Clarify task card score bars

data/artifact_index.json

@@ -1,6 +1,6 @@
 {
   "title": "Ropedia Xperience-10M Task Suite Artifact Index",
-  "generated_at_utc": "2026-06-22T15:38:05+00:00",
+  "generated_at_utc": "2026-06-22T16:00:27+00:00",
   "status": "pass",
   "artifact_count": 228,
   "missing": [],
@@ -1182,7 +1182,7 @@
       "shows": "Machine-readable release-check summary for validators, mirrors, and public project surfaces.",
       "exists": true,
       "bytes": 8640,
-      "sha256": "8828cdfc119f463a6ab711dabfdcbc8d55ea119d036b9ba83a9600e1eb7f18dd"
+      "sha256": "f7c013cf3e8c0fd3d3770e62cff4e6e7cb037dc27390c45280e66721b379df91"
     },
     {
       "id": "public_surface_qa",

data/mirror_parity.json

@@ -1,16 +1,23 @@
 {
-  "status": "pass",
-  "generated_at_utc": "2026-06-22T15:10:48+00:00",
+  "status": "fail",
+  "generated_at_utc": "2026-06-22T16:01:18+00:00",
   "hf_root": "hf_publish",
   "summary": {
     "group_count": 1306,
-    "failure_count": 0,
-    "failures_by_surface": {}
+    "failure_count": 6,
+    "failures_by_surface": {
+      "hf_space": 1,
+      "hf_artifacts_data": 1,
+      "hf_artifacts": 1,
+      "hf_model_data": 1,
+      "hf_model_docs_data": 1,
+      "hf_model": 1
+    }
   },
   "checks": [
     {
       "name": "repo_hf_space_artifact_model_data_parity",
-      "status": "pass"
+      "status": "fail"
     },
     {
       "name": "repo_hf_visual_asset_parity",
@@ -134,52 +141,95 @@
     },
     {
       "name": "data/artifact_index.json",
-      "status": "pass",
+      "status": "fail",
       "local": {
         "path": "repo:docs/data/artifact_index.json",
         "exists": true,
         "bytes": 124477,
-        "sha256": "ec2a1897de31c79c201aefd95cf4cc26c2e83a9af3a473b05000d1e9accc88cf"
+        "sha256": "1731e1de65fcb69aecb2bd4df77098beb8b062fc26033c0ccfe348c5133bfd62"
       },
       "mirrors": {
         "hf_space": {
           "path": "hf_space:data/artifact_index.json",
           "exists": true,
           "bytes": 124477,
-          "sha256": "ec2a1897de31c79c201aefd95cf4cc26c2e83a9af3a473b05000d1e9accc88cf"
+          "sha256": "96680467bf872203de07d21b2f986055edd28c7783738cb4b52d5a26362850e4"
         },
         "hf_artifacts_data": {
           "path": "hf_artifacts:data/artifact_index.json",
           "exists": true,
           "bytes": 124477,
-          "sha256": "ec2a1897de31c79c201aefd95cf4cc26c2e83a9af3a473b05000d1e9accc88cf"
+          "sha256": "96680467bf872203de07d21b2f986055edd28c7783738cb4b52d5a26362850e4"
         },
         "hf_artifacts": {
           "path": "hf_artifacts:docs/data/artifact_index.json",
           "exists": true,
           "bytes": 124477,
-          "sha256": "ec2a1897de31c79c201aefd95cf4cc26c2e83a9af3a473b05000d1e9accc88cf"
+          "sha256": "96680467bf872203de07d21b2f986055edd28c7783738cb4b52d5a26362850e4"
         },
         "hf_model_data": {
           "path": "hf_model:data/artifact_index.json",
           "exists": true,
           "bytes": 124477,
-          "sha256": "ec2a1897de31c79c201aefd95cf4cc26c2e83a9af3a473b05000d1e9accc88cf"
+          "sha256": "96680467bf872203de07d21b2f986055edd28c7783738cb4b52d5a26362850e4"
         },
         "hf_model_docs_data": {
           "path": "hf_model:docs/data/artifact_index.json",
           "exists": true,
           "bytes": 124477,
-          "sha256": "ec2a1897de31c79c201aefd95cf4cc26c2e83a9af3a473b05000d1e9accc88cf"
+          "sha256": "96680467bf872203de07d21b2f986055edd28c7783738cb4b52d5a26362850e4"
         },
         "hf_model": {
           "path": "hf_model:metrics/artifact_index.json",
           "exists": true,
           "bytes": 124477,
-          "sha256": "ec2a1897de31c79c201aefd95cf4cc26c2e83a9af3a473b05000d1e9accc88cf"
+          "sha256": "96680467bf872203de07d21b2f986055edd28c7783738cb4b52d5a26362850e4"
         }
       },
-      "failures": []
+      "failures": [
+        {
+          "surface": "hf_space",
+          "kind": "hash_mismatch",
+          "path": "hf_space:data/artifact_index.json",
+          "expected_sha256": "1731e1de65fcb69aecb2bd4df77098beb8b062fc26033c0ccfe348c5133bfd62",
+          "actual_sha256": "96680467bf872203de07d21b2f986055edd28c7783738cb4b52d5a26362850e4"
+        },
+        {
+          "surface": "hf_artifacts_data",
+          "kind": "hash_mismatch",
+          "path": "hf_artifacts:data/artifact_index.json",
+          "expected_sha256": "1731e1de65fcb69aecb2bd4df77098beb8b062fc26033c0ccfe348c5133bfd62",
+          "actual_sha256": "96680467bf872203de07d21b2f986055edd28c7783738cb4b52d5a26362850e4"
+        },
+        {
+          "surface": "hf_artifacts",
+          "kind": "hash_mismatch",
+          "path": "hf_artifacts:docs/data/artifact_index.json",
+          "expected_sha256": "1731e1de65fcb69aecb2bd4df77098beb8b062fc26033c0ccfe348c5133bfd62",
+          "actual_sha256": "96680467bf872203de07d21b2f986055edd28c7783738cb4b52d5a26362850e4"
+        },
+        {
+          "surface": "hf_model_data",
+          "kind": "hash_mismatch",
+          "path": "hf_model:data/artifact_index.json",
+          "expected_sha256": "1731e1de65fcb69aecb2bd4df77098beb8b062fc26033c0ccfe348c5133bfd62",
+          "actual_sha256": "96680467bf872203de07d21b2f986055edd28c7783738cb4b52d5a26362850e4"
+        },
+        {
+          "surface": "hf_model_docs_data",
+          "kind": "hash_mismatch",
+          "path": "hf_model:docs/data/artifact_index.json",
+          "expected_sha256": "1731e1de65fcb69aecb2bd4df77098beb8b062fc26033c0ccfe348c5133bfd62",
+          "actual_sha256": "96680467bf872203de07d21b2f986055edd28c7783738cb4b52d5a26362850e4"
+        },
+        {
+          "surface": "hf_model",
+          "kind": "hash_mismatch",
+          "path": "hf_model:metrics/artifact_index.json",
+          "expected_sha256": "1731e1de65fcb69aecb2bd4df77098beb8b062fc26033c0ccfe348c5133bfd62",
+          "actual_sha256": "96680467bf872203de07d21b2f986055edd28c7783738cb4b52d5a26362850e4"
+        }
+      ]
     },
     {
       "name": "data/brand_assets.json",
@@ -972,44 +1022,44 @@
         "path": "repo:docs/data/publication_audit.json",
         "exists": true,
         "bytes": 10940,
-        "sha256": "659c6b553516d5e3d822049547d840c621dca17c8a364237cf4ffd96d574b6c4"
+        "sha256": "521f16cf7b39e32260359e37af7c32f5663c23caeec7c3622071893313cbc261"
       },
       "mirrors": {
         "hf_space": {
           "path": "hf_space:data/publication_audit.json",
           "exists": true,
           "bytes": 10940,
-          "sha256": "659c6b553516d5e3d822049547d840c621dca17c8a364237cf4ffd96d574b6c4"
+          "sha256": "521f16cf7b39e32260359e37af7c32f5663c23caeec7c3622071893313cbc261"
         },
         "hf_artifacts_data": {
           "path": "hf_artifacts:data/publication_audit.json",
           "exists": true,
           "bytes": 10940,
-          "sha256": "659c6b553516d5e3d822049547d840c621dca17c8a364237cf4ffd96d574b6c4"
+          "sha256": "521f16cf7b39e32260359e37af7c32f5663c23caeec7c3622071893313cbc261"
         },
         "hf_artifacts": {
           "path": "hf_artifacts:docs/data/publication_audit.json",
           "exists": true,
           "bytes": 10940,
-          "sha256": "659c6b553516d5e3d822049547d840c621dca17c8a364237cf4ffd96d574b6c4"
+          "sha256": "521f16cf7b39e32260359e37af7c32f5663c23caeec7c3622071893313cbc261"
         },
         "hf_model_data": {
           "path": "hf_model:data/publication_audit.json",
           "exists": true,
           "bytes": 10940,
-          "sha256": "659c6b553516d5e3d822049547d840c621dca17c8a364237cf4ffd96d574b6c4"
+          "sha256": "521f16cf7b39e32260359e37af7c32f5663c23caeec7c3622071893313cbc261"
         },
         "hf_model_docs_data": {
           "path": "hf_model:docs/data/publication_audit.json",
           "exists": true,
           "bytes": 10940,
-          "sha256": "659c6b553516d5e3d822049547d840c621dca17c8a364237cf4ffd96d574b6c4"
+          "sha256": "521f16cf7b39e32260359e37af7c32f5663c23caeec7c3622071893313cbc261"
         },
         "hf_model": {
           "path": "hf_model:metrics/publication_audit.json",
           "exists": true,
           "bytes": 10940,
-          "sha256": "659c6b553516d5e3d822049547d840c621dca17c8a364237cf4ffd96d574b6c4"
+          "sha256": "521f16cf7b39e32260359e37af7c32f5663c23caeec7c3622071893313cbc261"
         }
       },
       "failures": []
@@ -1021,44 +1071,44 @@
         "path": "repo:docs/data/public_surface_qa.json",
         "exists": true,
         "bytes": 7690,
-        "sha256": "9bd2e412af6126ee5f286afe1c414e0ec72eb4c4d69d1f8a65ed64d601a4c62f"
+        "sha256": "0412ee397f70b240bc2a768932770f0c03d2c0a19e35b9e34770a172ffc48edc"
       },
       "mirrors": {
         "hf_space": {
           "path": "hf_space:data/public_surface_qa.json",
           "exists": true,
           "bytes": 7690,
-          "sha256": "9bd2e412af6126ee5f286afe1c414e0ec72eb4c4d69d1f8a65ed64d601a4c62f"
+          "sha256": "0412ee397f70b240bc2a768932770f0c03d2c0a19e35b9e34770a172ffc48edc"
         },
         "hf_artifacts_data": {
           "path": "hf_artifacts:data/public_surface_qa.json",
           "exists": true,
           "bytes": 7690,
-          "sha256": "9bd2e412af6126ee5f286afe1c414e0ec72eb4c4d69d1f8a65ed64d601a4c62f"
+          "sha256": "0412ee397f70b240bc2a768932770f0c03d2c0a19e35b9e34770a172ffc48edc"
         },
         "hf_artifacts": {
           "path": "hf_artifacts:docs/data/public_surface_qa.json",
           "exists": true,
           "bytes": 7690,
-          "sha256": "9bd2e412af6126ee5f286afe1c414e0ec72eb4c4d69d1f8a65ed64d601a4c62f"
+          "sha256": "0412ee397f70b240bc2a768932770f0c03d2c0a19e35b9e34770a172ffc48edc"
         },
         "hf_model_data": {
           "path": "hf_model:data/public_surface_qa.json",
           "exists": true,
           "bytes": 7690,
-          "sha256": "9bd2e412af6126ee5f286afe1c414e0ec72eb4c4d69d1f8a65ed64d601a4c62f"
+          "sha256": "0412ee397f70b240bc2a768932770f0c03d2c0a19e35b9e34770a172ffc48edc"
         },
         "hf_model_docs_data": {
           "path": "hf_model:docs/data/public_surface_qa.json",
           "exists": true,
           "bytes": 7690,
-          "sha256": "9bd2e412af6126ee5f286afe1c414e0ec72eb4c4d69d1f8a65ed64d601a4c62f"
+          "sha256": "0412ee397f70b240bc2a768932770f0c03d2c0a19e35b9e34770a172ffc48edc"
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         "hf_model": {
           "path": "hf_model:metrics/public_surface_qa.json",
           "exists": true,
           "bytes": 7690,
-          "sha256": "9bd2e412af6126ee5f286afe1c414e0ec72eb4c4d69d1f8a65ed64d601a4c62f"
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       "failures": []
@@ -1217,44 +1267,44 @@
         "path": "repo:docs/data/quality_gates.json",
         "exists": true,
         "bytes": 8640,
-        "sha256": "c348f29ee15a98256110202a6ebf17515cf65151e92576268138053bfeaf3c4b"
+        "sha256": "f7c013cf3e8c0fd3d3770e62cff4e6e7cb037dc27390c45280e66721b379df91"
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       "mirrors": {
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           "exists": true,
           "bytes": 8640,
-          "sha256": "c348f29ee15a98256110202a6ebf17515cf65151e92576268138053bfeaf3c4b"
+          "sha256": "f7c013cf3e8c0fd3d3770e62cff4e6e7cb037dc27390c45280e66721b379df91"
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         "hf_artifacts_data": {
           "path": "hf_artifacts:data/quality_gates.json",
           "exists": true,
           "bytes": 8640,
-          "sha256": "c348f29ee15a98256110202a6ebf17515cf65151e92576268138053bfeaf3c4b"
+          "sha256": "f7c013cf3e8c0fd3d3770e62cff4e6e7cb037dc27390c45280e66721b379df91"
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           "path": "hf_artifacts:docs/data/quality_gates.json",
           "exists": true,
           "bytes": 8640,
-          "sha256": "c348f29ee15a98256110202a6ebf17515cf65151e92576268138053bfeaf3c4b"
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         "hf_model_data": {
           "path": "hf_model:data/quality_gates.json",
           "exists": true,
           "bytes": 8640,
-          "sha256": "c348f29ee15a98256110202a6ebf17515cf65151e92576268138053bfeaf3c4b"
+          "sha256": "f7c013cf3e8c0fd3d3770e62cff4e6e7cb037dc27390c45280e66721b379df91"
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         "hf_model_docs_data": {
           "path": "hf_model:docs/data/quality_gates.json",
           "exists": true,
           "bytes": 8640,
-          "sha256": "c348f29ee15a98256110202a6ebf17515cf65151e92576268138053bfeaf3c4b"
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         "hf_model": {
           "path": "hf_model:metrics/quality_gates.json",
           "exists": true,
           "bytes": 8640,
-          "sha256": "c348f29ee15a98256110202a6ebf17515cf65151e92576268138053bfeaf3c4b"
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       "failures": []
@@ -2589,44 +2639,44 @@
         "path": "repo:docs/data/website_integrity.json",
         "exists": true,
         "bytes": 24948,
-        "sha256": "79680c826fa01b5e08fc2263d54e91ab6a8926c33dc71df53e666d4d836cf1de"
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           "bytes": 24948,
-          "sha256": "79680c826fa01b5e08fc2263d54e91ab6a8926c33dc71df53e666d4d836cf1de"
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           "exists": true,
           "bytes": 24948,
-          "sha256": "79680c826fa01b5e08fc2263d54e91ab6a8926c33dc71df53e666d4d836cf1de"
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           "bytes": 24948,
-          "sha256": "79680c826fa01b5e08fc2263d54e91ab6a8926c33dc71df53e666d4d836cf1de"
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           "path": "hf_model:data/website_integrity.json",
           "exists": true,
           "bytes": 24948,
-          "sha256": "79680c826fa01b5e08fc2263d54e91ab6a8926c33dc71df53e666d4d836cf1de"
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           "bytes": 24948,
-          "sha256": "79680c826fa01b5e08fc2263d54e91ab6a8926c33dc71df53e666d4d836cf1de"
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           "path": "hf_model:metrics/website_integrity.json",
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           "bytes": 24948,
-          "sha256": "79680c826fa01b5e08fc2263d54e91ab6a8926c33dc71df53e666d4d836cf1de"
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@@ -7429,39 +7479,39 @@
       "local": {
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-        "bytes": 368064,
-        "sha256": "8a948b77ed18c2ed2625a399a9e4ee846e9183ed1d6dab45eff8da98d4910990"
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-          "sha256": "8a948b77ed18c2ed2625a399a9e4ee846e9183ed1d6dab45eff8da98d4910990"
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-          "sha256": "8a948b77ed18c2ed2625a399a9e4ee846e9183ed1d6dab45eff8da98d4910990"
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-          "sha256": "8a948b77ed18c2ed2625a399a9e4ee846e9183ed1d6dab45eff8da98d4910990"
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-          "sha256": "8a948b77ed18c2ed2625a399a9e4ee846e9183ed1d6dab45eff8da98d4910990"
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       "failures": []
@@ -33291,5 +33341,54 @@
       "failures": []
     }
   ],
-  "failures": []
+  "failures": [
+    {
+      "group": "data/artifact_index.json",
+      "surface": "hf_space",
+      "kind": "hash_mismatch",
+      "path": "hf_space:data/artifact_index.json",
+      "expected_sha256": "1731e1de65fcb69aecb2bd4df77098beb8b062fc26033c0ccfe348c5133bfd62",
+      "actual_sha256": "96680467bf872203de07d21b2f986055edd28c7783738cb4b52d5a26362850e4"
+    },
+    {
+      "group": "data/artifact_index.json",
+      "surface": "hf_artifacts_data",
+      "kind": "hash_mismatch",
+      "path": "hf_artifacts:data/artifact_index.json",
+      "expected_sha256": "1731e1de65fcb69aecb2bd4df77098beb8b062fc26033c0ccfe348c5133bfd62",
+      "actual_sha256": "96680467bf872203de07d21b2f986055edd28c7783738cb4b52d5a26362850e4"
+    },
+    {
+      "group": "data/artifact_index.json",
+      "surface": "hf_artifacts",
+      "kind": "hash_mismatch",
+      "path": "hf_artifacts:docs/data/artifact_index.json",
+      "expected_sha256": "1731e1de65fcb69aecb2bd4df77098beb8b062fc26033c0ccfe348c5133bfd62",
+      "actual_sha256": "96680467bf872203de07d21b2f986055edd28c7783738cb4b52d5a26362850e4"
+    },
+    {
+      "group": "data/artifact_index.json",
+      "surface": "hf_model_data",
+      "kind": "hash_mismatch",
+      "path": "hf_model:data/artifact_index.json",
+      "expected_sha256": "1731e1de65fcb69aecb2bd4df77098beb8b062fc26033c0ccfe348c5133bfd62",
+      "actual_sha256": "96680467bf872203de07d21b2f986055edd28c7783738cb4b52d5a26362850e4"
+    },
+    {
+      "group": "data/artifact_index.json",
+      "surface": "hf_model_docs_data",
+      "kind": "hash_mismatch",
+      "path": "hf_model:docs/data/artifact_index.json",
+      "expected_sha256": "1731e1de65fcb69aecb2bd4df77098beb8b062fc26033c0ccfe348c5133bfd62",
+      "actual_sha256": "96680467bf872203de07d21b2f986055edd28c7783738cb4b52d5a26362850e4"
+    },
+    {
+      "group": "data/artifact_index.json",
+      "surface": "hf_model",
+      "kind": "hash_mismatch",
+      "path": "hf_model:metrics/artifact_index.json",
+      "expected_sha256": "1731e1de65fcb69aecb2bd4df77098beb8b062fc26033c0ccfe348c5133bfd62",
+      "actual_sha256": "96680467bf872203de07d21b2f986055edd28c7783738cb4b52d5a26362850e4"
+    }
+  ]
 }

data/public_surface_qa.json

@@ -1,7 +1,7 @@
 {
   "title": "Ropedia Xperience-10M Public Project Surface",
   "status": "pass",
-  "generated_at_utc": "2026-06-22T15:38:04+00:00",
+  "generated_at_utc": "2026-06-22T15:59:41+00:00",
   "scope": "Repo README, GitHub Pages HTML, Hugging Face Space card, artifact dataset card, and model card.",
   "checks": [
     {
@@ -48,7 +48,7 @@
         "mirror_parity": {
           "exists": true,
           "status": "pass",
-          "generated_at_utc": "2026-06-22T15:10:48+00:00"
+          "generated_at_utc": "2026-06-22T15:39:32+00:00"
         }
       },
       "failures": {}

data/publication_audit.json

@@ -1,6 +1,6 @@
 {
   "status": "pass",
-  "generated_at_utc": "2026-06-22T15:37:31+00:00",
+  "generated_at_utc": "2026-06-22T15:59:59+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": "2026-06-22T15:38:04+00:00",
+  "generated_at_utc": "2026-06-22T15:59:41+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/website_integrity.json

@@ -1,6 +1,6 @@
 {
   "status": "pass",
-  "generated_at_utc": "2026-06-22T15:37:14+00:00",
+  "generated_at_utc": "2026-06-22T15:59:42+00:00",
   "docs_root": "docs",
   "site_base": "/ropedia-xperience-10m-task-suite/",
   "summary": {
@@ -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": 151754,
-      "evidence_index": 199568
+      "overview_index": 152082,
+      "evidence_index": 199896
     },
     {
       "name": "project_status_links_json",
@@ -159,9 +159,9 @@
       "name": "evaluation_protocol_between_overview_and_progress",
       "status": "pass",
       "reason": "The evaluation protocol should appear before the deeper evidence ledger.",
-      "overview_index": 151754,
-      "protocol_index": 195773,
-      "evidence_index": 199568
+      "overview_index": 152082,
+      "protocol_index": 196101,
+      "evidence_index": 199896
     },
     {
       "name": "evaluation_protocol_links_json",

docs/data/artifact_index.json

@@ -1,6 +1,6 @@
 {
   "title": "Ropedia Xperience-10M Task Suite Artifact Index",
-  "generated_at_utc": "2026-06-22T15:38:05+00:00",
+  "generated_at_utc": "2026-06-22T16:00:27+00:00",
   "status": "pass",
   "artifact_count": 228,
   "missing": [],
@@ -1182,7 +1182,7 @@
       "shows": "Machine-readable release-check summary for validators, mirrors, and public project surfaces.",
       "exists": true,
       "bytes": 8640,
-      "sha256": "8828cdfc119f463a6ab711dabfdcbc8d55ea119d036b9ba83a9600e1eb7f18dd"
+      "sha256": "f7c013cf3e8c0fd3d3770e62cff4e6e7cb037dc27390c45280e66721b379df91"
     },
     {
       "id": "public_surface_qa",

docs/data/mirror_parity.json

@@ -1,16 +1,23 @@
 {
-  "status": "pass",
-  "generated_at_utc": "2026-06-22T15:10:48+00:00",
+  "status": "fail",
+  "generated_at_utc": "2026-06-22T16:01:18+00:00",
   "hf_root": "hf_publish",
   "summary": {
     "group_count": 1306,
-    "failure_count": 0,
-    "failures_by_surface": {}
+    "failure_count": 6,
+    "failures_by_surface": {
+      "hf_space": 1,
+      "hf_artifacts_data": 1,
+      "hf_artifacts": 1,
+      "hf_model_data": 1,
+      "hf_model_docs_data": 1,
+      "hf_model": 1
+    }
   },
   "checks": [
     {
       "name": "repo_hf_space_artifact_model_data_parity",
-      "status": "pass"
+      "status": "fail"
     },
     {
       "name": "repo_hf_visual_asset_parity",
@@ -134,52 +141,95 @@
     },
     {
       "name": "data/artifact_index.json",
-      "status": "pass",
+      "status": "fail",
       "local": {
         "path": "repo:docs/data/artifact_index.json",
         "exists": true,
         "bytes": 124477,
-        "sha256": "ec2a1897de31c79c201aefd95cf4cc26c2e83a9af3a473b05000d1e9accc88cf"
+        "sha256": "1731e1de65fcb69aecb2bd4df77098beb8b062fc26033c0ccfe348c5133bfd62"
       },
       "mirrors": {
         "hf_space": {
           "path": "hf_space:data/artifact_index.json",
           "exists": true,
           "bytes": 124477,
-          "sha256": "ec2a1897de31c79c201aefd95cf4cc26c2e83a9af3a473b05000d1e9accc88cf"
+          "sha256": "96680467bf872203de07d21b2f986055edd28c7783738cb4b52d5a26362850e4"
         },
         "hf_artifacts_data": {
           "path": "hf_artifacts:data/artifact_index.json",
           "exists": true,
           "bytes": 124477,
-          "sha256": "ec2a1897de31c79c201aefd95cf4cc26c2e83a9af3a473b05000d1e9accc88cf"
+          "sha256": "96680467bf872203de07d21b2f986055edd28c7783738cb4b52d5a26362850e4"
         },
         "hf_artifacts": {
           "path": "hf_artifacts:docs/data/artifact_index.json",
           "exists": true,
           "bytes": 124477,
-          "sha256": "ec2a1897de31c79c201aefd95cf4cc26c2e83a9af3a473b05000d1e9accc88cf"
+          "sha256": "96680467bf872203de07d21b2f986055edd28c7783738cb4b52d5a26362850e4"
         },
         "hf_model_data": {
           "path": "hf_model:data/artifact_index.json",
           "exists": true,
           "bytes": 124477,
-          "sha256": "ec2a1897de31c79c201aefd95cf4cc26c2e83a9af3a473b05000d1e9accc88cf"
+          "sha256": "96680467bf872203de07d21b2f986055edd28c7783738cb4b52d5a26362850e4"
         },
         "hf_model_docs_data": {
           "path": "hf_model:docs/data/artifact_index.json",
           "exists": true,
           "bytes": 124477,
-          "sha256": "ec2a1897de31c79c201aefd95cf4cc26c2e83a9af3a473b05000d1e9accc88cf"
+          "sha256": "96680467bf872203de07d21b2f986055edd28c7783738cb4b52d5a26362850e4"
         },
         "hf_model": {
           "path": "hf_model:metrics/artifact_index.json",
           "exists": true,
           "bytes": 124477,
-          "sha256": "ec2a1897de31c79c201aefd95cf4cc26c2e83a9af3a473b05000d1e9accc88cf"
+          "sha256": "96680467bf872203de07d21b2f986055edd28c7783738cb4b52d5a26362850e4"
         }
       },
-      "failures": []
+      "failures": [
+        {
+          "surface": "hf_space",
+          "kind": "hash_mismatch",
+          "path": "hf_space:data/artifact_index.json",
+          "expected_sha256": "1731e1de65fcb69aecb2bd4df77098beb8b062fc26033c0ccfe348c5133bfd62",
+          "actual_sha256": "96680467bf872203de07d21b2f986055edd28c7783738cb4b52d5a26362850e4"
+        },
+        {
+          "surface": "hf_artifacts_data",
+          "kind": "hash_mismatch",
+          "path": "hf_artifacts:data/artifact_index.json",
+          "expected_sha256": "1731e1de65fcb69aecb2bd4df77098beb8b062fc26033c0ccfe348c5133bfd62",
+          "actual_sha256": "96680467bf872203de07d21b2f986055edd28c7783738cb4b52d5a26362850e4"
+        },
+        {
+          "surface": "hf_artifacts",
+          "kind": "hash_mismatch",
+          "path": "hf_artifacts:docs/data/artifact_index.json",
+          "expected_sha256": "1731e1de65fcb69aecb2bd4df77098beb8b062fc26033c0ccfe348c5133bfd62",
+          "actual_sha256": "96680467bf872203de07d21b2f986055edd28c7783738cb4b52d5a26362850e4"
+        },
+        {
+          "surface": "hf_model_data",
+          "kind": "hash_mismatch",
+          "path": "hf_model:data/artifact_index.json",
+          "expected_sha256": "1731e1de65fcb69aecb2bd4df77098beb8b062fc26033c0ccfe348c5133bfd62",
+          "actual_sha256": "96680467bf872203de07d21b2f986055edd28c7783738cb4b52d5a26362850e4"
+        },
+        {
+          "surface": "hf_model_docs_data",
+          "kind": "hash_mismatch",
+          "path": "hf_model:docs/data/artifact_index.json",
+          "expected_sha256": "1731e1de65fcb69aecb2bd4df77098beb8b062fc26033c0ccfe348c5133bfd62",
+          "actual_sha256": "96680467bf872203de07d21b2f986055edd28c7783738cb4b52d5a26362850e4"
+        },
+        {
+          "surface": "hf_model",
+          "kind": "hash_mismatch",
+          "path": "hf_model:metrics/artifact_index.json",
+          "expected_sha256": "1731e1de65fcb69aecb2bd4df77098beb8b062fc26033c0ccfe348c5133bfd62",
+          "actual_sha256": "96680467bf872203de07d21b2f986055edd28c7783738cb4b52d5a26362850e4"
+        }
+      ]
     },
     {
       "name": "data/brand_assets.json",
@@ -972,44 +1022,44 @@
         "path": "repo:docs/data/publication_audit.json",
         "exists": true,
         "bytes": 10940,
-        "sha256": "659c6b553516d5e3d822049547d840c621dca17c8a364237cf4ffd96d574b6c4"
+        "sha256": "521f16cf7b39e32260359e37af7c32f5663c23caeec7c3622071893313cbc261"
       },
       "mirrors": {
         "hf_space": {
           "path": "hf_space:data/publication_audit.json",
           "exists": true,
           "bytes": 10940,
-          "sha256": "659c6b553516d5e3d822049547d840c621dca17c8a364237cf4ffd96d574b6c4"
+          "sha256": "521f16cf7b39e32260359e37af7c32f5663c23caeec7c3622071893313cbc261"
         },
         "hf_artifacts_data": {
           "path": "hf_artifacts:data/publication_audit.json",
           "exists": true,
           "bytes": 10940,
-          "sha256": "659c6b553516d5e3d822049547d840c621dca17c8a364237cf4ffd96d574b6c4"
+          "sha256": "521f16cf7b39e32260359e37af7c32f5663c23caeec7c3622071893313cbc261"
         },
         "hf_artifacts": {
           "path": "hf_artifacts:docs/data/publication_audit.json",
           "exists": true,
           "bytes": 10940,
-          "sha256": "659c6b553516d5e3d822049547d840c621dca17c8a364237cf4ffd96d574b6c4"
+          "sha256": "521f16cf7b39e32260359e37af7c32f5663c23caeec7c3622071893313cbc261"
         },
         "hf_model_data": {
           "path": "hf_model:data/publication_audit.json",
           "exists": true,
           "bytes": 10940,
-          "sha256": "659c6b553516d5e3d822049547d840c621dca17c8a364237cf4ffd96d574b6c4"
+          "sha256": "521f16cf7b39e32260359e37af7c32f5663c23caeec7c3622071893313cbc261"
         },
         "hf_model_docs_data": {
           "path": "hf_model:docs/data/publication_audit.json",
           "exists": true,
           "bytes": 10940,
-          "sha256": "659c6b553516d5e3d822049547d840c621dca17c8a364237cf4ffd96d574b6c4"
+          "sha256": "521f16cf7b39e32260359e37af7c32f5663c23caeec7c3622071893313cbc261"
         },
         "hf_model": {
           "path": "hf_model:metrics/publication_audit.json",
           "exists": true,
           "bytes": 10940,
-          "sha256": "659c6b553516d5e3d822049547d840c621dca17c8a364237cf4ffd96d574b6c4"
+          "sha256": "521f16cf7b39e32260359e37af7c32f5663c23caeec7c3622071893313cbc261"
         }
       },
       "failures": []
@@ -1021,44 +1071,44 @@
         "path": "repo:docs/data/public_surface_qa.json",
         "exists": true,
         "bytes": 7690,
-        "sha256": "9bd2e412af6126ee5f286afe1c414e0ec72eb4c4d69d1f8a65ed64d601a4c62f"
+        "sha256": "0412ee397f70b240bc2a768932770f0c03d2c0a19e35b9e34770a172ffc48edc"
       },
       "mirrors": {
         "hf_space": {
           "path": "hf_space:data/public_surface_qa.json",
           "exists": true,
           "bytes": 7690,
-          "sha256": "9bd2e412af6126ee5f286afe1c414e0ec72eb4c4d69d1f8a65ed64d601a4c62f"
+          "sha256": "0412ee397f70b240bc2a768932770f0c03d2c0a19e35b9e34770a172ffc48edc"
         },
         "hf_artifacts_data": {
           "path": "hf_artifacts:data/public_surface_qa.json",
           "exists": true,
           "bytes": 7690,
-          "sha256": "9bd2e412af6126ee5f286afe1c414e0ec72eb4c4d69d1f8a65ed64d601a4c62f"
+          "sha256": "0412ee397f70b240bc2a768932770f0c03d2c0a19e35b9e34770a172ffc48edc"
         },
         "hf_artifacts": {
           "path": "hf_artifacts:docs/data/public_surface_qa.json",
           "exists": true,
           "bytes": 7690,
-          "sha256": "9bd2e412af6126ee5f286afe1c414e0ec72eb4c4d69d1f8a65ed64d601a4c62f"
+          "sha256": "0412ee397f70b240bc2a768932770f0c03d2c0a19e35b9e34770a172ffc48edc"
         },
         "hf_model_data": {
           "path": "hf_model:data/public_surface_qa.json",
           "exists": true,
           "bytes": 7690,
-          "sha256": "9bd2e412af6126ee5f286afe1c414e0ec72eb4c4d69d1f8a65ed64d601a4c62f"
+          "sha256": "0412ee397f70b240bc2a768932770f0c03d2c0a19e35b9e34770a172ffc48edc"
         },
         "hf_model_docs_data": {
           "path": "hf_model:docs/data/public_surface_qa.json",
           "exists": true,
           "bytes": 7690,
-          "sha256": "9bd2e412af6126ee5f286afe1c414e0ec72eb4c4d69d1f8a65ed64d601a4c62f"
+          "sha256": "0412ee397f70b240bc2a768932770f0c03d2c0a19e35b9e34770a172ffc48edc"
         },
         "hf_model": {
           "path": "hf_model:metrics/public_surface_qa.json",
           "exists": true,
           "bytes": 7690,
-          "sha256": "9bd2e412af6126ee5f286afe1c414e0ec72eb4c4d69d1f8a65ed64d601a4c62f"
+          "sha256": "0412ee397f70b240bc2a768932770f0c03d2c0a19e35b9e34770a172ffc48edc"
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       "failures": []
@@ -1217,44 +1267,44 @@
         "path": "repo:docs/data/quality_gates.json",
         "exists": true,
         "bytes": 8640,
-        "sha256": "c348f29ee15a98256110202a6ebf17515cf65151e92576268138053bfeaf3c4b"
+        "sha256": "f7c013cf3e8c0fd3d3770e62cff4e6e7cb037dc27390c45280e66721b379df91"
       },
       "mirrors": {
         "hf_space": {
           "path": "hf_space:data/quality_gates.json",
           "exists": true,
           "bytes": 8640,
-          "sha256": "c348f29ee15a98256110202a6ebf17515cf65151e92576268138053bfeaf3c4b"
+          "sha256": "f7c013cf3e8c0fd3d3770e62cff4e6e7cb037dc27390c45280e66721b379df91"
         },
         "hf_artifacts_data": {
           "path": "hf_artifacts:data/quality_gates.json",
           "exists": true,
           "bytes": 8640,
-          "sha256": "c348f29ee15a98256110202a6ebf17515cf65151e92576268138053bfeaf3c4b"
+          "sha256": "f7c013cf3e8c0fd3d3770e62cff4e6e7cb037dc27390c45280e66721b379df91"
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         "hf_artifacts": {
           "path": "hf_artifacts:docs/data/quality_gates.json",
           "exists": true,
           "bytes": 8640,
-          "sha256": "c348f29ee15a98256110202a6ebf17515cf65151e92576268138053bfeaf3c4b"
+          "sha256": "f7c013cf3e8c0fd3d3770e62cff4e6e7cb037dc27390c45280e66721b379df91"
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         "hf_model_data": {
           "path": "hf_model:data/quality_gates.json",
           "exists": true,
           "bytes": 8640,
-          "sha256": "c348f29ee15a98256110202a6ebf17515cf65151e92576268138053bfeaf3c4b"
+          "sha256": "f7c013cf3e8c0fd3d3770e62cff4e6e7cb037dc27390c45280e66721b379df91"
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         "hf_model_docs_data": {
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           "exists": true,
           "bytes": 8640,
-          "sha256": "c348f29ee15a98256110202a6ebf17515cf65151e92576268138053bfeaf3c4b"
+          "sha256": "f7c013cf3e8c0fd3d3770e62cff4e6e7cb037dc27390c45280e66721b379df91"
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         "hf_model": {
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           "exists": true,
           "bytes": 8640,
-          "sha256": "c348f29ee15a98256110202a6ebf17515cf65151e92576268138053bfeaf3c4b"
+          "sha256": "f7c013cf3e8c0fd3d3770e62cff4e6e7cb037dc27390c45280e66721b379df91"
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       "failures": []
@@ -2589,44 +2639,44 @@
         "path": "repo:docs/data/website_integrity.json",
         "exists": true,
         "bytes": 24948,
-        "sha256": "79680c826fa01b5e08fc2263d54e91ab6a8926c33dc71df53e666d4d836cf1de"
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           "exists": true,
           "bytes": 24948,
-          "sha256": "79680c826fa01b5e08fc2263d54e91ab6a8926c33dc71df53e666d4d836cf1de"
+          "sha256": "d133744f924be4dc795b6b98fbb92ee3d964ff304b9e29687f5603afc44a6bb9"
         },
         "hf_artifacts_data": {
           "path": "hf_artifacts:data/website_integrity.json",
           "exists": true,
           "bytes": 24948,
-          "sha256": "79680c826fa01b5e08fc2263d54e91ab6a8926c33dc71df53e666d4d836cf1de"
+          "sha256": "d133744f924be4dc795b6b98fbb92ee3d964ff304b9e29687f5603afc44a6bb9"
         },
         "hf_artifacts": {
           "path": "hf_artifacts:docs/data/website_integrity.json",
           "exists": true,
           "bytes": 24948,
-          "sha256": "79680c826fa01b5e08fc2263d54e91ab6a8926c33dc71df53e666d4d836cf1de"
+          "sha256": "d133744f924be4dc795b6b98fbb92ee3d964ff304b9e29687f5603afc44a6bb9"
         },
         "hf_model_data": {
           "path": "hf_model:data/website_integrity.json",
           "exists": true,
           "bytes": 24948,
-          "sha256": "79680c826fa01b5e08fc2263d54e91ab6a8926c33dc71df53e666d4d836cf1de"
+          "sha256": "d133744f924be4dc795b6b98fbb92ee3d964ff304b9e29687f5603afc44a6bb9"
         },
         "hf_model_docs_data": {
           "path": "hf_model:docs/data/website_integrity.json",
           "exists": true,
           "bytes": 24948,
-          "sha256": "79680c826fa01b5e08fc2263d54e91ab6a8926c33dc71df53e666d4d836cf1de"
+          "sha256": "d133744f924be4dc795b6b98fbb92ee3d964ff304b9e29687f5603afc44a6bb9"
         },
         "hf_model": {
           "path": "hf_model:metrics/website_integrity.json",
           "exists": true,
           "bytes": 24948,
-          "sha256": "79680c826fa01b5e08fc2263d54e91ab6a8926c33dc71df53e666d4d836cf1de"
+          "sha256": "d133744f924be4dc795b6b98fbb92ee3d964ff304b9e29687f5603afc44a6bb9"
         }
       },
       "failures": []
@@ -7429,39 +7479,39 @@
       "local": {
         "path": "repo:docs/index.html",
         "exists": true,
-        "bytes": 368064,
-        "sha256": "8a948b77ed18c2ed2625a399a9e4ee846e9183ed1d6dab45eff8da98d4910990"
+        "bytes": 369685,
+        "sha256": "1d91c5853d1f314cf021676b6e8a790c20f657383ebf7fead68063ada1bbdbf4"
       },
       "mirrors": {
         "hf_space": {
           "path": "hf_space:index.html",
           "exists": true,
-          "bytes": 368064,
-          "sha256": "8a948b77ed18c2ed2625a399a9e4ee846e9183ed1d6dab45eff8da98d4910990"
+          "bytes": 369685,
+          "sha256": "1d91c5853d1f314cf021676b6e8a790c20f657383ebf7fead68063ada1bbdbf4"
         },
         "hf_artifacts_root": {
           "path": "hf_artifacts:index.html",
           "exists": true,
-          "bytes": 368064,
-          "sha256": "8a948b77ed18c2ed2625a399a9e4ee846e9183ed1d6dab45eff8da98d4910990"
+          "bytes": 369685,
+          "sha256": "1d91c5853d1f314cf021676b6e8a790c20f657383ebf7fead68063ada1bbdbf4"
         },
         "hf_artifacts_docs": {
           "path": "hf_artifacts:docs/index.html",
           "exists": true,
-          "bytes": 368064,
-          "sha256": "8a948b77ed18c2ed2625a399a9e4ee846e9183ed1d6dab45eff8da98d4910990"
+          "bytes": 369685,
+          "sha256": "1d91c5853d1f314cf021676b6e8a790c20f657383ebf7fead68063ada1bbdbf4"
         },
         "hf_model": {
           "path": "hf_model:index.html",
           "exists": true,
-          "bytes": 368064,
-          "sha256": "8a948b77ed18c2ed2625a399a9e4ee846e9183ed1d6dab45eff8da98d4910990"
+          "bytes": 369685,
+          "sha256": "1d91c5853d1f314cf021676b6e8a790c20f657383ebf7fead68063ada1bbdbf4"
         },
         "hf_model_docs": {
           "path": "hf_model:docs/index.html",
           "exists": true,
-          "bytes": 368064,
-          "sha256": "8a948b77ed18c2ed2625a399a9e4ee846e9183ed1d6dab45eff8da98d4910990"
+          "bytes": 369685,
+          "sha256": "1d91c5853d1f314cf021676b6e8a790c20f657383ebf7fead68063ada1bbdbf4"
         }
       },
       "failures": []
@@ -33291,5 +33341,54 @@
       "failures": []
     }
   ],
-  "failures": []
+  "failures": [
+    {
+      "group": "data/artifact_index.json",
+      "surface": "hf_space",
+      "kind": "hash_mismatch",
+      "path": "hf_space:data/artifact_index.json",
+      "expected_sha256": "1731e1de65fcb69aecb2bd4df77098beb8b062fc26033c0ccfe348c5133bfd62",
+      "actual_sha256": "96680467bf872203de07d21b2f986055edd28c7783738cb4b52d5a26362850e4"
+    },
+    {
+      "group": "data/artifact_index.json",
+      "surface": "hf_artifacts_data",
+      "kind": "hash_mismatch",
+      "path": "hf_artifacts:data/artifact_index.json",
+      "expected_sha256": "1731e1de65fcb69aecb2bd4df77098beb8b062fc26033c0ccfe348c5133bfd62",
+      "actual_sha256": "96680467bf872203de07d21b2f986055edd28c7783738cb4b52d5a26362850e4"
+    },
+    {
+      "group": "data/artifact_index.json",
+      "surface": "hf_artifacts",
+      "kind": "hash_mismatch",
+      "path": "hf_artifacts:docs/data/artifact_index.json",
+      "expected_sha256": "1731e1de65fcb69aecb2bd4df77098beb8b062fc26033c0ccfe348c5133bfd62",
+      "actual_sha256": "96680467bf872203de07d21b2f986055edd28c7783738cb4b52d5a26362850e4"
+    },
+    {
+      "group": "data/artifact_index.json",
+      "surface": "hf_model_data",
+      "kind": "hash_mismatch",
+      "path": "hf_model:data/artifact_index.json",
+      "expected_sha256": "1731e1de65fcb69aecb2bd4df77098beb8b062fc26033c0ccfe348c5133bfd62",
+      "actual_sha256": "96680467bf872203de07d21b2f986055edd28c7783738cb4b52d5a26362850e4"
+    },
+    {
+      "group": "data/artifact_index.json",
+      "surface": "hf_model_docs_data",
+      "kind": "hash_mismatch",
+      "path": "hf_model:docs/data/artifact_index.json",
+      "expected_sha256": "1731e1de65fcb69aecb2bd4df77098beb8b062fc26033c0ccfe348c5133bfd62",
+      "actual_sha256": "96680467bf872203de07d21b2f986055edd28c7783738cb4b52d5a26362850e4"
+    },
+    {
+      "group": "data/artifact_index.json",
+      "surface": "hf_model",
+      "kind": "hash_mismatch",
+      "path": "hf_model:metrics/artifact_index.json",
+      "expected_sha256": "1731e1de65fcb69aecb2bd4df77098beb8b062fc26033c0ccfe348c5133bfd62",
+      "actual_sha256": "96680467bf872203de07d21b2f986055edd28c7783738cb4b52d5a26362850e4"
+    }
+  ]
 }

docs/data/public_surface_qa.json

@@ -1,7 +1,7 @@
 {
   "title": "Ropedia Xperience-10M Public Project Surface",
   "status": "pass",
-  "generated_at_utc": "2026-06-22T15:38:04+00:00",
+  "generated_at_utc": "2026-06-22T15:59:41+00:00",
   "scope": "Repo README, GitHub Pages HTML, Hugging Face Space card, artifact dataset card, and model card.",
   "checks": [
     {
@@ -48,7 +48,7 @@
         "mirror_parity": {
           "exists": true,
           "status": "pass",
-          "generated_at_utc": "2026-06-22T15:10:48+00:00"
+          "generated_at_utc": "2026-06-22T15:39:32+00:00"
         }
       },
       "failures": {}

docs/data/publication_audit.json

@@ -1,6 +1,6 @@
 {
   "status": "pass",
-  "generated_at_utc": "2026-06-22T15:37:31+00:00",
+  "generated_at_utc": "2026-06-22T15:59:59+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": "2026-06-22T15:38:04+00:00",
+  "generated_at_utc": "2026-06-22T15:59:41+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/website_integrity.json

@@ -1,6 +1,6 @@
 {
   "status": "pass",
-  "generated_at_utc": "2026-06-22T15:37:14+00:00",
+  "generated_at_utc": "2026-06-22T15:59:42+00:00",
   "docs_root": "docs",
   "site_base": "/ropedia-xperience-10m-task-suite/",
   "summary": {
@@ -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": 151754,
-      "evidence_index": 199568
+      "overview_index": 152082,
+      "evidence_index": 199896
     },
     {
       "name": "project_status_links_json",
@@ -159,9 +159,9 @@
       "name": "evaluation_protocol_between_overview_and_progress",
       "status": "pass",
       "reason": "The evaluation protocol should appear before the deeper evidence ledger.",
-      "overview_index": 151754,
-      "protocol_index": 195773,
-      "evidence_index": 199568
+      "overview_index": 152082,
+      "protocol_index": 196101,
+      "evidence_index": 199896
     },
     {
       "name": "evaluation_protocol_links_json",

docs/index.html

@@ -2828,6 +2828,20 @@
       font-variant-numeric: tabular-nums;
       word-break: break-word;
     }
+    .task-score-note {
+      display: flex;
+      justify-content: space-between;
+      gap: 10px;
+      color: #aebaa8;
+      font-family: var(--font-mono);
+      font-size: 10px;
+      font-weight: 800;
+      letter-spacing: 0.04em;
+      text-transform: uppercase;
+    }
+    .task-score-note span {
+      min-width: 0;
+    }
     .mini-bar { height: 7px; background: rgba(204, 255, 160, 0.14); border-radius: 999px; overflow: hidden; }
     .mini-bar span { display: block; height: 100%; width: var(--w); background: var(--c); }
 
@@ -6593,7 +6607,7 @@
       <div class="wrap">
         <div class="section-head">
           <h2>Task cards and metrics.</h2>
-          <p>All 20 task contracts are shown together with readable research names, assigned task icons, compact modality chips, explicit input-process-output contracts, and verified minimal versus neural scores. Full modality imagery stays in the modality atlas, raw sample browser, and interactive walkthrough where it has context.</p>
+          <p>All 20 task contracts are shown together with readable research names, assigned task icons, compact modality chips, explicit input-process-output contracts, and verified public-sample Minimal versus Neural MLP primary metrics. The full 180-record method matrix is separate; these cards are the quick single-episode task-head read.</p>
         </div>
         <article class="task-icon-atlas">
           <div>
@@ -7976,6 +7990,19 @@ python scripts/validate_publication_package.py</code></pre>
       return Math.max(4, Math.min(100, value * 100));
     };
 
+    const metricBarSource = (task) => Number.isFinite(Number(task.metric?.neural_mlp))
+      ? "Neural MLP"
+      : "Minimal";
+
+    const metricBarMeaning = (task) => {
+      const metric = task.metric?.name || "primary metric";
+      const source = metricBarSource(task);
+      const direction = task.metric?.direction === "lower"
+        ? "lower-is-better converted for visual width"
+        : "higher-is-better display width";
+      return `${source} ${metric}; ${direction}; color shows task family.`;
+    };
+
     const normalizeWalkthroughTasks = (payload) => Object.values(payload.tasks || {});
     const normalizeSuiteTasks = (payload) => Array.isArray(payload.tasks) ? payload.tasks : Object.values(payload.tasks || {});
 
@@ -8083,6 +8110,8 @@ python scripts/validate_publication_package.py</code></pre>
         const icon = taskIconFor(task);
         const minimal = formatMetric(task.metric?.minimal);
         const neural = formatMetric(task.metric?.neural_mlp);
+        const barSource = metricBarSource(task);
+        const barMeaning = metricBarMeaning(task);
         const modalityChips = (task.modalities || [])
           .map((key) => modalityMeta[key]?.label || key)
           .filter(Boolean)
@@ -8112,7 +8141,11 @@ python scripts/validate_publication_package.py</code></pre>
               <span><strong>${minimal}</strong>minimal ${escapeHtml(task.metric?.name)}</span>
               <span><strong>${neural}</strong>neural MLP</span>
             </div>
-            <div class="mini-bar"><span style="--w:${metricBarWidth(task).toFixed(1)}%;--c:${familyAccent[family] || "#ccffa0"}"></span></div>
+            <div class="task-score-note">
+              <span>Public-sample task-head scores</span>
+              <span>Bar: ${escapeHtml(barSource)} normalized</span>
+            </div>
+            <div class="mini-bar" aria-label="${escapeHtml(barMeaning)}" title="${escapeHtml(barMeaning)}"><span style="--w:${metricBarWidth(task).toFixed(1)}%;--c:${familyAccent[family] || "#ccffa0"}"></span></div>
           </button>
         `;
       }).join("");

index.html

@@ -2828,6 +2828,20 @@
       font-variant-numeric: tabular-nums;
       word-break: break-word;
     }
+    .task-score-note {
+      display: flex;
+      justify-content: space-between;
+      gap: 10px;
+      color: #aebaa8;
+      font-family: var(--font-mono);
+      font-size: 10px;
+      font-weight: 800;
+      letter-spacing: 0.04em;
+      text-transform: uppercase;
+    }
+    .task-score-note span {
+      min-width: 0;
+    }
     .mini-bar { height: 7px; background: rgba(204, 255, 160, 0.14); border-radius: 999px; overflow: hidden; }
     .mini-bar span { display: block; height: 100%; width: var(--w); background: var(--c); }
 
@@ -6593,7 +6607,7 @@
       <div class="wrap">
         <div class="section-head">
           <h2>Task cards and metrics.</h2>
-          <p>All 20 task contracts are shown together with readable research names, assigned task icons, compact modality chips, explicit input-process-output contracts, and verified minimal versus neural scores. Full modality imagery stays in the modality atlas, raw sample browser, and interactive walkthrough where it has context.</p>
+          <p>All 20 task contracts are shown together with readable research names, assigned task icons, compact modality chips, explicit input-process-output contracts, and verified public-sample Minimal versus Neural MLP primary metrics. The full 180-record method matrix is separate; these cards are the quick single-episode task-head read.</p>
         </div>
         <article class="task-icon-atlas">
           <div>
@@ -7976,6 +7990,19 @@ python scripts/validate_publication_package.py</code></pre>
       return Math.max(4, Math.min(100, value * 100));
     };
 
+    const metricBarSource = (task) => Number.isFinite(Number(task.metric?.neural_mlp))
+      ? "Neural MLP"
+      : "Minimal";
+
+    const metricBarMeaning = (task) => {
+      const metric = task.metric?.name || "primary metric";
+      const source = metricBarSource(task);
+      const direction = task.metric?.direction === "lower"
+        ? "lower-is-better converted for visual width"
+        : "higher-is-better display width";
+      return `${source} ${metric}; ${direction}; color shows task family.`;
+    };
+
     const normalizeWalkthroughTasks = (payload) => Object.values(payload.tasks || {});
     const normalizeSuiteTasks = (payload) => Array.isArray(payload.tasks) ? payload.tasks : Object.values(payload.tasks || {});
 
@@ -8083,6 +8110,8 @@ python scripts/validate_publication_package.py</code></pre>
         const icon = taskIconFor(task);
         const minimal = formatMetric(task.metric?.minimal);
         const neural = formatMetric(task.metric?.neural_mlp);
+        const barSource = metricBarSource(task);
+        const barMeaning = metricBarMeaning(task);
         const modalityChips = (task.modalities || [])
           .map((key) => modalityMeta[key]?.label || key)
           .filter(Boolean)
@@ -8112,7 +8141,11 @@ python scripts/validate_publication_package.py</code></pre>
               <span><strong>${minimal}</strong>minimal ${escapeHtml(task.metric?.name)}</span>
               <span><strong>${neural}</strong>neural MLP</span>
             </div>
-            <div class="mini-bar"><span style="--w:${metricBarWidth(task).toFixed(1)}%;--c:${familyAccent[family] || "#ccffa0"}"></span></div>
+            <div class="task-score-note">
+              <span>Public-sample task-head scores</span>
+              <span>Bar: ${escapeHtml(barSource)} normalized</span>
+            </div>
+            <div class="mini-bar" aria-label="${escapeHtml(barMeaning)}" title="${escapeHtml(barMeaning)}"><span style="--w:${metricBarWidth(task).toFixed(1)}%;--c:${familyAccent[family] || "#ccffa0"}"></span></div>
           </button>
         `;
       }).join("");