artifacts_docs",
+      "kind": "hash_mismatch",
+      "path": "hf_artifacts:docs/research_roadmap.html",
+      "expected_sha256": "7d1e39467bf03512c5278fbde8de29267731d7fd8f1df6c543201b04d998acf6",
+      "actual_sha256": "e298ec1a41dec860e3f8bc9dd4113346a039066e75265f69e38ffc712359da15"
+    },
+    {
+      "group": "website/research_roadmap.html",
+      "surface": "hf_model",
+      "kind": "hash_mismatch",
+      "path": "hf_model:research_roadmap.html",
+      "expected_sha256": "7d1e39467bf03512c5278fbde8de29267731d7fd8f1df6c543201b04d998acf6",
+      "actual_sha256": "e298ec1a41dec860e3f8bc9dd4113346a039066e75265f69e38ffc712359da15"
+    },
+    {
+      "group": "website/research_roadmap.html",
+      "surface": "hf_model_docs",
+      "kind": "hash_mismatch",
+      "path": "hf_model:docs/research_roadmap.html",
+      "expected_sha256": "7d1e39467bf03512c5278fbde8de29267731d7fd8f1df6c543201b04d998acf6",
+      "actual_sha256": "e298ec1a41dec860e3f8bc9dd4113346a039066e75265f69e38ffc712359da15"
+    }
+  ]
 }

docs/data/public_surface_qa.json

@@ -1,7 +1,7 @@
 {
   "title": "Ropedia Xperience-10M Public Project Surface",
   "status": "pass",
-  "generated_at_utc": "2026-06-23T03:51:31+00:00",
+  "generated_at_utc": "2026-06-23T04:20:51+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": "2026-06-23T03:50:22+00:00"
+          "generated_at_utc": "2026-06-23T04:18:40+00:00"
         },
         "rendered_site_check": {
           "exists": true,
@@ -28,12 +28,12 @@
         "task_surface_integrity": {
           "exists": true,
           "status": "pass",
-          "generated_at_utc": "2026-06-23T03:50:22+00:00"
+          "generated_at_utc": "2026-06-23T04:12:55+00:00"
         },
         "source_alignment": {
           "exists": true,
           "status": "pass",
-          "generated_at_utc": "2026-06-23T03:50:21+00:00"
+          "generated_at_utc": "2026-06-23T04:12:55+00:00"
         },
         "scale_up_status": {
           "exists": true,
@@ -43,12 +43,12 @@
         "publication_package": {
           "exists": true,
           "status": "pass",
-          "generated_at_utc": "2026-06-23T03:50:38+00:00"
+          "generated_at_utc": "2026-06-23T04:19:00+00:00"
         },
         "mirror_parity": {
           "exists": true,
           "status": "pass",
-          "generated_at_utc": "2026-06-23T03:20:53+00:00"
+          "generated_at_utc": "2026-06-23T03:52:37+00:00"
         }
       },
       "failures": {}
@@ -96,7 +96,7 @@
       "reason": "Public copy should consistently present the project as Ropedia Xperience-10M, with the Qwen3-Omni scale-up status.",
       "marker_counts": {
         "Ropedia Xperience-10M Task Suite": 22,
-        "Xperience-10M": 172,
+        "Xperience-10M": 173,
         "20-task": 126,
         "Qwen3-Omni": 232,
         "128-episode pilot": 1
@@ -107,7 +107,7 @@
       "status": "pass",
       "reason": "Public cards should link the repo, Space, artifacts, model baselines, upstream dataset, and Ropedia dataset page.",
       "marker_counts": {
-        "https://github.com/ChaoYue0307/ropedia-xperience-10m-task-suite": 88,
+        "https://github.com/ChaoYue0307/ropedia-xperience-10m-task-suite": 89,
         "https://huggingface.co/spaces/cy0307/ropedia-xperience-10m-task-suite": 12,
         "https://huggingface.co/datasets/cy0307/ropedia-xperience-10m-task-suite-artifacts": 14,
         "https://huggingface.co/cy0307/ropedia-xperience-10m-task-baselines": 12,

docs/data/publication_audit.json

@@ -1,6 +1,6 @@
 {
   "status": "pass",
-  "generated_at_utc": "2026-06-23T03:50:38+00:00",
+  "generated_at_utc": "2026-06-23T04:19:00+00:00",
   "checks": [
     {
       "name": "required_publication_assets_present",

docs/data/quality_gates.json

@@ -1,7 +1,7 @@
 {
   "title": "Ropedia Xperience-10M Release Checks",
   "status": "pass",
-  "generated_at_utc": "2026-06-23T03:51:32+00:00",
+  "generated_at_utc": "2026-06-23T04:20:51+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": [
     {

docs/data/source_alignment_audit.json

@@ -1,7 +1,7 @@
 {
   "title": "Ropedia Xperience-10M Source Alignment Note",
   "status": "pass",
-  "generated_at_utc": "2026-06-23T03:50:21+00:00",
+  "generated_at_utc": "2026-06-23T04:12:55+00:00",
   "alignment_json": "docs/data/xperience10m_dataset_card_alignment.json",
   "alignment_summary": {
     "full_dataset_repo": "ropedia-ai/xperience-10m",

docs/data/task_surface_integrity.json

@@ -1,6 +1,6 @@
 {
   "status": "pass",
-  "generated_at_utc": "2026-06-23T03:50:22+00:00",
+  "generated_at_utc": "2026-06-23T04:12:55+00:00",
   "summary": {
     "original_walkthrough_task_count": 12,
     "expected_original_walkthrough_task_count": 12,

docs/data/website_integrity.json

@@ -1,12 +1,12 @@
 {
   "status": "pass",
-  "generated_at_utc": "2026-06-23T03:50:22+00:00",
+  "generated_at_utc": "2026-06-23T04:18:40+00:00",
   "docs_root": "docs",
   "site_base": "/ropedia-xperience-10m-task-suite/",
   "summary": {
     "html_pages": 4,
-    "local_references": 346,
-    "external_reference_count": 151,
+    "local_references": 352,
+    "external_reference_count": 144,
     "json_files": 56,
     "image_assets_referenced": 50,
     "failure_count": 0
@@ -80,8 +80,8 @@
       "name": "project_overview_precedes_progress_ledger",
       "status": "pass",
       "reason": "The project overview should appear before the deeper progress ledger.",
-      "overview_index": 188047,
-      "evidence_index": 246455
+      "overview_index": 192813,
+      "evidence_index": 255659
     },
     {
       "name": "project_status_links_json",
@@ -111,7 +111,7 @@
       "name": "interactive_roadmap_loads_generated_json",
       "status": "pass",
       "reason": "The interactive roadmap page should load the generated roadmap JSON contract.",
-      "marker_count": 4,
+      "marker_count": 2,
       "page_exists": true
     },
     {
@@ -159,9 +159,9 @@
       "name": "evaluation_protocol_between_overview_and_progress",
       "status": "pass",
       "reason": "The evaluation protocol should appear before the deeper evidence ledger.",
-      "overview_index": 188047,
-      "protocol_index": 242660,
-      "evidence_index": 246455
+      "overview_index": 192813,
+      "protocol_index": 251864,
+      "evidence_index": 255659
     },
     {
       "name": "evaluation_protocol_links_json",
@@ -291,13 +291,13 @@
     {
       "path": "index.html",
       "id_count": 109,
-      "reference_count": 318,
+      "reference_count": 323,
       "image_count": 75
     },
     {
       "path": "research_roadmap.html",
       "id_count": 15,
-      "reference_count": 18,
+      "reference_count": 19,
       "image_count": 1
     },
     {

docs/index.html

@@ -3072,8 +3072,8 @@
 
     .roadmap-grid {
       display: grid;
-      grid-template-columns: repeat(5, minmax(0, 1fr));
-      gap: 14px;
+      grid-template-columns: repeat(2, minmax(0, 1fr));
+      gap: 16px;
       align-items: stretch;
     }
     .roadmap-card {
@@ -3081,7 +3081,7 @@
       border: 1px solid var(--line);
       border-radius: var(--radius);
       padding: 18px;
-      min-height: 330px;
+      min-height: 0;
       background:
         linear-gradient(180deg, rgba(204, 255, 160, 0.08), rgba(7, 18, 7, 0.92)),
         var(--surface);
@@ -3165,6 +3165,170 @@
     }
     .roadmap-links a:hover { border-color: var(--green); color: var(--ink); }
 
+    .roadmap-entry-panel,
+    .roadmap-resource-panel {
+      border: 1px solid rgba(204, 255, 160, 0.20);
+      border-radius: var(--radius);
+      background:
+        radial-gradient(circle at 14% 10%, rgba(204, 255, 160, 0.10), transparent 32%),
+        linear-gradient(135deg, rgba(204, 255, 160, 0.08), rgba(122, 229, 195, 0.035)),
+        rgba(7, 18, 7, 0.72);
+      padding: clamp(18px, 2.2vw, 24px);
+      margin: 22px 0;
+    }
+    .roadmap-entry-panel {
+      display: grid;
+      grid-template-columns: minmax(0, 0.92fr) minmax(360px, 1.08fr);
+      gap: 22px;
+      align-items: stretch;
+    }
+    .roadmap-entry-copy {
+      display: grid;
+      gap: 12px;
+      align-content: start;
+    }
+    .roadmap-entry-copy span,
+    .roadmap-resource-head span,
+    .roadmap-resource-card small {
+      color: var(--green);
+      font-family: var(--font-btn);
+      font-size: 12px;
+      font-weight: 700;
+      letter-spacing: 0.08em;
+      text-transform: uppercase;
+    }
+    .roadmap-entry-copy h3,
+    .roadmap-resource-head h3 {
+      margin: 0;
+      color: var(--ink);
+      font-size: clamp(24px, 3vw, 34px);
+      line-height: 1.05;
+      text-wrap: balance;
+    }
+    .roadmap-entry-copy p,
+    .roadmap-resource-head p,
+    .roadmap-resource-card p,
+    .structured-mirror-note {
+      margin: 0;
+      color: var(--muted);
+      line-height: 1.58;
+    }
+    .roadmap-entry-steps {
+      display: grid;
+      grid-template-columns: repeat(3, minmax(0, 1fr));
+      gap: 10px;
+      margin: 0;
+      padding: 0;
+      list-style: none;
+    }
+    .roadmap-entry-steps li {
+      min-height: 132px;
+      border: 1px solid var(--soft-line);
+      border-radius: 8px;
+      background: rgba(2, 5, 2, 0.46);
+      padding: 14px;
+      display: grid;
+      gap: 8px;
+      align-content: start;
+    }
+    .roadmap-entry-steps strong {
+      color: var(--ink);
+      font-size: 16px;
+      line-height: 1.18;
+    }
+    .roadmap-entry-steps span {
+      color: var(--muted);
+      font-size: 13px;
+      line-height: 1.42;
+    }
+    .roadmap-quick-actions,
+    .roadmap-resource-actions,
+    .structured-mirror-grid {
+      display: flex;
+      flex-wrap: wrap;
+      gap: 10px;
+    }
+    .roadmap-quick-actions a,
+    .roadmap-resource-actions a,
+    .structured-mirror-grid a {
+      min-height: 38px;
+      display: inline-flex;
+      align-items: center;
+      gap: 7px;
+      border: 1px solid var(--soft-line);
+      border-radius: 999px;
+      background: rgba(2, 5, 2, 0.48);
+      color: var(--cyan);
+      font-family: var(--font-btn);
+      font-size: 13px;
+      font-weight: 700;
+      padding: 0 13px;
+      text-decoration: none;
+    }
+    .roadmap-quick-actions a:first-child,
+    .roadmap-resource-card.primary .roadmap-resource-actions a:first-child {
+      color: #020502;
+      border-color: var(--green);
+      background: var(--green);
+    }
+    .roadmap-quick-actions a:hover,
+    .roadmap-resource-actions a:hover,
+    .structured-mirror-grid a:hover {
+      color: var(--ink);
+      border-color: var(--green);
+    }
+    .roadmap-resource-head {
+      display: grid;
+      grid-template-columns: minmax(0, 0.78fr) minmax(320px, 0.72fr);
+      gap: 22px;
+      align-items: end;
+      margin-bottom: 16px;
+    }
+    .roadmap-resource-grid {
+      display: grid;
+      grid-template-columns: repeat(3, minmax(0, 1fr));
+      gap: 12px;
+    }
+    .roadmap-resource-card {
+      border: 1px solid var(--soft-line);
+      border-radius: 8px;
+      background: rgba(2, 5, 2, 0.50);
+      padding: 16px;
+      display: grid;
+      gap: 10px;
+      align-content: start;
+      min-height: 168px;
+    }
+    .roadmap-resource-card.primary {
+      grid-column: span 2;
+      background:
+        linear-gradient(135deg, rgba(204, 255, 160, 0.12), rgba(122, 229, 195, 0.05)),
+        rgba(2, 5, 2, 0.54);
+    }
+    .roadmap-resource-card h3 {
+      margin: 0;
+      color: var(--ink);
+      font-size: 18px;
+      line-height: 1.18;
+    }
+    .structured-mirrors {
+      margin-top: 14px;
+      border: 1px solid var(--soft-line);
+      border-radius: 8px;
+      background: rgba(2, 5, 2, 0.46);
+      padding: 14px;
+    }
+    .structured-mirrors summary {
+      cursor: pointer;
+      color: #dce8d6;
+      font-family: var(--font-btn);
+      font-weight: 700;
+    }
+    .structured-mirror-note {
+      margin: 10px 0 12px;
+      font-size: 13px;
+    }
+
     .brief-panel {
       border: 1px solid var(--line);
       border-radius: var(--radius);
@@ -5730,6 +5894,17 @@
       .task-icon-atlas { grid-template-columns: 1fr; }
       .section-head { display: block; }
       .section-head p { margin-top: 14px; }
+      .roadmap-entry-panel,
+      .roadmap-resource-head {
+        grid-template-columns: 1fr;
+      }
+      .roadmap-entry-steps,
+      .roadmap-resource-grid {
+        grid-template-columns: repeat(2, minmax(0, 1fr));
+      }
+      .roadmap-resource-card.primary {
+        grid-column: 1 / -1;
+      }
     }
     @media (max-width: 1120px) {
       .nav-links { display: none; }
@@ -6007,6 +6182,10 @@
         justify-content: center;
       }
       .hero-stats, .models, .task-grid, .artifact-grid, .evidence-grid, .reading-grid, .snapshot-grid, .roadmap-grid, .brief-grid, .surface-map, .boundary-strip, .chart-grid, .callout-row, .direction-grid, .baseline-strip, .extension-grid, .walk-flow, .flow-steps, .storyboard-steps, .task-selector, .hero-paths, .reader-journey, .resource-mode-grid, .suite-lines, .suite-line-facts, .result-reading-order, .reader-priority-grid, .result-rules-panel, .reader-route-list, .task-axis-grid, .task-axis-summary, .task-axis-reader-rule, .task-axis-key, .task-axis-task-list, .task-axis-visual figcaption, .method-flow-steps, .suite-task-index-head { grid-template-columns: 1fr; }
+      .roadmap-entry-steps,
+      .roadmap-resource-grid {
+        grid-template-columns: 1fr;
+      }
       .task-axis-summary-card {
         grid-template-columns: auto 1fr;
       }
@@ -6258,7 +6437,7 @@
         <a href="#takeaways">Results</a>
         <a href="#directions">Directions</a>
         <a href="#glossary">Glossary</a>
-        <a href="research_roadmap.html">Roadmap</a>
+        <a href="#roadmap">Roadmap</a>
       </div>
       <div class="nav-tools">
         <div class="site-language notranslate" translate="no" data-short="EN">
@@ -6940,7 +7119,7 @@
             </div>
             <div class="snapshot-actions">
               <a href="research_roadmap.html">Open roadmap</a>
-              <a href="data/research_roadmap_interactive.json">Roadmap structure</a>
+              <a href="data/research_roadmap_interactive.json">Structured roadmap mirror</a>
             </div>
           </article>
           <article class="snapshot-card">
@@ -7016,11 +7195,11 @@
         </div>
         <div class="snapshot-actions">
           <a href="https://github.com/ChaoYue0307/ropedia-xperience-10m-task-suite/blob/main/PROJECT_BRIEF.md">Project brief</a>
-          <a href="data/project_brief.json">Project summary</a>
+          <a href="data/project_brief.json">Reader summary mirror</a>
           <a href="https://github.com/ChaoYue0307/ropedia-xperience-10m-task-suite/blob/main/PROJECT_STATUS.md">Project status</a>
-          <a href="data/project_status.json">Current status</a>
-          <a href="data/research_roadmap.json">Roadmap summary</a>
-          <a href="data/project_packet.json">Reader path</a>
+          <a href="data/project_status.json">Status mirror</a>
+          <a href="data/research_roadmap.json">Roadmap mirror</a>
+          <a href="data/project_packet.json">Reader bundle</a>
           <a href="#artifacts">Project materials</a>
         </div>
       </div>
@@ -7032,6 +7211,24 @@
           <h2>Research roadmap.</h2>
           <p>The project path moves from the current public-sample task lab to the latest verified Qwen3-Omni diagnostic run, same-split 128-episode baseline alignment, a no-new-episode enhancement pack, action/subtask error analysis, robustness runs, world/policy tracks, and the future Xperience Embodied Foundation Model pretraining goal.</p>
         </div>
+        <div class="roadmap-entry-panel" aria-label="How to read the roadmap">
+          <div class="roadmap-entry-copy">
+            <span>Reader route</span>
+            <h3>Use this section for planning; use the explorer for task-track detail.</h3>
+            <p>The main page keeps the roadmap readable: stage cards show what has shipped, what is active, and what evidence supports each step. The standalone roadmap remains available when you want to click through every track, task, and evidence link.</p>
+            <div class="roadmap-quick-actions">
+              <a href="research_roadmap.html">Open interactive explorer</a>
+              <a href="#development-directions">Foundation pipelines</a>
+              <a href="#result-matrix-table">180-result table</a>
+              <a href="https://github.com/ChaoYue0307/ropedia-xperience-10m-task-suite/blob/main/RESEARCH_ROADMAP.md">Roadmap note</a>
+            </div>
+          </div>
+          <ol class="roadmap-entry-steps">
+            <li><strong>1. Read the stage cards</strong><span>Start with the visible path from public sample to selected-128 results and future model training.</span></li>
+            <li><strong>2. Open the explorer only when needed</strong><span>The explorer is for task-by-track inspection, not the first reading surface.</span></li>
+            <li><strong>3. Keep files as evidence</strong><span>Machine-readable mirrors stay available for validators, HF mirrors, and reproducibility scripts.</span></li>
+          </ol>
+        </div>
         <div class="roadmap-grid" aria-label="Research roadmap stages">
           <article class="roadmap-card" data-status="implemented">
             <span class="roadmap-status">implemented</span>
@@ -7124,19 +7321,64 @@
             </div>
           </article>
         </div>
-        <div class="roadmap-links">
-          <a href="research_roadmap.html">interactive roadmap</a>
-          <a href="https://github.com/ChaoYue0307/ropedia-xperience-10m-task-suite/blob/main/RESEARCH_ROADMAP.md">roadmap document</a>
-          <a href="data/research_roadmap.json">roadmap stages</a>
-          <a href="data/foundation_model_plan.json">foundation model plan</a>
-          <a href="data/three_foundation_pipelines.json">three foundation pipelines</a>
-          <a href="data/additional_development_directions.json">additional directions</a>
-          <a href="data/task_suite_enhancement_128.json">selected-128 enhancement data</a>
-          <a href="https://github.com/ChaoYue0307/ropedia-xperience-10m-task-suite/blob/main/THREE_FOUNDATION_PIPELINES.md">pipeline track note</a>
-          <a href="https://github.com/ChaoYue0307/ropedia-xperience-10m-task-suite/blob/main/XPERIENCE_EMBODIED_FOUNDATION_MODEL_PRETRAINING.md">native pretraining plan</a>
-          <a href="data/research_roadmap_interactive.json">interactive map</a>
-          <a href="https://github.com/ChaoYue0307/ropedia-xperience-10m-task-suite/blob/main/results/omni_finetune/DATA_ACCESS_STATUS.md">scale-up status</a>
-          <a href="https://github.com/ChaoYue0307/ropedia-xperience-10m-task-suite/blob/main/PROJECT_STATUS.md">project status</a>
+        <div class="roadmap-resource-panel" aria-label="Roadmap resources and source mirrors">
+          <div class="roadmap-resource-head">
+            <div>
+              <span>Roadmap resources</span>
+              <h3>Open the reader surface first; source mirrors stay attached.</h3>
+            </div>
+            <p>The roadmap has three public surfaces: this concise planning view, an interactive task-track explorer, and structured mirrors used by validators and HF/GitHub publication scripts.</p>
+          </div>
+          <div class="roadmap-resource-grid">
+            <article class="roadmap-resource-card primary">
+              <small>reader surface</small>
+              <h3>Interactive task-track explorer</h3>
+              <p>Click through the four research directions, linked task heads, stage gates, current evidence, and next steps without leaving the project style system.</p>
+              <div class="roadmap-resource-actions">
+                <a href="research_roadmap.html">Open explorer</a>
+                <a href="https://github.com/ChaoYue0307/ropedia-xperience-10m-task-suite/blob/main/RESEARCH_ROADMAP.md">Read roadmap note</a>
+              </div>
+            </article>
+            <article class="roadmap-resource-card">
+              <small>training plan</small>
+              <h3>Three foundation pipelines</h3>
+              <p>Spatial intelligence, human-video world modeling, and VLA training use different inputs and outputs while sharing the Xperience-10M sample structure.</p>
+              <div class="roadmap-resource-actions">
+                <a href="#development-directions">Open pipelines</a>
+                <a href="https://github.com/ChaoYue0307/ropedia-xperience-10m-task-suite/blob/main/THREE_FOUNDATION_PIPELINES.md">Pipeline note</a>
+              </div>
+            </article>
+            <article class="roadmap-resource-card">
+              <small>scale-up state</small>
+              <h3>Selected-128 and data-boundary evidence</h3>
+              <p>Use these notes to understand which selected-episode artifacts are public-safe, which raw files remain gated, and how the 128-episode comparison is staged.</p>
+              <div class="roadmap-resource-actions">
+                <a href="https://github.com/ChaoYue0307/ropedia-xperience-10m-task-suite/blob/main/PROJECT_STATUS.md">Project status</a>
+                <a href="https://github.com/ChaoYue0307/ropedia-xperience-10m-task-suite/blob/main/results/omni_finetune/DATA_ACCESS_STATUS.md">Data status</a>
+              </div>
+            </article>
+            <article class="roadmap-resource-card">
+              <small>future model</small>
+              <h3>Xperience-native pretraining plan</h3>
+              <p>The long-range goal is an Xperience-native embodied foundation model after smaller selected-episode stages prove value and infrastructure is ready.</p>
+              <div class="roadmap-resource-actions">
+                <a href="https://github.com/ChaoYue0307/ropedia-xperience-10m-task-suite/blob/main/XPERIENCE_EMBODIED_FOUNDATION_MODEL_PRETRAINING.md">Pretraining plan</a>
+                <a href="#directions">Four directions</a>
+              </div>
+            </article>
+          </div>
+          <details class="structured-mirrors">
+            <summary>Structured mirrors for validators and reproducibility scripts</summary>
+            <p class="structured-mirror-note">These are not the best first reading path. They are kept here so the public site, README mirrors, HF bundles, and local validators point to the same source records.</p>
+            <div class="structured-mirror-grid">
+              <a href="data/research_roadmap.json">Roadmap stage mirror</a>
+              <a href="data/research_roadmap_interactive.json">Explorer data mirror</a>
+              <a href="data/foundation_model_plan.json">Foundation-plan mirror</a>
+              <a href="data/three_foundation_pipelines.json">Three-pipeline mirror</a>
+              <a href="data/additional_development_directions.json">Development-direction mirror</a>
+              <a href="data/task_suite_enhancement_128.json">Selected-128 enhancement mirror</a>
+            </div>
+          </details>
         </div>
       </div>
     </section>
@@ -7173,7 +7415,7 @@
                 </div>
               </div>
               <div class="foundation-pipeline-links">
-                <a href="data/three_foundation_pipelines.json">track data</a>
+                <a href="data/three_foundation_pipelines.json">Structured pipeline mirror</a>
                 <a href="assets/foundation-pipelines/spatial-intelligence-pipeline.png">Open image</a>
               </div>
             </div>
@@ -7233,7 +7475,7 @@
                 </div>
               </div>
               <div class="foundation-pipeline-links">
-                <a href="data/three_foundation_pipelines.json">Track contract</a>
+                <a href="data/three_foundation_pipelines.json">Structured pipeline mirror</a>
                 <a href="assets/foundation-pipelines/vision-language-action-pipeline.png">Open image</a>
               </div>
             </div>

docs/research_roadmap.html

@@ -165,32 +165,6 @@
       line-height: 1.65;
       text-wrap: pretty;
     }
-    .language-strip {
-      max-width: 880px;
-      display: flex;
-      flex-wrap: wrap;
-      gap: 8px;
-      margin-top: 22px;
-      font-family: var(--font-btn);
-      font-size: 12px;
-    }
-    .language-strip a {
-      min-height: 32px;
-      display: inline-flex;
-      align-items: center;
-      justify-content: center;
-      padding: 0 10px;
-      border: 1px solid rgba(204, 255, 160, 0.18);
-      border-radius: 999px;
-      background: rgba(255, 255, 255, 0.05);
-      color: #dfeadc;
-      text-decoration: none;
-    }
-    .language-strip a:hover {
-      color: var(--green);
-      border-color: var(--green);
-      background: rgba(204, 255, 160, 0.08);
-    }
     .hero-actions {
       display: flex;
       flex-wrap: wrap;
@@ -408,7 +382,7 @@
     }
     .phase-strip {
       display: grid;
-      grid-template-columns: repeat(5, minmax(0, 1fr));
+      grid-template-columns: repeat(auto-fit, minmax(170px, 1fr));
       gap: 8px;
     }
     .phase {
@@ -556,6 +530,12 @@
       gap: 10px;
       margin-top: 20px;
     }
+    .artifact-note {
+      margin: 20px 0 -8px;
+      color: var(--muted);
+      font-size: 13px;
+      line-height: 1.55;
+    }
     .artifact-row a {
       min-height: 38px;
       display: inline-flex;
@@ -614,9 +594,10 @@
         <a href="index.html">Project</a>
         <a class="active" href="research_roadmap.html">Roadmap</a>
         <a href="index.html#suite">Tasks</a>
+        <a href="index.html#takeaways">Results</a>
+        <a href="index.html#development-directions">Pipelines</a>
+        <a href="index.html#glossary">Glossary</a>
         <a href="single_episode_explorer.html">Explorer</a>
-        <a href="data/language_versions.json">Languages</a>
-        <a href="data/research_roadmap_interactive.json">Data</a>
         <a class="primary" href="https://huggingface.co/spaces/cy0307/ropedia-xperience-10m-task-suite">HF</a>
         <a class="primary" href="https://github.com/ChaoYue0307/ropedia-xperience-10m-task-suite">Repo</a>
       </div>
@@ -636,20 +617,10 @@
           directly from generated project artifacts, so the track and task views stay
           tied to the real sample metrics and scale-up status.
         </p>
-        <div class="language-strip" aria-label="README language versions">
-          <a href="https://github.com/ChaoYue0307/ropedia-xperience-10m-task-suite/blob/main/README.md">English</a>
-          <a href="https://github.com/ChaoYue0307/ropedia-xperience-10m-task-suite/blob/main/README.zh.md">中文</a>
-          <a href="https://github.com/ChaoYue0307/ropedia-xperience-10m-task-suite/blob/main/README.es.md">Español</a>
-          <a href="https://github.com/ChaoYue0307/ropedia-xperience-10m-task-suite/blob/main/README.fr.md">Français</a>
-          <a href="https://github.com/ChaoYue0307/ropedia-xperience-10m-task-suite/blob/main/README.de.md">Deutsch</a>
-          <a href="https://github.com/ChaoYue0307/ropedia-xperience-10m-task-suite/blob/main/README.ja.md">日本語</a>
-          <a href="https://github.com/ChaoYue0307/ropedia-xperience-10m-task-suite/blob/main/README.ko.md">한국어</a>
-          <a href="https://github.com/ChaoYue0307/ropedia-xperience-10m-task-suite/blob/main/README.pt.md">Português</a>
-          <a href="data/language_versions.json">Manifest</a>
-        </div>
         <div class="hero-actions">
           <a class="button primary" href="#roadmap-app">Open roadmap</a>
-          <a class="button" href="data/research_roadmap_interactive.json">View data contract</a>
+          <a class="button" href="index.html#roadmap">Back to main roadmap</a>
+          <a class="button" href="index.html#development-directions">Foundation pipelines</a>
           <a class="button" href="index.html#directions">Four-track summary</a>
         </div>
       </div>
@@ -707,12 +678,13 @@
           <aside class="panel detail-panel" id="detailPanel" aria-label="Selected roadmap detail"></aside>
         </div>
 
-        <div class="artifact-row">
-          <a href="data/research_roadmap_interactive.json">Roadmap data</a>
-          <a href="data/foundation_model_plan.json">Foundation model plan</a>
-          <a href="data/research_directions.json">Research directions</a>
-          <a href="data/task_walkthroughs.json">Task walkthroughs</a>
-          <a href="data/summary_metrics.json">Summary metrics</a>
+        <p class="artifact-note">Structured mirrors for scripts and validators are attached here after the interactive reader. Most readers should use the panels above before opening these records.</p>
+        <div class="artifact-row" aria-label="Structured roadmap mirrors">
+          <a href="data/research_roadmap_interactive.json">Explorer data mirror</a>
+          <a href="data/foundation_model_plan.json">Foundation-plan mirror</a>
+          <a href="data/research_directions.json">Research-track mirror</a>
+          <a href="data/task_walkthroughs.json">Task walkthrough mirror</a>
+          <a href="data/summary_metrics.json">Summary-metric mirror</a>
           <a href="https://github.com/ChaoYue0307/ropedia-xperience-10m-task-suite/blob/main/RESEARCH_ROADMAP.md">Roadmap document</a>
         </div>
       </div>

index.html

@@ -3072,8 +3072,8 @@
 
     .roadmap-grid {
       display: grid;
-      grid-template-columns: repeat(5, minmax(0, 1fr));
-      gap: 14px;
+      grid-template-columns: repeat(2, minmax(0, 1fr));
+      gap: 16px;
       align-items: stretch;
     }
     .roadmap-card {
@@ -3081,7 +3081,7 @@
       border: 1px solid var(--line);
       border-radius: var(--radius);
       padding: 18px;
-      min-height: 330px;
+      min-height: 0;
       background:
         linear-gradient(180deg, rgba(204, 255, 160, 0.08), rgba(7, 18, 7, 0.92)),
         var(--surface);
@@ -3165,6 +3165,170 @@
     }
     .roadmap-links a:hover { border-color: var(--green); color: var(--ink); }
 
+    .roadmap-entry-panel,
+    .roadmap-resource-panel {
+      border: 1px solid rgba(204, 255, 160, 0.20);
+      border-radius: var(--radius);
+      background:
+        radial-gradient(circle at 14% 10%, rgba(204, 255, 160, 0.10), transparent 32%),
+        linear-gradient(135deg, rgba(204, 255, 160, 0.08), rgba(122, 229, 195, 0.035)),
+        rgba(7, 18, 7, 0.72);
+      padding: clamp(18px, 2.2vw, 24px);
+      margin: 22px 0;
+    }
+    .roadmap-entry-panel {
+      display: grid;
+      grid-template-columns: minmax(0, 0.92fr) minmax(360px, 1.08fr);
+      gap: 22px;
+      align-items: stretch;
+    }
+    .roadmap-entry-copy {
+      display: grid;
+      gap: 12px;
+      align-content: start;
+    }
+    .roadmap-entry-copy span,
+    .roadmap-resource-head span,
+    .roadmap-resource-card small {
+      color: var(--green);
+      font-family: var(--font-btn);
+      font-size: 12px;
+      font-weight: 700;
+      letter-spacing: 0.08em;
+      text-transform: uppercase;
+    }
+    .roadmap-entry-copy h3,
+    .roadmap-resource-head h3 {
+      margin: 0;
+      color: var(--ink);
+      font-size: clamp(24px, 3vw, 34px);
+      line-height: 1.05;
+      text-wrap: balance;
+    }
+    .roadmap-entry-copy p,
+    .roadmap-resource-head p,
+    .roadmap-resource-card p,
+    .structured-mirror-note {
+      margin: 0;
+      color: var(--muted);
+      line-height: 1.58;
+    }
+    .roadmap-entry-steps {
+      display: grid;
+      grid-template-columns: repeat(3, minmax(0, 1fr));
+      gap: 10px;
+      margin: 0;
+      padding: 0;
+      list-style: none;
+    }
+    .roadmap-entry-steps li {
+      min-height: 132px;
+      border: 1px solid var(--soft-line);
+      border-radius: 8px;
+      background: rgba(2, 5, 2, 0.46);
+      padding: 14px;
+      display: grid;
+      gap: 8px;
+      align-content: start;
+    }
+    .roadmap-entry-steps strong {
+      color: var(--ink);
+      font-size: 16px;
+      line-height: 1.18;
+    }
+    .roadmap-entry-steps span {
+      color: var(--muted);
+      font-size: 13px;
+      line-height: 1.42;
+    }
+    .roadmap-quick-actions,
+    .roadmap-resource-actions,
+    .structured-mirror-grid {
+      display: flex;
+      flex-wrap: wrap;
+      gap: 10px;
+    }
+    .roadmap-quick-actions a,
+    .roadmap-resource-actions a,
+    .structured-mirror-grid a {
+      min-height: 38px;
+      display: inline-flex;
+      align-items: center;
+      gap: 7px;
+      border: 1px solid var(--soft-line);
+      border-radius: 999px;
+      background: rgba(2, 5, 2, 0.48);
+      color: var(--cyan);
+      font-family: var(--font-btn);
+      font-size: 13px;
+      font-weight: 700;
+      padding: 0 13px;
+      text-decoration: none;
+    }
+    .roadmap-quick-actions a:first-child,
+    .roadmap-resource-card.primary .roadmap-resource-actions a:first-child {
+      color: #020502;
+      border-color: var(--green);
+      background: var(--green);
+    }
+    .roadmap-quick-actions a:hover,
+    .roadmap-resource-actions a:hover,
+    .structured-mirror-grid a:hover {
+      color: var(--ink);
+      border-color: var(--green);
+    }
+    .roadmap-resource-head {
+      display: grid;
+      grid-template-columns: minmax(0, 0.78fr) minmax(320px, 0.72fr);
+      gap: 22px;
+      align-items: end;
+      margin-bottom: 16px;
+    }
+    .roadmap-resource-grid {
+      display: grid;
+      grid-template-columns: repeat(3, minmax(0, 1fr));
+      gap: 12px;
+    }
+    .roadmap-resource-card {
+      border: 1px solid var(--soft-line);
+      border-radius: 8px;
+      background: rgba(2, 5, 2, 0.50);
+      padding: 16px;
+      display: grid;
+      gap: 10px;
+      align-content: start;
+      min-height: 168px;
+    }
+    .roadmap-resource-card.primary {
+      grid-column: span 2;
+      background:
+        linear-gradient(135deg, rgba(204, 255, 160, 0.12), rgba(122, 229, 195, 0.05)),
+        rgba(2, 5, 2, 0.54);
+    }
+    .roadmap-resource-card h3 {
+      margin: 0;
+      color: var(--ink);
+      font-size: 18px;
+      line-height: 1.18;
+    }
+    .structured-mirrors {
+      margin-top: 14px;
+      border: 1px solid var(--soft-line);
+      border-radius: 8px;
+      background: rgba(2, 5, 2, 0.46);
+      padding: 14px;
+    }
+    .structured-mirrors summary {
+      cursor: pointer;
+      color: #dce8d6;
+      font-family: var(--font-btn);
+      font-weight: 700;
+    }
+    .structured-mirror-note {
+      margin: 10px 0 12px;
+      font-size: 13px;
+    }
+
     .brief-panel {
       border: 1px solid var(--line);
       border-radius: var(--radius);
@@ -5730,6 +5894,17 @@
       .task-icon-atlas { grid-template-columns: 1fr; }
       .section-head { display: block; }
       .section-head p { margin-top: 14px; }
+      .roadmap-entry-panel,
+      .roadmap-resource-head {
+        grid-template-columns: 1fr;
+      }
+      .roadmap-entry-steps,
+      .roadmap-resource-grid {
+        grid-template-columns: repeat(2, minmax(0, 1fr));
+      }
+      .roadmap-resource-card.primary {
+        grid-column: 1 / -1;
+      }
     }
     @media (max-width: 1120px) {
       .nav-links { display: none; }
@@ -6007,6 +6182,10 @@
         justify-content: center;
       }
       .hero-stats, .models, .task-grid, .artifact-grid, .evidence-grid, .reading-grid, .snapshot-grid, .roadmap-grid, .brief-grid, .surface-map, .boundary-strip, .chart-grid, .callout-row, .direction-grid, .baseline-strip, .extension-grid, .walk-flow, .flow-steps, .storyboard-steps, .task-selector, .hero-paths, .reader-journey, .resource-mode-grid, .suite-lines, .suite-line-facts, .result-reading-order, .reader-priority-grid, .result-rules-panel, .reader-route-list, .task-axis-grid, .task-axis-summary, .task-axis-reader-rule, .task-axis-key, .task-axis-task-list, .task-axis-visual figcaption, .method-flow-steps, .suite-task-index-head { grid-template-columns: 1fr; }
+      .roadmap-entry-steps,
+      .roadmap-resource-grid {
+        grid-template-columns: 1fr;
+      }
       .task-axis-summary-card {
         grid-template-columns: auto 1fr;
       }
@@ -6258,7 +6437,7 @@
         <a href="#takeaways">Results</a>
         <a href="#directions">Directions</a>
         <a href="#glossary">Glossary</a>
-        <a href="research_roadmap.html">Roadmap</a>
+        <a href="#roadmap">Roadmap</a>
       </div>
       <div class="nav-tools">
         <div class="site-language notranslate" translate="no" data-short="EN">
@@ -6940,7 +7119,7 @@
             </div>
             <div class="snapshot-actions">
               <a href="research_roadmap.html">Open roadmap</a>
-              <a href="data/research_roadmap_interactive.json">Roadmap structure</a>
+              <a href="data/research_roadmap_interactive.json">Structured roadmap mirror</a>
             </div>
           </article>
           <article class="snapshot-card">
@@ -7016,11 +7195,11 @@
         </div>
         <div class="snapshot-actions">
           <a href="https://github.com/ChaoYue0307/ropedia-xperience-10m-task-suite/blob/main/PROJECT_BRIEF.md">Project brief</a>
-          <a href="data/project_brief.json">Project summary</a>
+          <a href="data/project_brief.json">Reader summary mirror</a>
           <a href="https://github.com/ChaoYue0307/ropedia-xperience-10m-task-suite/blob/main/PROJECT_STATUS.md">Project status</a>
-          <a href="data/project_status.json">Current status</a>
-          <a href="data/research_roadmap.json">Roadmap summary</a>
-          <a href="data/project_packet.json">Reader path</a>
+          <a href="data/project_status.json">Status mirror</a>
+          <a href="data/research_roadmap.json">Roadmap mirror</a>
+          <a href="data/project_packet.json">Reader bundle</a>
           <a href="#artifacts">Project materials</a>
         </div>
       </div>
@@ -7032,6 +7211,24 @@
           <h2>Research roadmap.</h2>
           <p>The project path moves from the current public-sample task lab to the latest verified Qwen3-Omni diagnostic run, same-split 128-episode baseline alignment, a no-new-episode enhancement pack, action/subtask error analysis, robustness runs, world/policy tracks, and the future Xperience Embodied Foundation Model pretraining goal.</p>
         </div>
+        <div class="roadmap-entry-panel" aria-label="How to read the roadmap">
+          <div class="roadmap-entry-copy">
+            <span>Reader route</span>
+            <h3>Use this section for planning; use the explorer for task-track detail.</h3>
+            <p>The main page keeps the roadmap readable: stage cards show what has shipped, what is active, and what evidence supports each step. The standalone roadmap remains available when you want to click through every track, task, and evidence link.</p>
+            <div class="roadmap-quick-actions">
+              <a href="research_roadmap.html">Open interactive explorer</a>
+              <a href="#development-directions">Foundation pipelines</a>
+              <a href="#result-matrix-table">180-result table</a>
+              <a href="https://github.com/ChaoYue0307/ropedia-xperience-10m-task-suite/blob/main/RESEARCH_ROADMAP.md">Roadmap note</a>
+            </div>
+          </div>
+          <ol class="roadmap-entry-steps">
+            <li><strong>1. Read the stage cards</strong><span>Start with the visible path from public sample to selected-128 results and future model training.</span></li>
+            <li><strong>2. Open the explorer only when needed</strong><span>The explorer is for task-by-track inspection, not the first reading surface.</span></li>
+            <li><strong>3. Keep files as evidence</strong><span>Machine-readable mirrors stay available for validators, HF mirrors, and reproducibility scripts.</span></li>
+          </ol>
+        </div>
         <div class="roadmap-grid" aria-label="Research roadmap stages">
           <article class="roadmap-card" data-status="implemented">
             <span class="roadmap-status">implemented</span>
@@ -7124,19 +7321,64 @@
             </div>
           </article>
         </div>
-        <div class="roadmap-links">
-          <a href="research_roadmap.html">interactive roadmap</a>
-          <a href="https://github.com/ChaoYue0307/ropedia-xperience-10m-task-suite/blob/main/RESEARCH_ROADMAP.md">roadmap document</a>
-          <a href="data/research_roadmap.json">roadmap stages</a>
-          <a href="data/foundation_model_plan.json">foundation model plan</a>
-          <a href="data/three_foundation_pipelines.json">three foundation pipelines</a>
-          <a href="data/additional_development_directions.json">additional directions</a>
-          <a href="data/task_suite_enhancement_128.json">selected-128 enhancement data</a>
-          <a href="https://github.com/ChaoYue0307/ropedia-xperience-10m-task-suite/blob/main/THREE_FOUNDATION_PIPELINES.md">pipeline track note</a>
-          <a href="https://github.com/ChaoYue0307/ropedia-xperience-10m-task-suite/blob/main/XPERIENCE_EMBODIED_FOUNDATION_MODEL_PRETRAINING.md">native pretraining plan</a>
-          <a href="data/research_roadmap_interactive.json">interactive map</a>
-          <a href="https://github.com/ChaoYue0307/ropedia-xperience-10m-task-suite/blob/main/results/omni_finetune/DATA_ACCESS_STATUS.md">scale-up status</a>
-          <a href="https://github.com/ChaoYue0307/ropedia-xperience-10m-task-suite/blob/main/PROJECT_STATUS.md">project status</a>
+        <div class="roadmap-resource-panel" aria-label="Roadmap resources and source mirrors">
+          <div class="roadmap-resource-head">
+            <div>
+              <span>Roadmap resources</span>
+              <h3>Open the reader surface first; source mirrors stay attached.</h3>
+            </div>
+            <p>The roadmap has three public surfaces: this concise planning view, an interactive task-track explorer, and structured mirrors used by validators and HF/GitHub publication scripts.</p>
+          </div>
+          <div class="roadmap-resource-grid">
+            <article class="roadmap-resource-card primary">
+              <small>reader surface</small>
+              <h3>Interactive task-track explorer</h3>
+              <p>Click through the four research directions, linked task heads, stage gates, current evidence, and next steps without leaving the project style system.</p>
+              <div class="roadmap-resource-actions">
+                <a href="research_roadmap.html">Open explorer</a>
+                <a href="https://github.com/ChaoYue0307/ropedia-xperience-10m-task-suite/blob/main/RESEARCH_ROADMAP.md">Read roadmap note</a>
+              </div>
+            </article>
+            <article class="roadmap-resource-card">
+              <small>training plan</small>
+              <h3>Three foundation pipelines</h3>
+              <p>Spatial intelligence, human-video world modeling, and VLA training use different inputs and outputs while sharing the Xperience-10M sample structure.</p>
+              <div class="roadmap-resource-actions">
+                <a href="#development-directions">Open pipelines</a>
+                <a href="https://github.com/ChaoYue0307/ropedia-xperience-10m-task-suite/blob/main/THREE_FOUNDATION_PIPELINES.md">Pipeline note</a>
+              </div>
+            </article>
+            <article class="roadmap-resource-card">
+              <small>scale-up state</small>
+              <h3>Selected-128 and data-boundary evidence</h3>
+              <p>Use these notes to understand which selected-episode artifacts are public-safe, which raw files remain gated, and how the 128-episode comparison is staged.</p>
+              <div class="roadmap-resource-actions">
+                <a href="https://github.com/ChaoYue0307/ropedia-xperience-10m-task-suite/blob/main/PROJECT_STATUS.md">Project status</a>
+                <a href="https://github.com/ChaoYue0307/ropedia-xperience-10m-task-suite/blob/main/results/omni_finetune/DATA_ACCESS_STATUS.md">Data status</a>
+              </div>
+            </article>
+            <article class="roadmap-resource-card">
+              <small>future model</small>
+              <h3>Xperience-native pretraining plan</h3>
+              <p>The long-range goal is an Xperience-native embodied foundation model after smaller selected-episode stages prove value and infrastructure is ready.</p>
+              <div class="roadmap-resource-actions">
+                <a href="https://github.com/ChaoYue0307/ropedia-xperience-10m-task-suite/blob/main/XPERIENCE_EMBODIED_FOUNDATION_MODEL_PRETRAINING.md">Pretraining plan</a>
+                <a href="#directions">Four directions</a>
+              </div>
+            </article>
+          </div>
+          <details class="structured-mirrors">
+            <summary>Structured mirrors for validators and reproducibility scripts</summary>
+            <p class="structured-mirror-note">These are not the best first reading path. They are kept here so the public site, README mirrors, HF bundles, and local validators point to the same source records.</p>
+            <div class="structured-mirror-grid">
+              <a href="data/research_roadmap.json">Roadmap stage mirror</a>
+              <a href="data/research_roadmap_interactive.json">Explorer data mirror</a>
+              <a href="data/foundation_model_plan.json">Foundation-plan mirror</a>
+              <a href="data/three_foundation_pipelines.json">Three-pipeline mirror</a>
+              <a href="data/additional_development_directions.json">Development-direction mirror</a>
+              <a href="data/task_suite_enhancement_128.json">Selected-128 enhancement mirror</a>
+            </div>
+          </details>
         </div>
       </div>
     </section>
@@ -7173,7 +7415,7 @@
                 </div>
               </div>
               <div class="foundation-pipeline-links">
-                <a href="data/three_foundation_pipelines.json">track data</a>
+                <a href="data/three_foundation_pipelines.json">Structured pipeline mirror</a>
                 <a href="assets/foundation-pipelines/spatial-intelligence-pipeline.png">Open image</a>
               </div>
             </div>
@@ -7233,7 +7475,7 @@
                 </div>
               </div>
               <div class="foundation-pipeline-links">
-                <a href="data/three_foundation_pipelines.json">Track contract</a>
+                <a href="data/three_foundation_pipelines.json">Structured pipeline mirror</a>
                 <a href="assets/foundation-pipelines/vision-language-action-pipeline.png">Open image</a>
               </div>
             </div>

research_roadmap.html

@@ -165,32 +165,6 @@
       line-height: 1.65;
       text-wrap: pretty;
     }
-    .language-strip {
-      max-width: 880px;
-      display: flex;
-      flex-wrap: wrap;
-      gap: 8px;
-      margin-top: 22px;
-      font-family: var(--font-btn);
-      font-size: 12px;
-    }
-    .language-strip a {
-      min-height: 32px;
-      display: inline-flex;
-      align-items: center;
-      justify-content: center;
-      padding: 0 10px;
-      border: 1px solid rgba(204, 255, 160, 0.18);
-      border-radius: 999px;
-      background: rgba(255, 255, 255, 0.05);
-      color: #dfeadc;
-      text-decoration: none;
-    }
-    .language-strip a:hover {
-      color: var(--green);
-      border-color: var(--green);
-      background: rgba(204, 255, 160, 0.08);
-    }
     .hero-actions {
       display: flex;
       flex-wrap: wrap;
@@ -408,7 +382,7 @@
     }
     .phase-strip {
       display: grid;
-      grid-template-columns: repeat(5, minmax(0, 1fr));
+      grid-template-columns: repeat(auto-fit, minmax(170px, 1fr));
       gap: 8px;
     }
     .phase {
@@ -556,6 +530,12 @@
       gap: 10px;
       margin-top: 20px;
     }
+    .artifact-note {
+      margin: 20px 0 -8px;
+      color: var(--muted);
+      font-size: 13px;
+      line-height: 1.55;
+    }
     .artifact-row a {
       min-height: 38px;
       display: inline-flex;
@@ -614,9 +594,10 @@
         <a href="index.html">Project</a>
         <a class="active" href="research_roadmap.html">Roadmap</a>
         <a href="index.html#suite">Tasks</a>
+        <a href="index.html#takeaways">Results</a>
+        <a href="index.html#development-directions">Pipelines</a>
+        <a href="index.html#glossary">Glossary</a>
         <a href="single_episode_explorer.html">Explorer</a>
-        <a href="data/language_versions.json">Languages</a>
-        <a href="data/research_roadmap_interactive.json">Data</a>
         <a class="primary" href="https://huggingface.co/spaces/cy0307/ropedia-xperience-10m-task-suite">HF</a>
         <a class="primary" href="https://github.com/ChaoYue0307/ropedia-xperience-10m-task-suite">Repo</a>
       </div>
@@ -636,20 +617,10 @@
           directly from generated project artifacts, so the track and task views stay
           tied to the real sample metrics and scale-up status.
         </p>
-        <div class="language-strip" aria-label="README language versions">
-          <a href="https://github.com/ChaoYue0307/ropedia-xperience-10m-task-suite/blob/main/README.md">English</a>
-          <a href="https://github.com/ChaoYue0307/ropedia-xperience-10m-task-suite/blob/main/README.zh.md">中文</a>
-          <a href="https://github.com/ChaoYue0307/ropedia-xperience-10m-task-suite/blob/main/README.es.md">Español</a>
-          <a href="https://github.com/ChaoYue0307/ropedia-xperience-10m-task-suite/blob/main/README.fr.md">Français</a>
-          <a href="https://github.com/ChaoYue0307/ropedia-xperience-10m-task-suite/blob/main/README.de.md">Deutsch</a>
-          <a href="https://github.com/ChaoYue0307/ropedia-xperience-10m-task-suite/blob/main/README.ja.md">日本語</a>
-          <a href="https://github.com/ChaoYue0307/ropedia-xperience-10m-task-suite/blob/main/README.ko.md">한국어</a>
-          <a href="https://github.com/ChaoYue0307/ropedia-xperience-10m-task-suite/blob/main/README.pt.md">Português</a>
-          <a href="data/language_versions.json">Manifest</a>
-        </div>
         <div class="hero-actions">
           <a class="button primary" href="#roadmap-app">Open roadmap</a>
-          <a class="button" href="data/research_roadmap_interactive.json">View data contract</a>
+          <a class="button" href="index.html#roadmap">Back to main roadmap</a>
+          <a class="button" href="index.html#development-directions">Foundation pipelines</a>
           <a class="button" href="index.html#directions">Four-track summary</a>
         </div>
       </div>
@@ -707,12 +678,13 @@
           <aside class="panel detail-panel" id="detailPanel" aria-label="Selected roadmap detail"></aside>
         </div>
 
-        <div class="artifact-row">
-          <a href="data/research_roadmap_interactive.json">Roadmap data</a>
-          <a href="data/foundation_model_plan.json">Foundation model plan</a>
-          <a href="data/research_directions.json">Research directions</a>
-          <a href="data/task_walkthroughs.json">Task walkthroughs</a>
-          <a href="data/summary_metrics.json">Summary metrics</a>
+        <p class="artifact-note">Structured mirrors for scripts and validators are attached here after the interactive reader. Most readers should use the panels above before opening these records.</p>
+        <div class="artifact-row" aria-label="Structured roadmap mirrors">
+          <a href="data/research_roadmap_interactive.json">Explorer data mirror</a>
+          <a href="data/foundation_model_plan.json">Foundation-plan mirror</a>
+          <a href="data/research_directions.json">Research-track mirror</a>
+          <a href="data/task_walkthroughs.json">Task walkthrough mirror</a>
+          <a href="data/summary_metrics.json">Summary-metric mirror</a>
           <a href="https://github.com/ChaoYue0307/ropedia-xperience-10m-task-suite/blob/main/RESEARCH_ROADMAP.md">Roadmap document</a>
         </div>
       </div>