diff --git a/registry/index.json b/registry/index.json
index cd031c05..ff203d48 100644
--- a/registry/index.json
+++ b/registry/index.json
@@ -16,7 +16,7 @@
         "vscode"
       ],
       "package_metadata": "registry/packages/yao-meta-skill.json",
-      "package_sha256": "f34bc1b155763d5269ae0ae904de35383fd4d0000006af8ad7a6c85ab7ce4b20"
+      "package_sha256": "60817db29dd8d235751c67311b180e889b1c79577968883e3cf2df07dcb1875c"
     }
   ]
 }
diff --git a/registry/packages/yao-meta-skill.json b/registry/packages/yao-meta-skill.json
index e50d5a0a..44be76e1 100644
--- a/registry/packages/yao-meta-skill.json
+++ b/registry/packages/yao-meta-skill.json
@@ -16,8 +16,8 @@
   "trust_level": "local",
   "license": "MIT",
   "checksums": {
-    "package_sha256": "f34bc1b155763d5269ae0ae904de35383fd4d0000006af8ad7a6c85ab7ce4b20",
-    "archive_sha256": "2c2f2d3a4fffe1dfc54e282c1058efc1d3476b7de588f8e9167b26a7428a63d2"
+    "package_sha256": "60817db29dd8d235751c67311b180e889b1c79577968883e3cf2df07dcb1875c",
+    "archive_sha256": "5d160bd148b5febdf20537e481703a695dab8d8f8a2cfe21cc1ee101e375546a"
   },
   "compatibility": {
     "openai": "pass",
@@ -48,7 +48,7 @@
   },
   "distribution": {
     "archive_verified": true,
-    "archive_sha256": "2c2f2d3a4fffe1dfc54e282c1058efc1d3476b7de588f8e9167b26a7428a63d2",
+    "archive_sha256": "5d160bd148b5febdf20537e481703a695dab8d8f8a2cfe21cc1ee101e375546a",
     "package_verification": "reports/package_verification.json",
     "install_simulated": true,
     "install_simulation": "reports/install_simulation.json"
diff --git a/reports/adoption_drift_report.json b/reports/adoption_drift_report.json
index 5d2367ca..70cca4a0 100644
--- a/reports/adoption_drift_report.json
+++ b/reports/adoption_drift_report.json
@@ -1,7 +1,7 @@
 {
   "ok": true,
   "schema_version": "2.0",
-  "generated_at": "2026-06-13T21:28:44Z",
+  "generated_at": "2026-06-13T21:39:40Z",
   "skill_dir": ".",
   "privacy_contract": {
     "storage": "local-first",
diff --git a/reports/architecture_maintainability.json b/reports/architecture_maintainability.json
index a79b471d..aa3c7574 100644
--- a/reports/architecture_maintainability.json
+++ b/reports/architecture_maintainability.json
@@ -4,15 +4,15 @@
   "generated_at": "2026-06-14",
   "skill_dir": ".",
   "summary": {
-    "python_file_count": 145,
-    "script_file_count": 89,
+    "python_file_count": 146,
+    "script_file_count": 90,
     "test_file_count": 56,
-    "internal_module_count": 18,
+    "internal_module_count": 19,
     "cli_script_count": 72,
     "command_handler_count": 33,
     "warn_line_threshold": 900,
     "block_line_threshold": 1500,
-    "largest_file_lines": 895,
+    "largest_file_lines": 899,
     "hotspot_count": 0,
     "blocker_count": 0,
     "decision": "pass"
@@ -20,14 +20,14 @@
   "largest_files": [
     {
       "path": "scripts/render_review_studio.py",
-      "lines": 895,
+      "lines": 899,
       "kind": "cli-script",
       "severity": "pass",
       "recommendation": "Move data loading and large section renderers into focused review_studio_* modules."
     },
     {
       "path": "tests/verify_yao_cli.py",
-      "lines": 845,
+      "lines": 848,
       "kind": "test",
       "severity": "pass",
       "recommendation": "Break broad integration assertions into focused verifier helpers when the next behavior change lands."
diff --git a/reports/architecture_maintainability.md b/reports/architecture_maintainability.md
index a745a7c4..558b3e36 100644
--- a/reports/architecture_maintainability.md
+++ b/reports/architecture_maintainability.md
@@ -5,13 +5,13 @@ Generated at: `2026-06-14`
 ## Summary
 
 - decision: `pass`
-- python files: `145`
-- scripts: `89`
+- python files: `146`
+- scripts: `90`
 - tests: `56`
-- internal modules: `18`
+- internal modules: `19`
 - CLI scripts: `72`
 - Yao CLI command handlers: `33`
-- largest file lines: `895`
+- largest file lines: `899`
 - hotspots: `0`
 - blockers: `0`
 
@@ -25,8 +25,8 @@ No file-size hotspots found.
 
 | File | Lines | Kind | Severity |
 | --- | ---: | --- | --- |
-| `scripts/render_review_studio.py` | `895` | `cli-script` | `pass` |
-| `tests/verify_yao_cli.py` | `845` | `test` | `pass` |
+| `scripts/render_review_studio.py` | `899` | `cli-script` | `pass` |
+| `tests/verify_yao_cli.py` | `848` | `test` | `pass` |
 | `scripts/yao.py` | `839` | `cli-script` | `pass` |
 | `scripts/skill_report_model.py` | `782` | `internal-module` | `pass` |
 | `scripts/compile_skill.py` | `734` | `cli-script` | `pass` |
diff --git a/reports/benchmark_reproducibility.json b/reports/benchmark_reproducibility.json
index 0df08e12..bbbed449 100644
--- a/reports/benchmark_reproducibility.json
+++ b/reports/benchmark_reproducibility.json
@@ -3,13 +3,12 @@
   "ok": true,
   "generated_at": "2026-06-14",
   "skill_dir": ".",
-  "commit": "088904f519e04981f30c5c8c225de90a4aee2682",
+  "commit": "810885d70e6ed0fa6b19cd5a0edf971057215f9d",
   "git_status": {
     "available": true,
     "dirty": true,
-    "changed_file_count": 31,
+    "changed_file_count": 42,
     "sample": [
-      " M evidence/world_class/README.md",
       " M registry/index.json",
       " M registry/packages/yao-meta-skill.json",
       " M reports/adoption_drift_report.json",
@@ -17,10 +16,11 @@
       " M reports/architecture_maintainability.md",
       " M reports/benchmark_reproducibility.json",
       " M reports/benchmark_reproducibility.md",
+      " M reports/compiled_targets.json",
       " M reports/context_budget.json",
+      " M reports/install_simulation.json",
       " M reports/output_execution_runs.json",
-      " M reports/output_execution_runs.md",
-      " M reports/package_verification.json"
+      " M reports/output_execution_runs.md"
     ]
   },
   "summary": {
@@ -42,7 +42,7 @@
     "world_class_task_count": 4,
     "world_class_ledger_pending_count": 4,
     "working_tree_dirty": true,
-    "changed_file_count": 31
+    "changed_file_count": 42
   },
   "methodology": {
     "path": "reports/benchmark_methodology.md",
@@ -115,8 +115,8 @@
       "label": "output_execution",
       "path": "reports/output_execution_runs.json",
       "exists": true,
-      "bytes": 7966,
-      "sha256": "9bc795936ec9610a8a6f81e692c8839b9dcac917c9839e1b99c5460ba8919061"
+      "bytes": 7967,
+      "sha256": "c85fa48112afba2e022d3cf25f57e3062299b273bfa378777aaef11b1c84dc5d"
     },
     {
       "label": "blind_review",
@@ -129,8 +129,8 @@
       "label": "review_adjudication",
       "path": "reports/output_review_adjudication.json",
       "exists": true,
-      "bytes": 2431,
-      "sha256": "ddd9af90d42e2858d629ebe3f1d7505a675f7d95517fcd9a965c80102a63158d"
+      "bytes": 9125,
+      "sha256": "5765254c430947c7e2b05883831d7db0b886d607b59f9a8a2602dcfa925f400b"
     },
     {
       "label": "trigger_scorecard",
@@ -150,43 +150,43 @@
       "label": "trust_report",
       "path": "reports/security_trust_report.json",
       "exists": true,
-      "bytes": 91959,
-      "sha256": "29451ca6127d5d049f04978928110e97935e100a0e12f125ef7b4d4aae129271"
+      "bytes": 92549,
+      "sha256": "408b3a7c09218f486a29059a28a0aec12016299453ab256d61874e986389cf09"
     },
     {
       "label": "python_compatibility",
       "path": "reports/python_compatibility.json",
       "exists": true,
-      "bytes": 19297,
-      "sha256": "f65de3392609ef1e9e2b9dde7991ba0d84b3803b128bd0a1277b2453eb05b41c"
+      "bytes": 19427,
+      "sha256": "809d07d66de33719b160b1a20d3bc86c546b3a69051cc662c840e5d16e10f5b8"
     },
     {
       "label": "registry_audit",
       "path": "reports/registry_audit.json",
       "exists": true,
       "bytes": 3183,
-      "sha256": "6f2179a1a51a05a1e4455ed113fa2499e62d643a046aab2735fb516d6f2fad35"
+      "sha256": "2a086d4698852ccd6f99e954f5aebd0fea6e4aad1b5428d5c21fee3a222a56bc"
     },
     {
       "label": "package_verification",
       "path": "reports/package_verification.json",
       "exists": true,
       "bytes": 19325,
-      "sha256": "69864577d09542dc4b20c4976516c7a6f20bdb95d76dd38e8fcc4f88691bceba"
+      "sha256": "9a48d94965ccaffd9021c0d58f6cdb1542dd0e3472adcc5e8495d3535b75c1a5"
     },
     {
       "label": "install_simulation",
       "path": "reports/install_simulation.json",
       "exists": true,
       "bytes": 8557,
-      "sha256": "11985a19c3bcbe02fbe0146f57eb11992b3f298e99bad77149f0039787a96f18"
+      "sha256": "5e6e501706588c0eb431d71af38c4789c40991acca4531f667acb6a0610a70c3"
     },
     {
       "label": "skill_os2_audit",
       "path": "reports/skill_os2_audit.json",
       "exists": true,
       "bytes": 13946,
-      "sha256": "0fcd7f82c65f1fd85323919e573e3b4910738684440acaf29ed2c6ebe26bd611"
+      "sha256": "ed1be043898a5550be37c93b3d8723dbaf2d537af3005a8a6476ec6d0d266318"
     },
     {
       "label": "world_class_evidence_plan",
diff --git a/reports/benchmark_reproducibility.md b/reports/benchmark_reproducibility.md
index 4cb7041b..840bbe39 100644
--- a/reports/benchmark_reproducibility.md
+++ b/reports/benchmark_reproducibility.md
@@ -1,7 +1,7 @@
 # Benchmark Reproducibility
 
 Generated at: `2026-06-14`
-Commit: `088904f519e04981f30c5c8c225de90a4aee2682`
+Commit: `810885d70e6ed0fa6b19cd5a0edf971057215f9d`
 Working tree dirty at generation: `true`
 
 ## Summary
@@ -16,7 +16,7 @@ Working tree dirty at generation: `true`
 - provider evidence complete: `false`
 - human review complete: `false`
 - world-class ready: `false`
-- changed files at generation: `31`
+- changed files at generation: `42`
 
 This report proves local benchmark reproducibility only. It keeps external provider and human-review gaps visible instead of counting them as complete.
 
@@ -40,17 +40,17 @@ This report proves local benchmark reproducibility only. It keeps external provi
 | output_cases | `evals/output/cases.jsonl` | present | `a6ae96857116` |
 | output_schema | `evals/output/schema.json` | present | `8ee340c95064` |
 | output_scorecard | `reports/output_quality_scorecard.json` | present | `0806258a8e08` |
-| output_execution | `reports/output_execution_runs.json` | present | `9bc795936ec9` |
+| output_execution | `reports/output_execution_runs.json` | present | `c85fa48112af` |
 | blind_review | `reports/output_blind_review_pack.json` | present | `bbe2db8ec277` |
-| review_adjudication | `reports/output_review_adjudication.json` | present | `ddd9af90d42e` |
+| review_adjudication | `reports/output_review_adjudication.json` | present | `5765254c4309` |
 | trigger_scorecard | `reports/route_scorecard.json` | present | `c164e83e36d0` |
 | runtime_conformance | `reports/conformance_matrix.json` | present | `8251329e663d` |
-| trust_report | `reports/security_trust_report.json` | present | `29451ca6127d` |
-| python_compatibility | `reports/python_compatibility.json` | present | `f65de3392609` |
-| registry_audit | `reports/registry_audit.json` | present | `6f2179a1a51a` |
-| package_verification | `reports/package_verification.json` | present | `69864577d095` |
-| install_simulation | `reports/install_simulation.json` | present | `11985a19c3bc` |
-| skill_os2_audit | `reports/skill_os2_audit.json` | present | `0fcd7f82c65f` |
+| trust_report | `reports/security_trust_report.json` | present | `408b3a7c0921` |
+| python_compatibility | `reports/python_compatibility.json` | present | `809d07d66de3` |
+| registry_audit | `reports/registry_audit.json` | present | `2a086d469885` |
+| package_verification | `reports/package_verification.json` | present | `9a48d94965cc` |
+| install_simulation | `reports/install_simulation.json` | present | `5e6e50170658` |
+| skill_os2_audit | `reports/skill_os2_audit.json` | present | `ed1be043898a` |
 | world_class_evidence_plan | `reports/world_class_evidence_plan.json` | present | `ed1274b7c18c` |
 | world_class_evidence_ledger | `reports/world_class_evidence_ledger.json` | present | `5ed043491c3d` |
 | world_class_evidence_intake | `reports/world_class_evidence_intake.json` | present | `6eae947a6e2f` |
diff --git a/reports/compiled_targets.json b/reports/compiled_targets.json
index bbc29e28..5d67f6ff 100644
--- a/reports/compiled_targets.json
+++ b/reports/compiled_targets.json
@@ -208,6 +208,7 @@
             "scripts/review_studio_formatting.py",
             "scripts/review_studio_gates.py",
             "scripts/review_studio_layout.py",
+            "scripts/review_studio_output_review.py",
             "scripts/review_studio_world_class.py",
             "scripts/review_viewer_data.py",
             "scripts/run_conformance_suite.py",
@@ -223,8 +224,7 @@
             "scripts/sync_local_install.py",
             "scripts/telemetry_native_host.py",
             "scripts/trigger_eval.py",
-            "scripts/trust_check.py",
-            "scripts/upgrade_check.py"
+            "scripts/trust_check.py"
           ],
           "assets": [
             "templates/basic_skill.md.j2",
@@ -1049,6 +1049,7 @@
             "scripts/review_studio_formatting.py",
             "scripts/review_studio_gates.py",
             "scripts/review_studio_layout.py",
+            "scripts/review_studio_output_review.py",
             "scripts/review_studio_world_class.py",
             "scripts/review_viewer_data.py",
             "scripts/run_conformance_suite.py",
@@ -1064,8 +1065,7 @@
             "scripts/sync_local_install.py",
             "scripts/telemetry_native_host.py",
             "scripts/trigger_eval.py",
-            "scripts/trust_check.py",
-            "scripts/upgrade_check.py"
+            "scripts/trust_check.py"
           ],
           "assets": [
             "templates/basic_skill.md.j2",
@@ -1890,6 +1890,7 @@
             "scripts/review_studio_formatting.py",
             "scripts/review_studio_gates.py",
             "scripts/review_studio_layout.py",
+            "scripts/review_studio_output_review.py",
             "scripts/review_studio_world_class.py",
             "scripts/review_viewer_data.py",
             "scripts/run_conformance_suite.py",
@@ -1905,8 +1906,7 @@
             "scripts/sync_local_install.py",
             "scripts/telemetry_native_host.py",
             "scripts/trigger_eval.py",
-            "scripts/trust_check.py",
-            "scripts/upgrade_check.py"
+            "scripts/trust_check.py"
           ],
           "assets": [
             "templates/basic_skill.md.j2",
@@ -2715,6 +2715,7 @@
             "scripts/review_studio_formatting.py",
             "scripts/review_studio_gates.py",
             "scripts/review_studio_layout.py",
+            "scripts/review_studio_output_review.py",
             "scripts/review_studio_world_class.py",
             "scripts/review_viewer_data.py",
             "scripts/run_conformance_suite.py",
@@ -2730,8 +2731,7 @@
             "scripts/sync_local_install.py",
             "scripts/telemetry_native_host.py",
             "scripts/trigger_eval.py",
-            "scripts/trust_check.py",
-            "scripts/upgrade_check.py"
+            "scripts/trust_check.py"
           ],
           "assets": [
             "templates/basic_skill.md.j2",
@@ -3540,6 +3540,7 @@
             "scripts/review_studio_formatting.py",
             "scripts/review_studio_gates.py",
             "scripts/review_studio_layout.py",
+            "scripts/review_studio_output_review.py",
             "scripts/review_studio_world_class.py",
             "scripts/review_viewer_data.py",
             "scripts/run_conformance_suite.py",
@@ -3555,8 +3556,7 @@
             "scripts/sync_local_install.py",
             "scripts/telemetry_native_host.py",
             "scripts/trigger_eval.py",
-            "scripts/trust_check.py",
-            "scripts/upgrade_check.py"
+            "scripts/trust_check.py"
           ],
           "assets": [
             "templates/basic_skill.md.j2",
diff --git a/reports/context_budget.json b/reports/context_budget.json
index 8f37cc08..6c68778e 100644
--- a/reports/context_budget.json
+++ b/reports/context_budget.json
@@ -6,10 +6,10 @@
     "context_budget_tier": "production",
     "context_budget_limit": 1000,
     "skill_body_tokens": 751,
-    "other_text_tokens": 1096197,
+    "other_text_tokens": 1105224,
     "estimated_initial_load_tokens": 944,
-    "estimated_total_text_tokens": 1096948,
-    "relevant_file_count": 477,
+    "estimated_total_text_tokens": 1105975,
+    "relevant_file_count": 479,
     "unused_resource_dirs": [],
     "quality_signal_points": 130,
     "quality_density": 137.7
diff --git a/reports/install_simulation.json b/reports/install_simulation.json
index 30cde14b..67ca2c32 100644
--- a/reports/install_simulation.json
+++ b/reports/install_simulation.json
@@ -8,7 +8,7 @@
   "installed_skill_dir": "[temporary-install-root]/yao-meta-skill",
   "summary": {
     "archive_present": true,
-    "archive_entry_count": 557,
+    "archive_entry_count": 558,
     "archive_extracted": true,
     "entrypoint_loaded": true,
     "manifest_loaded": true,
diff --git a/reports/output_execution_runs.json b/reports/output_execution_runs.json
index 7c0f15d7..d883d398 100644
--- a/reports/output_execution_runs.json
+++ b/reports/output_execution_runs.json
@@ -34,7 +34,7 @@
       "execution_mode": "command",
       "model_executed": false,
       "command_executed": true,
-      "duration_ms": 27.65,
+      "duration_ms": 29.36,
       "provider": "local-output-eval-runner",
       "model": "",
       "usage": {
@@ -62,7 +62,7 @@
       "execution_mode": "command",
       "model_executed": false,
       "command_executed": true,
-      "duration_ms": 27.96,
+      "duration_ms": 28.61,
       "provider": "local-output-eval-runner",
       "model": "",
       "usage": {
@@ -85,7 +85,7 @@
       "execution_mode": "command",
       "model_executed": false,
       "command_executed": true,
-      "duration_ms": 27.98,
+      "duration_ms": 28.44,
       "provider": "local-output-eval-runner",
       "model": "",
       "usage": {
@@ -113,7 +113,7 @@
       "execution_mode": "command",
       "model_executed": false,
       "command_executed": true,
-      "duration_ms": 28.3,
+      "duration_ms": 28.46,
       "provider": "local-output-eval-runner",
       "model": "",
       "usage": {
@@ -136,7 +136,7 @@
       "execution_mode": "command",
       "model_executed": false,
       "command_executed": true,
-      "duration_ms": 29.47,
+      "duration_ms": 28.04,
       "provider": "local-output-eval-runner",
       "model": "",
       "usage": {
@@ -164,7 +164,7 @@
       "execution_mode": "command",
       "model_executed": false,
       "command_executed": true,
-      "duration_ms": 28.72,
+      "duration_ms": 28.85,
       "provider": "local-output-eval-runner",
       "model": "",
       "usage": {
@@ -187,7 +187,7 @@
       "execution_mode": "command",
       "model_executed": false,
       "command_executed": true,
-      "duration_ms": 29.11,
+      "duration_ms": 28.63,
       "provider": "local-output-eval-runner",
       "model": "",
       "usage": {
@@ -214,7 +214,7 @@
       "execution_mode": "command",
       "model_executed": false,
       "command_executed": true,
-      "duration_ms": 28.16,
+      "duration_ms": 28.65,
       "provider": "local-output-eval-runner",
       "model": "",
       "usage": {
@@ -237,7 +237,7 @@
       "execution_mode": "command",
       "model_executed": false,
       "command_executed": true,
-      "duration_ms": 27.95,
+      "duration_ms": 28.69,
       "provider": "local-output-eval-runner",
       "model": "",
       "usage": {
@@ -266,7 +266,7 @@
       "execution_mode": "command",
       "model_executed": false,
       "command_executed": true,
-      "duration_ms": 28.03,
+      "duration_ms": 29.97,
       "provider": "local-output-eval-runner",
       "model": "",
       "usage": {
diff --git a/reports/output_execution_runs.md b/reports/output_execution_runs.md
index 8e551415..c0d7adf2 100644
--- a/reports/output_execution_runs.md
+++ b/reports/output_execution_runs.md
@@ -23,16 +23,16 @@ Command runner evidence is present. This proves the eval harness executed an ext
 
 | Case | Variant | Mode | Model | Duration ms | Tokens | Score | Status |
 | --- | --- | --- | --- | ---: | ---: | ---: | --- |
-| skill-package-contract | baseline | command | local-output-eval-runner | 27.65 | 33 | 0.0 | pass |
-| skill-package-contract | with_skill | command | local-output-eval-runner | 27.96 | 73 | 100.0 | pass |
-| output-eval-expectation | baseline | command | local-output-eval-runner | 27.98 | 36 | 0.0 | pass |
-| output-eval-expectation | with_skill | command | local-output-eval-runner | 28.3 | 80 | 100.0 | pass |
-| ir-before-packaging | baseline | command | local-output-eval-runner | 29.47 | 33 | 0.0 | pass |
-| ir-before-packaging | with_skill | command | local-output-eval-runner | 28.72 | 80 | 100.0 | pass |
-| near-neighbor-boundary | baseline | command | local-output-eval-runner | 29.11 | 36 | 0.0 | pass |
-| near-neighbor-boundary | with_skill | command | local-output-eval-runner | 28.16 | 65 | 100.0 | pass |
-| file-backed-governed-package | baseline | command | local-output-eval-runner | 27.95 | 37 | 0.0 | pass |
-| file-backed-governed-package | with_skill | command | local-output-eval-runner | 28.03 | 98 | 100.0 | pass |
+| skill-package-contract | baseline | command | local-output-eval-runner | 29.36 | 33 | 0.0 | pass |
+| skill-package-contract | with_skill | command | local-output-eval-runner | 28.61 | 73 | 100.0 | pass |
+| output-eval-expectation | baseline | command | local-output-eval-runner | 28.44 | 36 | 0.0 | pass |
+| output-eval-expectation | with_skill | command | local-output-eval-runner | 28.46 | 80 | 100.0 | pass |
+| ir-before-packaging | baseline | command | local-output-eval-runner | 28.04 | 33 | 0.0 | pass |
+| ir-before-packaging | with_skill | command | local-output-eval-runner | 28.85 | 80 | 100.0 | pass |
+| near-neighbor-boundary | baseline | command | local-output-eval-runner | 28.63 | 36 | 0.0 | pass |
+| near-neighbor-boundary | with_skill | command | local-output-eval-runner | 28.65 | 65 | 100.0 | pass |
+| file-backed-governed-package | baseline | command | local-output-eval-runner | 28.69 | 37 | 0.0 | pass |
+| file-backed-governed-package | with_skill | command | local-output-eval-runner | 29.97 | 98 | 100.0 | pass |
 
 ## Next Fixes
 
diff --git a/reports/output_review_adjudication.json b/reports/output_review_adjudication.json
index 178315f9..f484553c 100644
--- a/reports/output_review_adjudication.json
+++ b/reports/output_review_adjudication.json
@@ -12,7 +12,11 @@
     "pending_answer_hidden_count": 5,
     "agreement_rate": null,
     "needs_review": true,
-    "failure_count": 0
+    "failure_count": 0,
+    "reviewer_checklist_count": 5,
+    "reviewer_checklist_pending_count": 5,
+    "reviewer_checklist_invalid_count": 0,
+    "reviewer_checklist_ready_count": 0
   },
   "reviewer": "",
   "reviewed_at": "",
@@ -76,5 +80,137 @@
       "prompt": "Turn the attached release brief source into a governed skill package."
     }
   ],
+  "reviewer_checklist": [
+    {
+      "case_id": "skill-package-contract",
+      "readiness": "awaiting-decision",
+      "blocking_reason": "Reviewer has not selected A or B yet; answer key remains hidden.",
+      "status": "pending",
+      "reviewer_winner_variant": "",
+      "answer_key_visible": false,
+      "prompt": "Turn this repeated workflow into a reusable team skill package.",
+      "blind_pack_path": "reports/output_blind_review_pack.json",
+      "decisions_path": "reports/output_review_decisions.json",
+      "commands": {
+        "write_template": "python3 scripts/adjudicate_output_review.py --write-template",
+        "adjudicate": "python3 scripts/yao.py output-review",
+        "refresh_review_studio": "python3 scripts/yao.py review-studio ."
+      },
+      "required_fields": {
+        "winner_variant": "A or B after reading only the blind review pack.",
+        "confidence": "Optional number from 0 to 1.",
+        "reason": "Short rationale; do not reveal baseline or with-skill labels before adjudication."
+      },
+      "privacy_contract": [
+        "Do not paste raw private user data into the decision reason.",
+        "Do not open the answer key before reviewer choices are recorded.",
+        "Leave winner_variant blank when the reviewer is not ready to decide."
+      ]
+    },
+    {
+      "case_id": "output-eval-expectation",
+      "readiness": "awaiting-decision",
+      "blocking_reason": "Reviewer has not selected A or B yet; answer key remains hidden.",
+      "status": "pending",
+      "reviewer_winner_variant": "",
+      "answer_key_visible": false,
+      "prompt": "Upgrade this production skill so we know whether the generated output is better than baseline.",
+      "blind_pack_path": "reports/output_blind_review_pack.json",
+      "decisions_path": "reports/output_review_decisions.json",
+      "commands": {
+        "write_template": "python3 scripts/adjudicate_output_review.py --write-template",
+        "adjudicate": "python3 scripts/yao.py output-review",
+        "refresh_review_studio": "python3 scripts/yao.py review-studio ."
+      },
+      "required_fields": {
+        "winner_variant": "A or B after reading only the blind review pack.",
+        "confidence": "Optional number from 0 to 1.",
+        "reason": "Short rationale; do not reveal baseline or with-skill labels before adjudication."
+      },
+      "privacy_contract": [
+        "Do not paste raw private user data into the decision reason.",
+        "Do not open the answer key before reviewer choices are recorded.",
+        "Leave winner_variant blank when the reviewer is not ready to decide."
+      ]
+    },
+    {
+      "case_id": "ir-before-packaging",
+      "readiness": "awaiting-decision",
+      "blocking_reason": "Reviewer has not selected A or B yet; answer key remains hidden.",
+      "status": "pending",
+      "reviewer_winner_variant": "",
+      "answer_key_visible": false,
+      "prompt": "Package this skill for OpenAI, Claude, Agent Skills, and generic targets.",
+      "blind_pack_path": "reports/output_blind_review_pack.json",
+      "decisions_path": "reports/output_review_decisions.json",
+      "commands": {
+        "write_template": "python3 scripts/adjudicate_output_review.py --write-template",
+        "adjudicate": "python3 scripts/yao.py output-review",
+        "refresh_review_studio": "python3 scripts/yao.py review-studio ."
+      },
+      "required_fields": {
+        "winner_variant": "A or B after reading only the blind review pack.",
+        "confidence": "Optional number from 0 to 1.",
+        "reason": "Short rationale; do not reveal baseline or with-skill labels before adjudication."
+      },
+      "privacy_contract": [
+        "Do not paste raw private user data into the decision reason.",
+        "Do not open the answer key before reviewer choices are recorded.",
+        "Leave winner_variant blank when the reviewer is not ready to decide."
+      ]
+    },
+    {
+      "case_id": "near-neighbor-boundary",
+      "readiness": "awaiting-decision",
+      "blocking_reason": "Reviewer has not selected A or B yet; answer key remains hidden.",
+      "status": "pending",
+      "reviewer_winner_variant": "",
+      "answer_key_visible": false,
+      "prompt": "I only need a one-off summary of these notes, not a reusable process.",
+      "blind_pack_path": "reports/output_blind_review_pack.json",
+      "decisions_path": "reports/output_review_decisions.json",
+      "commands": {
+        "write_template": "python3 scripts/adjudicate_output_review.py --write-template",
+        "adjudicate": "python3 scripts/yao.py output-review",
+        "refresh_review_studio": "python3 scripts/yao.py review-studio ."
+      },
+      "required_fields": {
+        "winner_variant": "A or B after reading only the blind review pack.",
+        "confidence": "Optional number from 0 to 1.",
+        "reason": "Short rationale; do not reveal baseline or with-skill labels before adjudication."
+      },
+      "privacy_contract": [
+        "Do not paste raw private user data into the decision reason.",
+        "Do not open the answer key before reviewer choices are recorded.",
+        "Leave winner_variant blank when the reviewer is not ready to decide."
+      ]
+    },
+    {
+      "case_id": "file-backed-governed-package",
+      "readiness": "awaiting-decision",
+      "blocking_reason": "Reviewer has not selected A or B yet; answer key remains hidden.",
+      "status": "pending",
+      "reviewer_winner_variant": "",
+      "answer_key_visible": false,
+      "prompt": "Turn the attached release brief source into a governed skill package.",
+      "blind_pack_path": "reports/output_blind_review_pack.json",
+      "decisions_path": "reports/output_review_decisions.json",
+      "commands": {
+        "write_template": "python3 scripts/adjudicate_output_review.py --write-template",
+        "adjudicate": "python3 scripts/yao.py output-review",
+        "refresh_review_studio": "python3 scripts/yao.py review-studio ."
+      },
+      "required_fields": {
+        "winner_variant": "A or B after reading only the blind review pack.",
+        "confidence": "Optional number from 0 to 1.",
+        "reason": "Short rationale; do not reveal baseline or with-skill labels before adjudication."
+      },
+      "privacy_contract": [
+        "Do not paste raw private user data into the decision reason.",
+        "Do not open the answer key before reviewer choices are recorded.",
+        "Leave winner_variant blank when the reviewer is not ready to decide."
+      ]
+    }
+  ],
   "failures": []
 }
diff --git a/reports/output_review_adjudication.md b/reports/output_review_adjudication.md
index 48d85c16..2fc622ce 100644
--- a/reports/output_review_adjudication.md
+++ b/reports/output_review_adjudication.md
@@ -9,6 +9,7 @@ This report adjudicates reviewer choices from the blind A/B output review pack a
 - Invalid decisions: `0`
 - Answer keys revealed: `0`
 - Pending/invalid answers hidden: `5`
+- Reviewer checklist: `0` ready / `5` total
 
 No reviewer decisions recorded yet.
 
@@ -25,6 +26,146 @@ Expected winners stay hidden until a valid reviewer decision is recorded.
 | near-neighbor-boundary | pending | hidden | pending |  |  |
 | file-backed-governed-package | pending | hidden | pending |  |  |
 
+## Reviewer Checklist
+
+| Case | Readiness | Answer key | Decision file |
+| --- | --- | --- | --- |
+| `skill-package-contract` | `awaiting-decision` | `hidden` | `reports/output_review_decisions.json` |
+| `output-eval-expectation` | `awaiting-decision` | `hidden` | `reports/output_review_decisions.json` |
+| `ir-before-packaging` | `awaiting-decision` | `hidden` | `reports/output_review_decisions.json` |
+| `near-neighbor-boundary` | `awaiting-decision` | `hidden` | `reports/output_review_decisions.json` |
+| `file-backed-governed-package` | `awaiting-decision` | `hidden` | `reports/output_review_decisions.json` |
+
+### skill-package-contract
+
+- readiness: `awaiting-decision`
+- blocking reason: Reviewer has not selected A or B yet; answer key remains hidden.
+- answer key visible: `false`
+- blind pack: `reports/output_blind_review_pack.json`
+- decisions: `reports/output_review_decisions.json`
+
+#### Commands
+
+- write_template: `python3 scripts/adjudicate_output_review.py --write-template`
+- adjudicate: `python3 scripts/yao.py output-review`
+- refresh_review_studio: `python3 scripts/yao.py review-studio .`
+
+#### Required Fields
+
+- winner_variant: A or B after reading only the blind review pack.
+- confidence: Optional number from 0 to 1.
+- reason: Short rationale; do not reveal baseline or with-skill labels before adjudication.
+
+#### Privacy Contract
+
+- Do not paste raw private user data into the decision reason.
+- Do not open the answer key before reviewer choices are recorded.
+- Leave winner_variant blank when the reviewer is not ready to decide.
+
+### output-eval-expectation
+
+- readiness: `awaiting-decision`
+- blocking reason: Reviewer has not selected A or B yet; answer key remains hidden.
+- answer key visible: `false`
+- blind pack: `reports/output_blind_review_pack.json`
+- decisions: `reports/output_review_decisions.json`
+
+#### Commands
+
+- write_template: `python3 scripts/adjudicate_output_review.py --write-template`
+- adjudicate: `python3 scripts/yao.py output-review`
+- refresh_review_studio: `python3 scripts/yao.py review-studio .`
+
+#### Required Fields
+
+- winner_variant: A or B after reading only the blind review pack.
+- confidence: Optional number from 0 to 1.
+- reason: Short rationale; do not reveal baseline or with-skill labels before adjudication.
+
+#### Privacy Contract
+
+- Do not paste raw private user data into the decision reason.
+- Do not open the answer key before reviewer choices are recorded.
+- Leave winner_variant blank when the reviewer is not ready to decide.
+
+### ir-before-packaging
+
+- readiness: `awaiting-decision`
+- blocking reason: Reviewer has not selected A or B yet; answer key remains hidden.
+- answer key visible: `false`
+- blind pack: `reports/output_blind_review_pack.json`
+- decisions: `reports/output_review_decisions.json`
+
+#### Commands
+
+- write_template: `python3 scripts/adjudicate_output_review.py --write-template`
+- adjudicate: `python3 scripts/yao.py output-review`
+- refresh_review_studio: `python3 scripts/yao.py review-studio .`
+
+#### Required Fields
+
+- winner_variant: A or B after reading only the blind review pack.
+- confidence: Optional number from 0 to 1.
+- reason: Short rationale; do not reveal baseline or with-skill labels before adjudication.
+
+#### Privacy Contract
+
+- Do not paste raw private user data into the decision reason.
+- Do not open the answer key before reviewer choices are recorded.
+- Leave winner_variant blank when the reviewer is not ready to decide.
+
+### near-neighbor-boundary
+
+- readiness: `awaiting-decision`
+- blocking reason: Reviewer has not selected A or B yet; answer key remains hidden.
+- answer key visible: `false`
+- blind pack: `reports/output_blind_review_pack.json`
+- decisions: `reports/output_review_decisions.json`
+
+#### Commands
+
+- write_template: `python3 scripts/adjudicate_output_review.py --write-template`
+- adjudicate: `python3 scripts/yao.py output-review`
+- refresh_review_studio: `python3 scripts/yao.py review-studio .`
+
+#### Required Fields
+
+- winner_variant: A or B after reading only the blind review pack.
+- confidence: Optional number from 0 to 1.
+- reason: Short rationale; do not reveal baseline or with-skill labels before adjudication.
+
+#### Privacy Contract
+
+- Do not paste raw private user data into the decision reason.
+- Do not open the answer key before reviewer choices are recorded.
+- Leave winner_variant blank when the reviewer is not ready to decide.
+
+### file-backed-governed-package
+
+- readiness: `awaiting-decision`
+- blocking reason: Reviewer has not selected A or B yet; answer key remains hidden.
+- answer key visible: `false`
+- blind pack: `reports/output_blind_review_pack.json`
+- decisions: `reports/output_review_decisions.json`
+
+#### Commands
+
+- write_template: `python3 scripts/adjudicate_output_review.py --write-template`
+- adjudicate: `python3 scripts/yao.py output-review`
+- refresh_review_studio: `python3 scripts/yao.py review-studio .`
+
+#### Required Fields
+
+- winner_variant: A or B after reading only the blind review pack.
+- confidence: Optional number from 0 to 1.
+- reason: Short rationale; do not reveal baseline or with-skill labels before adjudication.
+
+#### Privacy Contract
+
+- Do not paste raw private user data into the decision reason.
+- Do not open the answer key before reviewer choices are recorded.
+- Leave winner_variant blank when the reviewer is not ready to decide.
+
 ## Next Fixes
 
 - Keep the blind review pack separate from the answer key until decisions are recorded.
diff --git a/reports/package_verification.json b/reports/package_verification.json
index 31298d3d..48e9d396 100644
--- a/reports/package_verification.json
+++ b/reports/package_verification.json
@@ -8,8 +8,8 @@
     "target_count": 4,
     "adapter_count": 4,
     "archive_present": true,
-    "archive_sha256": "2c2f2d3a4fffe1dfc54e282c1058efc1d3476b7de588f8e9167b26a7428a63d2",
-    "archive_entry_count": 557,
+    "archive_sha256": "5d160bd148b5febdf20537e481703a695dab8d8f8a2cfe21cc1ee101e375546a",
+    "archive_entry_count": 558,
     "failure_count": 0,
     "warning_count": 0
   },
diff --git a/reports/package_verification.md b/reports/package_verification.md
index a0fbe74a..f4d51886 100644
--- a/reports/package_verification.md
+++ b/reports/package_verification.md
@@ -4,7 +4,7 @@
 - Package directory: `dist`
 - Targets: `4 / 4` adapters present
 - Archive present: `True`
-- Archive SHA256: `2c2f2d3a4fffe1dfc54e282c1058efc1d3476b7de588f8e9167b26a7428a63d2`
+- Archive SHA256: `5d160bd148b5febdf20537e481703a695dab8d8f8a2cfe21cc1ee101e375546a`
 - Failures: `0`
 - Warnings: `0`
 
diff --git a/reports/python_compatibility.json b/reports/python_compatibility.json
index e235bf3e..b1c9b327 100644
--- a/reports/python_compatibility.json
+++ b/reports/python_compatibility.json
@@ -5,7 +5,7 @@
   "root": ".",
   "summary": {
     "target_python": "3.11",
-    "file_count": 148,
+    "file_count": 149,
     "issue_count": 0,
     "syntax_error_count": 0,
     "fstring_311_violation_count": 0,
@@ -418,6 +418,12 @@
       "issue_count": 0,
       "issues": []
     },
+    {
+      "path": "scripts/review_studio_output_review.py",
+      "ok": true,
+      "issue_count": 0,
+      "issues": []
+    },
     {
       "path": "scripts/review_studio_world_class.py",
       "ok": true,
diff --git a/reports/python_compatibility.md b/reports/python_compatibility.md
index 3df4d50b..38fb4b1a 100644
--- a/reports/python_compatibility.md
+++ b/reports/python_compatibility.md
@@ -6,7 +6,7 @@ Generated at: `2026-06-14`
 
 - decision: `pass`
 - target python: `3.11`
-- files scanned: `148`
+- files scanned: `149`
 - issues: `0`
 - syntax errors: `0`
 - f-string 3.11 violations: `0`
diff --git a/reports/registry_audit.json b/reports/registry_audit.json
index c2885a32..59a8b631 100644
--- a/reports/registry_audit.json
+++ b/reports/registry_audit.json
@@ -21,8 +21,8 @@
     "trust_level": "local",
     "license": "MIT",
     "checksums": {
-      "package_sha256": "f34bc1b155763d5269ae0ae904de35383fd4d0000006af8ad7a6c85ab7ce4b20",
-      "archive_sha256": "2c2f2d3a4fffe1dfc54e282c1058efc1d3476b7de588f8e9167b26a7428a63d2"
+      "package_sha256": "60817db29dd8d235751c67311b180e889b1c79577968883e3cf2df07dcb1875c",
+      "archive_sha256": "5d160bd148b5febdf20537e481703a695dab8d8f8a2cfe21cc1ee101e375546a"
     },
     "compatibility": {
       "openai": "pass",
@@ -53,7 +53,7 @@
     },
     "distribution": {
       "archive_verified": true,
-      "archive_sha256": "2c2f2d3a4fffe1dfc54e282c1058efc1d3476b7de588f8e9167b26a7428a63d2",
+      "archive_sha256": "5d160bd148b5febdf20537e481703a695dab8d8f8a2cfe21cc1ee101e375546a",
       "package_verification": "reports/package_verification.json",
       "install_simulated": true,
       "install_simulation": "reports/install_simulation.json"
@@ -78,7 +78,7 @@
           "vscode"
         ],
         "package_metadata": "registry/packages/yao-meta-skill.json",
-        "package_sha256": "f34bc1b155763d5269ae0ae904de35383fd4d0000006af8ad7a6c85ab7ce4b20"
+        "package_sha256": "60817db29dd8d235751c67311b180e889b1c79577968883e3cf2df07dcb1875c"
       }
     ]
   },
diff --git a/reports/registry_audit.md b/reports/registry_audit.md
index 39a27c8a..cc44979e 100644
--- a/reports/registry_audit.md
+++ b/reports/registry_audit.md
@@ -6,8 +6,8 @@
 - Maturity: `governed`
 - Owner: `Yao Team`
 - License: `MIT`
-- Package SHA256: `f34bc1b155763d5269ae0ae904de35383fd4d0000006af8ad7a6c85ab7ce4b20`
-- Archive SHA256: `2c2f2d3a4fffe1dfc54e282c1058efc1d3476b7de588f8e9167b26a7428a63d2`
+- Package SHA256: `60817db29dd8d235751c67311b180e889b1c79577968883e3cf2df07dcb1875c`
+- Archive SHA256: `5d160bd148b5febdf20537e481703a695dab8d8f8a2cfe21cc1ee101e375546a`
 - Install simulated: `True`
 
 ## Compatibility
diff --git a/reports/review-studio.html b/reports/review-studio.html
index 26667a79..5f8eb2bd 100644
--- a/reports/review-studio.html
+++ b/reports/review-studio.html
@@ -220,6 +220,77 @@
       margin: 0;
       padding-left: 18px;
     }
+    .output-review-grid {
+      display: grid;
+      grid-template-columns: minmax(0, 1fr);
+      gap: 16px;
+      margin-top: 16px;
+    }
+    .output-review-card {
+      border: 1px solid var(--line);
+      border-radius: 8px;
+      padding: 18px;
+      background: #fff;
+      display: grid;
+      gap: 12px;
+      min-width: 0;
+    }
+    .output-review-card.awaiting-decision,
+    .output-review-card.fix-decision { border-left: 4px solid var(--warn); }
+    .output-review-card.adjudicated { border-left: 4px solid var(--pass); }
+    .output-review-card span,
+    .output-review-card p,
+    .output-review-card dd,
+    .output-review-card li {
+      color: var(--muted);
+      font-size: 14px;
+      overflow-wrap: anywhere;
+    }
+    .output-review-card dl {
+      display: grid;
+      grid-template-columns: 86px minmax(0, 1fr);
+      gap: 6px 10px;
+      margin: 0;
+    }
+    .output-review-card dt { color: var(--ink); font-size: 14px; }
+    .output-review-card dd { margin: 0; min-width: 0; }
+    .output-review-steps {
+      display: grid;
+      grid-template-columns: repeat(3, minmax(0, 1fr));
+      gap: 12px;
+      border-top: 1px solid var(--line);
+      padding-top: 12px;
+    }
+    .output-review-steps h4 {
+      margin: 0 0 6px;
+      color: var(--ink);
+      font-size: 14px;
+      font-weight: 500;
+    }
+    .output-review-steps ul {
+      margin: 0;
+      padding-left: 18px;
+    }
+    .output-review-commands,
+    .output-review-fields {
+      list-style: none;
+      padding: 0;
+      display: grid;
+      gap: 8px;
+    }
+    .output-review-commands li,
+    .output-review-fields li {
+      display: grid;
+      gap: 2px;
+      min-width: 0;
+      padding: 8px 0 0;
+      border-top: 1px solid var(--line);
+    }
+    .output-review-commands code {
+      overflow-wrap: anywhere;
+      white-space: normal;
+      display: block;
+    }
     .world-intake-grid {
       display: grid;
       grid-template-columns: minmax(0, 1fr);
@@ -340,7 +411,7 @@
       font-size: 13px;
     }
     @media (max-width: 980px) {
-      .metrics, .gates, .twocol, .actions-grid, .annotations-grid, .world-evidence-grid, .world-evidence-columns, .world-intake-grid, .world-intake-steps, .kv-grid { grid-template-columns: 1fr; }
+      .metrics, .gates, .twocol, .actions-grid, .annotations-grid, .output-review-grid, .output-review-steps, .world-evidence-grid, .world-evidence-columns, .world-intake-grid, .world-intake-steps, .kv-grid { grid-template-columns: 1fr; }
       main { padding: 32px 18px 60px; }
       nav { justify-content: flex-start; overflow-x: auto; flex-wrap: nowrap; }
       nav a { flex: 0 0 auto; }
@@ -363,12 +434,12 @@
 
     <section>
       <h2>核心指标</h2>
-      <div class="metrics"><article class='metric'><span>Skill IR</span><strong>2.0.0</strong><p>5 targets in platform-neutral contract</p></article><article class='metric'><span>Compiler</span><strong>5/5</strong><p>target contracts compiled from Skill IR</p></article><article class='metric'><span>Output Delta</span><strong>100.0</strong><p>5 cases; 1 file-backed</p></article><article class='metric'><span>Exec Runs</span><strong>10</strong><p>command 10; model 0; recorded 0</p></article><article class='metric'><span>Blind A/B</span><strong>5</strong><p>review pairs hide baseline vs with-skill labels</p></article><article class='metric'><span>Review A/B</span><strong>0/5</strong><p>adjudication decisions; pending 5</p></article><article class='metric'><span>Blueprint</span><strong>20/20</strong><p>2.0 coverage; evidence pending 4</p></article><article class='metric'><span>Runtime</span><strong>5/5</strong><p>target conformance pass rate</p></article><article class='metric'><span>Perm Probe</span><strong>4/4</strong><p>0 native enforcement targets</p></article><article class='metric'><span>Trust</span><strong>0</strong><p>89 scripts scanned; secrets found</p></article><article class='metric'><span>Py Compat</span><strong>0</strong><p>148 files scanned for Python 3.11</p></article><article class='metric'><span>Arch Debt</span><strong>0</strong><p>895 largest lines; 33 CLI handlers</p></article><article class='metric'><span>Atlas</span><strong>5</strong><p>12 scanned skills; route collisions</p></article><article class='metric'><span>Drift</span><strong>low</strong><p>1 metadata events; 0 missed triggers</p></article><article class='metric'><span>Waivers</span><strong>0</strong><p>0 gates covered; human risk decisions</p></article><article class='metric'><span>Intake</span><strong>4/4</strong><p>0 valid submissions; 0 invalid</p></article><article class='metric'><span>Claim Guard</span><strong>0</strong><p>68 public surfaces scanned</p></article><article class='metric'><span>Notes</span><strong>0/0</strong><p>0 open blocker annotations</p></article><article class='metric'><span>Registry</span><strong>1.1.0</strong><p>5 targets; MIT license</p></article><article class='metric'><span>Archive</span><strong>pass</strong><p>557 zip entries; package verification</p></article><article class='metric'><span>Install</span><strong>pass</strong><p>4 adapters; 12 permissions enforced; 0 permission failures</p></article><article class='metric'><span>Upgrade</span><strong>minor</strong><p>declared minor; 0 breaking changes</p></article></div>
+      <div class="metrics"><article class='metric'><span>Skill IR</span><strong>2.0.0</strong><p>5 targets in platform-neutral contract</p></article><article class='metric'><span>Compiler</span><strong>5/5</strong><p>target contracts compiled from Skill IR</p></article><article class='metric'><span>Output Delta</span><strong>100.0</strong><p>5 cases; 1 file-backed</p></article><article class='metric'><span>Exec Runs</span><strong>10</strong><p>command 10; model 0; recorded 0</p></article><article class='metric'><span>Blind A/B</span><strong>5</strong><p>review pairs hide baseline vs with-skill labels</p></article><article class='metric'><span>Review A/B</span><strong>0/5</strong><p>adjudication decisions; pending 5</p></article><article class='metric'><span>Blueprint</span><strong>20/20</strong><p>2.0 coverage; evidence pending 4</p></article><article class='metric'><span>Runtime</span><strong>5/5</strong><p>target conformance pass rate</p></article><article class='metric'><span>Perm Probe</span><strong>4/4</strong><p>0 native enforcement targets</p></article><article class='metric'><span>Trust</span><strong>0</strong><p>90 scripts scanned; secrets found</p></article><article class='metric'><span>Py Compat</span><strong>0</strong><p>149 files scanned for Python 3.11</p></article><article class='metric'><span>Arch Debt</span><strong>0</strong><p>899 largest lines; 33 CLI handlers</p></article><article class='metric'><span>Atlas</span><strong>5</strong><p>12 scanned skills; route collisions</p></article><article class='metric'><span>Drift</span><strong>low</strong><p>1 metadata events; 0 missed triggers</p></article><article class='metric'><span>Waivers</span><strong>0</strong><p>0 gates covered; human risk decisions</p></article><article class='metric'><span>Intake</span><strong>4/4</strong><p>0 valid submissions; 0 invalid</p></article><article class='metric'><span>Claim Guard</span><strong>0</strong><p>68 public surfaces scanned</p></article><article class='metric'><span>Notes</span><strong>0/0</strong><p>0 open blocker annotations</p></article><article class='metric'><span>Registry</span><strong>1.1.0</strong><p>5 targets; MIT license</p></article><article class='metric'><span>Archive</span><strong>pass</strong><p>558 zip entries; package verification</p></article><article class='metric'><span>Install</span><strong>pass</strong><p>4 adapters; 12 permissions enforced; 0 permission failures</p></article><article class='metric'><span>Upgrade</span><strong>minor</strong><p>declared minor; 0 breaking changes</p></article></div>
     </section>
 
     <section>
       <h2>审查闸门</h2>
-      <div class="gates"><article class='gate pass'><div><span>通过</span><h3>意图画布</h3></div><p>intent confidence 100/100; Intent is clear enough to package the first routeable version.</p><footer>reports/intent-confidence.json <a href='intent-confidence.md'>证据</a></footer></article><article class='gate pass'><div><span>通过</span><h3>触发实验</h3></div><p>13 trigger cases; 0 misroutes; 0 ambiguous</p><footer>reports/route_scorecard.json <a href='route_scorecard.md'>证据</a></footer></article><article class='gate warn'><div><span>关注</span><h3>输出实验</h3></div><p>5/5 cases; with-skill 100.0; baseline 0.0; file-backed 1; near-neighbor 1; blind A/B 5; exec 10; command 10; model 0; recorded 0; reviewed 0/5; review pending 5</p><footer>reports/output_quality_scorecard.json <a href='output_quality_scorecard.md'>证据</a></footer></article><article class='gate pass'><div><span>通过</span><h3>上下文</h3></div><p>initial load 944/1000; quality density 137.7</p><footer>reports/context_budget.json <a href='context_budget.md'>证据</a></footer></article><article class='gate pass'><div><span>通过</span><h3>运行矩阵</h3></div><p>5 / 5 targets pass</p><footer>reports/conformance_matrix.json <a href='conformance_matrix.md'>证据</a></footer></article><article class='gate pass'><div><span>通过</span><h3>信任报告</h3></div><p>0 secrets; 89 scripts; 3 network-capable scripts; 0 help smoke failures</p><footer>reports/security_trust_report.json <a href='security_trust_report.md'>证据</a></footer></article><article class='gate pass'><div><span>通过</span><h3>Python 兼容</h3></div><p>Python 3.11; 148 files; 0 compatibility issues; 0 syntax; 0 f-string 3.11 hazards</p><footer>reports/python_compatibility.json <a href='python_compatibility.md'>证据</a></footer></article><article class='gate pass'><div><span>通过</span><h3>架构维护</h3></div><p>145 Python files; 0 hotspots; 0 blockers; largest 895 lines; 33 CLI handlers</p><footer>reports/architecture_maintainability.json <a href='architecture_maintainability.md'>证据</a></footer></article><article class='gate pass'><div><span>通过</span><h3>权限批准</h3></div><p>3/3 permissions approved; gaps 0; required file_write, network, subprocess</p><footer>reports/security_trust_report.json + security/permission_policy.json <a href='../security/permission_policy.md'>证据</a></footer></article><article class='gate pass'><div><span>通过</span><h3>权限探针</h3></div><p>4/4 targets probed; native 0; metadata fallback 4; residual risks 4</p><footer>reports/runtime_permission_probes.json <a href='runtime_permission_probes.md'>证据</a></footer></article><article class='gate pass'><div><span>通过</span><h3>组合治理</h3></div><p>12 skills, 1 actionable; 0 actionable route collisions; 0 actionable owner gaps; 0 actionable stale; 0 actionable drift; 24 scoped non-actionable issues</p><footer>reports/skill_atlas.json <a href='skill_atlas.html'>证据</a></footer></article><article class='gate pass'><div><span>通过</span><h3>运营回路</h3></div><p>1 metadata events; adoption 0; missed 0; bad-output 0; risk low</p><footer>reports/adoption_drift_report.json <a href='adoption_drift_report.md'>证据</a></footer></article><article class='gate warn'><div><span>关注</span><h3>人工批准</h3></div><p>0 active waivers; 1 warning gates still need reviewer decision</p><footer>reports/review_waivers.json <a href='review_waivers.md'>证据</a></footer></article><article class='gate warn'><div><span>关注</span><h3>世界证据</h3></div><p>4 pending world-class evidence entries; 1 human pending; 3 external pending; overclaim guard true</p><footer>reports/world_class_evidence_ledger.json <a href='world_class_evidence_ledger.md'>证据</a></footer></article><article class='gate pass'><div><span>通过</span><h3>注册审计</h3></div><p>yao-meta-skill 1.1.0; 6/6 compatibility entries pass; install pass with 4 adapters; installer permissions 12 enforced / 0 failures</p><footer>reports/registry_audit.json + reports/install_simulation.json <a href='registry_audit.md'>证据</a></footer></article><article class='gate pass'><div><span>通过</span><h3>发布路线</h3></div><p>0 promote; 3 keep current; 0 blocked; upgrade minor declared / minor recommended</p><footer>reports/promotion_decisions.json + reports/upgrade_check.json + docs/migration-v2.md <a href='promotion_decisions.md'>证据</a></footer></article></div>
+      <div class="gates"><article class='gate pass'><div><span>通过</span><h3>意图画布</h3></div><p>intent confidence 100/100; Intent is clear enough to package the first routeable version.</p><footer>reports/intent-confidence.json <a href='intent-confidence.md'>证据</a></footer></article><article class='gate pass'><div><span>通过</span><h3>触发实验</h3></div><p>13 trigger cases; 0 misroutes; 0 ambiguous</p><footer>reports/route_scorecard.json <a href='route_scorecard.md'>证据</a></footer></article><article class='gate warn'><div><span>关注</span><h3>输出实验</h3></div><p>5/5 cases; with-skill 100.0; baseline 0.0; file-backed 1; near-neighbor 1; blind A/B 5; exec 10; command 10; model 0; recorded 0; reviewed 0/5; review pending 5</p><footer>reports/output_quality_scorecard.json <a href='output_quality_scorecard.md'>证据</a></footer></article><article class='gate pass'><div><span>通过</span><h3>上下文</h3></div><p>initial load 944/1000; quality density 137.7</p><footer>reports/context_budget.json <a href='context_budget.md'>证据</a></footer></article><article class='gate pass'><div><span>通过</span><h3>运行矩阵</h3></div><p>5 / 5 targets pass</p><footer>reports/conformance_matrix.json <a href='conformance_matrix.md'>证据</a></footer></article><article class='gate pass'><div><span>通过</span><h3>信任报告</h3></div><p>0 secrets; 90 scripts; 3 network-capable scripts; 0 help smoke failures</p><footer>reports/security_trust_report.json <a href='security_trust_report.md'>证据</a></footer></article><article class='gate pass'><div><span>通过</span><h3>Python 兼容</h3></div><p>Python 3.11; 149 files; 0 compatibility issues; 0 syntax; 0 f-string 3.11 hazards</p><footer>reports/python_compatibility.json <a href='python_compatibility.md'>证据</a></footer></article><article class='gate pass'><div><span>通过</span><h3>架构维护</h3></div><p>146 Python files; 0 hotspots; 0 blockers; largest 899 lines; 33 CLI handlers</p><footer>reports/architecture_maintainability.json <a href='architecture_maintainability.md'>证据</a></footer></article><article class='gate pass'><div><span>通过</span><h3>权限批准</h3></div><p>3/3 permissions approved; gaps 0; required file_write, network, subprocess</p><footer>reports/security_trust_report.json + security/permission_policy.json <a href='../security/permission_policy.md'>证据</a></footer></article><article class='gate pass'><div><span>通过</span><h3>权限探针</h3></div><p>4/4 targets probed; native 0; metadata fallback 4; residual risks 4</p><footer>reports/runtime_permission_probes.json <a href='runtime_permission_probes.md'>证据</a></footer></article><article class='gate pass'><div><span>通过</span><h3>组合治理</h3></div><p>12 skills, 1 actionable; 0 actionable route collisions; 0 actionable owner gaps; 0 actionable stale; 0 actionable drift; 24 scoped non-actionable issues</p><footer>reports/skill_atlas.json <a href='skill_atlas.html'>证据</a></footer></article><article class='gate pass'><div><span>通过</span><h3>运营回路</h3></div><p>1 metadata events; adoption 0; missed 0; bad-output 0; risk low</p><footer>reports/adoption_drift_report.json <a href='adoption_drift_report.md'>证据</a></footer></article><article class='gate warn'><div><span>关注</span><h3>人工批准</h3></div><p>0 active waivers; 1 warning gates still need reviewer decision</p><footer>reports/review_waivers.json <a href='review_waivers.md'>证据</a></footer></article><article class='gate warn'><div><span>关注</span><h3>世界证据</h3></div><p>4 pending world-class evidence entries; 1 human pending; 3 external pending; overclaim guard true</p><footer>reports/world_class_evidence_ledger.json <a href='world_class_evidence_ledger.md'>证据</a></footer></article><article class='gate pass'><div><span>通过</span><h3>注册审计</h3></div><p>yao-meta-skill 1.1.0; 6/6 compatibility entries pass; install pass with 4 adapters; installer permissions 12 enforced / 0 failures</p><footer>reports/registry_audit.json + reports/install_simulation.json <a href='registry_audit.md'>证据</a></footer></article><article class='gate pass'><div><span>通过</span><h3>发布路线</h3></div><p>0 promote; 3 keep current; 0 blocked; upgrade minor declared / minor recommended</p><footer>reports/promotion_decisions.json + reports/upgrade_check.json + docs/migration-v2.md <a href='promotion_decisions.md'>证据</a></footer></article></div>
     </section>
 
     <div class="twocol">
@@ -410,9 +481,10 @@
 
     <section class="twocol">
       <div class="panel"><h2>盲评包</h2><dl class='kv-grid'><div><dt>Pair Count</dt><dd>5</dd></div><div><dt>Answer Key Separate</dt><dd>是</dd></div><div><dt>With Skill Hidden Count</dt><dd>5</dd></div></dl></div>
-      <div class="panel"><h2>审定报告</h2><dl class='kv-grid'><div><dt>Pair Count</dt><dd>5</dd></div><div><dt>Judgment Count</dt><dd>0</dd></div><div><dt>待审</dt><dd>5</dd></div><div><dt>Agreement Count</dt><dd>0</dd></div><div><dt>Disagreement Count</dt><dd>0</dd></div><div><dt>Invalid Decision Count</dt><dd>0</dd></div><div><dt>答案揭示</dt><dd>0</dd></div><div><dt>答案隐藏</dt><dd>5</dd></div></dl></div>
+      <div class="panel"><h2>审定报告</h2><dl class='kv-grid'><div><dt>Pair Count</dt><dd>5</dd></div><div><dt>Judgment Count</dt><dd>0</dd></div><div><dt>待审</dt><dd>5</dd></div><div><dt>Agreement Count</dt><dd>0</dd></div><div><dt>Disagreement Count</dt><dd>0</dd></div><div><dt>Invalid Decision Count</dt><dd>0</dd></div><div><dt>答案揭示</dt><dd>0</dd></div><div><dt>答案隐藏</dt><dd>5</dd></div><div><dt>Reviewer Checklist Count</dt><dd>5</dd></div><div><dt>Reviewer Checklist Pending Count</dt><dd>5</dd></div></dl></div>
     </section>
 
+    <section><h2>评审清单</h2><p class='muted'>每张卡片对应一个 blind A/B case，说明当前是否待判、答案是否仍隐藏、应填写的决策文件、有效字段和复跑命令。</p><div class='output-review-grid'><article class='output-review-card awaiting-decision'><div><span>awaiting-decision · 答案隐藏</span><h3>skill-package-contract</h3></div><p>Reviewer has not selected A or B yet; answer key remains hidden.</p><dl><dt>盲评包</dt><dd><code>reports/output_blind_review_pack.json</code></dd><dt>决策表</dt><dd><code>reports/output_review_decisions.json</code></dd><dt>提示词</dt><dd>Turn this repeated workflow into a reusable team skill package.</dd></dl><div class='output-review-steps'><div><h4>操作命令</h4><ul class='output-review-commands'><li><span>write_template</span><code>python3 scripts/adjudicate_output_review.py --write-template</code></li><li><span>adjudicate</span><code>python3 scripts/yao.py output-review</code></li><li><span>refresh_review_studio</span><code>python3 scripts/yao.py review-studio .</code></li></ul></div><div><h4>字段要求</h4><ul class='output-review-fields'><li><strong>winner_variant</strong><span>A or B after reading only the blind review pack.</span></li><li><strong>confidence</strong><span>Optional number from 0 to 1.</span></li><li><strong>reason</strong><span>Short rationale; do not reveal baseline or with-skill labels before adjudication.</span></li></ul></div><div><h4>隐私边界</h4><ul><li>Do not paste raw private user data into the decision reason.</li><li>Do not open the answer key before reviewer choices are recorded.</li><li>Leave winner_variant blank when the reviewer is not ready to decide.</li></ul></div></div></article><article class='output-review-card awaiting-decision'><div><span>awaiting-decision · 答案隐藏</span><h3>output-eval-expectation</h3></div><p>Reviewer has not selected A or B yet; answer key remains hidden.</p><dl><dt>盲评包</dt><dd><code>reports/output_blind_review_pack.json</code></dd><dt>决策表</dt><dd><code>reports/output_review_decisions.json</code></dd><dt>提示词</dt><dd>Upgrade this production skill so we know whether the generated output is better than baseline.</dd></dl><div class='output-review-steps'><div><h4>操作命令</h4><ul class='output-review-commands'><li><span>write_template</span><code>python3 scripts/adjudicate_output_review.py --write-template</code></li><li><span>adjudicate</span><code>python3 scripts/yao.py output-review</code></li><li><span>refresh_review_studio</span><code>python3 scripts/yao.py review-studio .</code></li></ul></div><div><h4>字段要求</h4><ul class='output-review-fields'><li><strong>winner_variant</strong><span>A or B after reading only the blind review pack.</span></li><li><strong>confidence</strong><span>Optional number from 0 to 1.</span></li><li><strong>reason</strong><span>Short rationale; do not reveal baseline or with-skill labels before adjudication.</span></li></ul></div><div><h4>隐私边界</h4><ul><li>Do not paste raw private user data into the decision reason.</li><li>Do not open the answer key before reviewer choices are recorded.</li><li>Leave winner_variant blank when the reviewer is not ready to decide.</li></ul></div></div></article><article class='output-review-card awaiting-decision'><div><span>awaiting-decision · 答案隐藏</span><h3>ir-before-packaging</h3></div><p>Reviewer has not selected A or B yet; answer key remains hidden.</p><dl><dt>盲评包</dt><dd><code>reports/output_blind_review_pack.json</code></dd><dt>决策表</dt><dd><code>reports/output_review_decisions.json</code></dd><dt>提示词</dt><dd>Package this skill for OpenAI, Claude, Agent Skills, and generic targets.</dd></dl><div class='output-review-steps'><div><h4>操作命令</h4><ul class='output-review-commands'><li><span>write_template</span><code>python3 scripts/adjudicate_output_review.py --write-template</code></li><li><span>adjudicate</span><code>python3 scripts/yao.py output-review</code></li><li><span>refresh_review_studio</span><code>python3 scripts/yao.py review-studio .</code></li></ul></div><div><h4>字段要求</h4><ul class='output-review-fields'><li><strong>winner_variant</strong><span>A or B after reading only the blind review pack.</span></li><li><strong>confidence</strong><span>Optional number from 0 to 1.</span></li><li><strong>reason</strong><span>Short rationale; do not reveal baseline or with-skill labels before adjudication.</span></li></ul></div><div><h4>隐私边界</h4><ul><li>Do not paste raw private user data into the decision reason.</li><li>Do not open the answer key before reviewer choices are recorded.</li><li>Leave winner_variant blank when the reviewer is not ready to decide.</li></ul></div></div></article><article class='output-review-card awaiting-decision'><div><span>awaiting-decision · 答案隐藏</span><h3>near-neighbor-boundary</h3></div><p>Reviewer has not selected A or B yet; answer key remains hidden.</p><dl><dt>盲评包</dt><dd><code>reports/output_blind_review_pack.json</code></dd><dt>决策表</dt><dd><code>reports/output_review_decisions.json</code></dd><dt>提示词</dt><dd>I only need a one-off summary of these notes, not a reusable process.</dd></dl><div class='output-review-steps'><div><h4>操作命令</h4><ul class='output-review-commands'><li><span>write_template</span><code>python3 scripts/adjudicate_output_review.py --write-template</code></li><li><span>adjudicate</span><code>python3 scripts/yao.py output-review</code></li><li><span>refresh_review_studio</span><code>python3 scripts/yao.py review-studio .</code></li></ul></div><div><h4>字段要求</h4><ul class='output-review-fields'><li><strong>winner_variant</strong><span>A or B after reading only the blind review pack.</span></li><li><strong>confidence</strong><span>Optional number from 0 to 1.</span></li><li><strong>reason</strong><span>Short rationale; do not reveal baseline or with-skill labels before adjudication.</span></li></ul></div><div><h4>隐私边界</h4><ul><li>Do not paste raw private user data into the decision reason.</li><li>Do not open the answer key before reviewer choices are recorded.</li><li>Leave winner_variant blank when the reviewer is not ready to decide.</li></ul></div></div></article><article class='output-review-card awaiting-decision'><div><span>awaiting-decision · 答案隐藏</span><h3>file-backed-governed-package</h3></div><p>Reviewer has not selected A or B yet; answer key remains hidden.</p><dl><dt>盲评包</dt><dd><code>reports/output_blind_review_pack.json</code></dd><dt>决策表</dt><dd><code>reports/output_review_decisions.json</code></dd><dt>提示词</dt><dd>Turn the attached release brief source into a governed skill package.</dd></dl><div class='output-review-steps'><div><h4>操作命令</h4><ul class='output-review-commands'><li><span>write_template</span><code>python3 scripts/adjudicate_output_review.py --write-template</code></li><li><span>adjudicate</span><code>python3 scripts/yao.py output-review</code></li><li><span>refresh_review_studio</span><code>python3 scripts/yao.py review-studio .</code></li></ul></div><div><h4>字段要求</h4><ul class='output-review-fields'><li><strong>winner_variant</strong><span>A or B after reading only the blind review pack.</span></li><li><strong>confidence</strong><span>Optional number from 0 to 1.</span></li><li><strong>reason</strong><span>Short rationale; do not reveal baseline or with-skill labels before adjudication.</span></li></ul></div><div><h4>隐私边界</h4><ul><li>Do not paste raw private user data into the decision reason.</li><li>Do not open the answer key before reviewer choices are recorded.</li><li>Leave winner_variant blank when the reviewer is not ready to decide.</li></ul></div></div></article></div></section>
     <section class="twocol">
       <div class="panel"><h2>发布标准</h2><p>Governed 和 Library 至少需要 5 个 output eval cases，并覆盖 file-backed、near-neighbor、boundary case、execution evidence 和 blind A/B review pack。</p></div>
       <div class="panel"><h2>人工结论</h2><p>没有 reviewer 决策时只显示 pending；只有真实决策文件会进入一致率和分歧统计。</p></div>
@@ -434,12 +506,12 @@
     </section>
 
     <section id="trust" class="twocol">
-      <div class="panel"><h2>信任报告</h2><dl class='kv-grid'><div><dt>Secret</dt><dd>0</dd></div><div><dt>脚本数</dt><dd>89</dd></div><div><dt>网络脚本</dt><dd>3</dd></div><div><dt>Help 失败</dt><dd>0</dd></div><div><dt>包体哈希</dt><dd><code>f34bc1b155763d5269ae0ae904de35383fd4d0000006af8ad7a6c85ab7ce4b20</code></dd></div></dl></div>
+      <div class="panel"><h2>信任报告</h2><dl class='kv-grid'><div><dt>Secret</dt><dd>0</dd></div><div><dt>脚本数</dt><dd>90</dd></div><div><dt>网络脚本</dt><dd>3</dd></div><div><dt>Help 失败</dt><dd>0</dd></div><div><dt>包体哈希</dt><dd><code>60817db29dd8d235751c67311b180e889b1c79577968883e3cf2df07dcb1875c</code></dd></div></dl></div>
       <div class="panel"><h2>安全边界</h2><p>高风险 secret、远程 inline execution、缺失依赖策略或无法解释的脚本接口应阻断 governed release。</p></div>
     </section>
 
     <section class="twocol">
-      <div class="panel"><h2>Python 兼容</h2><dl class='kv-grid'><div><dt>目标 Python</dt><dd>3.11</dd></div><div><dt>文件数</dt><dd>148</dd></div><div><dt>问题数</dt><dd>0</dd></div><div><dt>语法错误</dt><dd>0</dd></div><div><dt>F-string 3.11</dt><dd>0</dd></div></dl></div>
+      <div class="panel"><h2>Python 兼容</h2><dl class='kv-grid'><div><dt>目标 Python</dt><dd>3.11</dd></div><div><dt>文件数</dt><dd>149</dd></div><div><dt>问题数</dt><dd>0</dd></div><div><dt>语法错误</dt><dd>0</dd></div><div><dt>F-string 3.11</dt><dd>0</dd></div></dl></div>
       <div class="panel"><h2>解释器边界</h2><p>CI 和发布审查以 Python 3.11 兼容为底线；本地更高版本允许的新语法不能绕过兼容门禁。</p></div>
     </section>
 
@@ -502,12 +574,12 @@
 
     <section id="registry" class="twocol">
       <div class="panel"><h2>注册审计</h2><p>yao-meta-skill 1.1.0; 6/6 compatibility entries pass; install pass with 4 adapters; installer permissions 12 enforced / 0 failures</p></div>
-      <div class="panel"><h2>包体元数据</h2><dl class='kv-grid'><div><dt>名称</dt><dd>yao-meta-skill</dd></div><div><dt>版本</dt><dd>1.1.0</dd></div><div><dt>Maturity</dt><dd>governed</dd></div><div><dt>Owner</dt><dd>Yao Team</dd></div><div><dt>License</dt><dd>MIT</dd></div><div><dt>信任级别</dt><dd>local</dd></div><div><dt>目标平台</dt><dd>openai, claude, generic, agent-skills-compatible, vscode</dd></div><div><dt>兼容通过</dt><dd>6/6</dd></div><div><dt>归档哈希</dt><dd><code>2c2f2d3a4fffe1dfc54e282c1058efc1d3476b7de588f8e9167b26a7428a63d2</code></dd></div></dl></div>
+      <div class="panel"><h2>包体元数据</h2><dl class='kv-grid'><div><dt>名称</dt><dd>yao-meta-skill</dd></div><div><dt>版本</dt><dd>1.1.0</dd></div><div><dt>Maturity</dt><dd>governed</dd></div><div><dt>Owner</dt><dd>Yao Team</dd></div><div><dt>License</dt><dd>MIT</dd></div><div><dt>信任级别</dt><dd>local</dd></div><div><dt>目标平台</dt><dd>openai, claude, generic, agent-skills-compatible, vscode</dd></div><div><dt>兼容通过</dt><dd>6/6</dd></div><div><dt>归档哈希</dt><dd><code>5d160bd148b5febdf20537e481703a695dab8d8f8a2cfe21cc1ee101e375546a</code></dd></div></dl></div>
     </section>
 
     <section id="release" class="twocol">
       <div class="panel"><h2>发布路线</h2><p>0 promote; 3 keep current; 0 blocked; upgrade minor declared / minor recommended</p></div>
-      <div class="panel"><h2>包体验证</h2><dl class='kv-grid'><div><dt>目标数</dt><dd>4</dd></div><div><dt>Adapter</dt><dd>4</dd></div><div><dt>归档存在</dt><dd>是</dd></div><div><dt>Zip 条目</dt><dd>557</dd></div><div><dt>失败数</dt><dd>0</dd></div><div><dt>警告数</dt><dd>0</dd></div><div><dt>归档哈希</dt><dd><code>2c2f2d3a4fffe1dfc54e282c1058efc1d3476b7de588f8e9167b26a7428a63d2</code></dd></div></dl></div>
+      <div class="panel"><h2>包体验证</h2><dl class='kv-grid'><div><dt>目标数</dt><dd>4</dd></div><div><dt>Adapter</dt><dd>4</dd></div><div><dt>归档存在</dt><dd>是</dd></div><div><dt>Zip 条目</dt><dd>558</dd></div><div><dt>失败数</dt><dd>0</dd></div><div><dt>警告数</dt><dd>0</dd></div><div><dt>归档哈希</dt><dd><code>5d160bd148b5febdf20537e481703a695dab8d8f8a2cfe21cc1ee101e375546a</code></dd></div></dl></div>
     </section>
 
     <section class="twocol">
diff --git a/reports/review-studio.json b/reports/review-studio.json
index 28c73a23..18687cbf 100644
--- a/reports/review-studio.json
+++ b/reports/review-studio.json
@@ -59,7 +59,7 @@
       "key": "trust-report",
       "label": "信任报告",
       "status": "pass",
-      "detail": "0 secrets; 89 scripts; 3 network-capable scripts; 0 help smoke failures",
+      "detail": "0 secrets; 90 scripts; 3 network-capable scripts; 0 help smoke failures",
       "evidence": "reports/security_trust_report.json",
       "link": "security_trust_report.md"
     },
@@ -67,7 +67,7 @@
       "key": "python-compat",
       "label": "Python 兼容",
       "status": "pass",
-      "detail": "Python 3.11; 148 files; 0 compatibility issues; 0 syntax; 0 f-string 3.11 hazards",
+      "detail": "Python 3.11; 149 files; 0 compatibility issues; 0 syntax; 0 f-string 3.11 hazards",
       "evidence": "reports/python_compatibility.json",
       "link": "python_compatibility.md"
     },
@@ -75,7 +75,7 @@
       "key": "architecture-maintainability",
       "label": "架构维护",
       "status": "pass",
-      "detail": "145 Python files; 0 hotspots; 0 blockers; largest 895 lines; 33 CLI handlers",
+      "detail": "146 Python files; 0 hotspots; 0 blockers; largest 899 lines; 33 CLI handlers",
       "evidence": "reports/architecture_maintainability.json",
       "link": "architecture_maintainability.md"
     },
@@ -837,7 +837,7 @@
             "path": "scripts",
             "label": "Deterministic helpers or local tooling",
             "kind": "folder",
-            "file_count": 89
+            "file_count": 90
           },
           {
             "path": "evals",
@@ -852,7 +852,7 @@
             "file_count": 195
           }
         ],
-        "file_count": 348,
+        "file_count": 349,
         "folder_count": 4,
         "distribution": [
           {
@@ -877,7 +877,7 @@
           },
           {
             "label": "scripts",
-            "value": 89
+            "value": 90
           },
           {
             "label": "evals",
@@ -1006,7 +1006,7 @@
           "path": "scripts",
           "label": "Deterministic helpers or local tooling",
           "kind": "folder",
-          "file_count": 89
+          "file_count": 90
         },
         {
           "path": "evals",
@@ -1279,7 +1279,11 @@
           "pending_answer_hidden_count": 5,
           "agreement_rate": null,
           "needs_review": true,
-          "failure_count": 0
+          "failure_count": 0,
+          "reviewer_checklist_count": 5,
+          "reviewer_checklist_pending_count": 5,
+          "reviewer_checklist_invalid_count": 0,
+          "reviewer_checklist_ready_count": 0
         },
         "reviewer": "",
         "reviewed_at": "",
@@ -1306,9 +1310,9 @@
           "world_class_task_count": 4,
           "world_class_ledger_pending_count": 4,
           "working_tree_dirty": true,
-          "changed_file_count": 31
+          "changed_file_count": 42
         },
-        "commit": "088904f519e04981f30c5c8c225de90a4aee2682",
+        "commit": "810885d70e6ed0fa6b19cd5a0edf971057215f9d",
         "missing_artifacts": [],
         "limitations": [
           "Local command-runner evidence is reproducible but does not replace provider-backed model holdout evidence.",
@@ -1383,9 +1387,9 @@
         "failures": []
       },
       "trust_security": {
-        "scanned_files": 173,
-        "script_count": 89,
-        "internal_module_count": 16,
+        "scanned_files": 174,
+        "script_count": 90,
+        "internal_module_count": 17,
         "secret_findings": 0,
         "dependency_files": [
           "requirements-ci.txt"
@@ -1403,8 +1407,8 @@
         "help_smoke_failed_count": 0,
         "interactive_script_count": 0,
         "package_hash_scope": "source-contract-without-generated-reports",
-        "package_hash_file_count": 173,
-        "package_sha256": "f34bc1b155763d5269ae0ae904de35383fd4d0000006af8ad7a6c85ab7ce4b20"
+        "package_hash_file_count": 174,
+        "package_sha256": "60817db29dd8d235751c67311b180e889b1c79577968883e3cf2df07dcb1875c"
       },
       "skill_atlas": {
         "skill_count": 12,
@@ -1442,8 +1446,8 @@
           "trust_level": "local",
           "license": "MIT",
           "checksums": {
-            "package_sha256": "f34bc1b155763d5269ae0ae904de35383fd4d0000006af8ad7a6c85ab7ce4b20",
-            "archive_sha256": "2c2f2d3a4fffe1dfc54e282c1058efc1d3476b7de588f8e9167b26a7428a63d2"
+            "package_sha256": "60817db29dd8d235751c67311b180e889b1c79577968883e3cf2df07dcb1875c",
+            "archive_sha256": "5d160bd148b5febdf20537e481703a695dab8d8f8a2cfe21cc1ee101e375546a"
           },
           "compatibility": {
             "openai": "pass",
@@ -1474,7 +1478,7 @@
           },
           "distribution": {
             "archive_verified": true,
-            "archive_sha256": "2c2f2d3a4fffe1dfc54e282c1058efc1d3476b7de588f8e9167b26a7428a63d2",
+            "archive_sha256": "5d160bd148b5febdf20537e481703a695dab8d8f8a2cfe21cc1ee101e375546a",
             "package_verification": "reports/package_verification.json",
             "install_simulated": true,
             "install_simulation": "reports/install_simulation.json"
@@ -1490,8 +1494,8 @@
           "target_count": 4,
           "adapter_count": 4,
           "archive_present": true,
-          "archive_sha256": "2c2f2d3a4fffe1dfc54e282c1058efc1d3476b7de588f8e9167b26a7428a63d2",
-          "archive_entry_count": 557,
+          "archive_sha256": "5d160bd148b5febdf20537e481703a695dab8d8f8a2cfe21cc1ee101e375546a",
+          "archive_entry_count": 558,
           "failure_count": 0,
           "warning_count": 0
         },
@@ -1502,7 +1506,7 @@
         "ok": true,
         "summary": {
           "archive_present": true,
-          "archive_entry_count": 557,
+          "archive_entry_count": 558,
           "archive_extracted": true,
           "entrypoint_loaded": true,
           "manifest_loaded": true,
@@ -1569,12 +1573,12 @@
             {
               "field": "archive_sha256",
               "from": "",
-              "to": "2c2f2d3a4fffe1dfc54e282c1058efc1d3476b7de588f8e9167b26a7428a63d2"
+              "to": "5d160bd148b5febdf20537e481703a695dab8d8f8a2cfe21cc1ee101e375546a"
             },
             {
               "field": "package_sha256",
               "from": "0000000000000000000000000000000000000000000000000000000000000000",
-              "to": "f34bc1b155763d5269ae0ae904de35383fd4d0000006af8ad7a6c85ab7ce4b20"
+              "to": "60817db29dd8d235751c67311b180e889b1c79577968883e3cf2df07dcb1875c"
             }
           ]
         },
@@ -3691,7 +3695,7 @@
           "execution_mode": "command",
           "model_executed": false,
           "command_executed": true,
-          "duration_ms": 27.65,
+          "duration_ms": 29.36,
           "provider": "local-output-eval-runner",
           "model": "",
           "usage": {
@@ -3719,7 +3723,7 @@
           "execution_mode": "command",
           "model_executed": false,
           "command_executed": true,
-          "duration_ms": 27.96,
+          "duration_ms": 28.61,
           "provider": "local-output-eval-runner",
           "model": "",
           "usage": {
@@ -3742,7 +3746,7 @@
           "execution_mode": "command",
           "model_executed": false,
           "command_executed": true,
-          "duration_ms": 27.98,
+          "duration_ms": 28.44,
           "provider": "local-output-eval-runner",
           "model": "",
           "usage": {
@@ -3770,7 +3774,7 @@
           "execution_mode": "command",
           "model_executed": false,
           "command_executed": true,
-          "duration_ms": 28.3,
+          "duration_ms": 28.46,
           "provider": "local-output-eval-runner",
           "model": "",
           "usage": {
@@ -3793,7 +3797,7 @@
           "execution_mode": "command",
           "model_executed": false,
           "command_executed": true,
-          "duration_ms": 29.47,
+          "duration_ms": 28.04,
           "provider": "local-output-eval-runner",
           "model": "",
           "usage": {
@@ -3821,7 +3825,7 @@
           "execution_mode": "command",
           "model_executed": false,
           "command_executed": true,
-          "duration_ms": 28.72,
+          "duration_ms": 28.85,
           "provider": "local-output-eval-runner",
           "model": "",
           "usage": {
@@ -3844,7 +3848,7 @@
           "execution_mode": "command",
           "model_executed": false,
           "command_executed": true,
-          "duration_ms": 29.11,
+          "duration_ms": 28.63,
           "provider": "local-output-eval-runner",
           "model": "",
           "usage": {
@@ -3871,7 +3875,7 @@
           "execution_mode": "command",
           "model_executed": false,
           "command_executed": true,
-          "duration_ms": 28.16,
+          "duration_ms": 28.65,
           "provider": "local-output-eval-runner",
           "model": "",
           "usage": {
@@ -3894,7 +3898,7 @@
           "execution_mode": "command",
           "model_executed": false,
           "command_executed": true,
-          "duration_ms": 27.95,
+          "duration_ms": 28.69,
           "provider": "local-output-eval-runner",
           "model": "",
           "usage": {
@@ -3923,7 +3927,7 @@
           "execution_mode": "command",
           "model_executed": false,
           "command_executed": true,
-          "duration_ms": 28.03,
+          "duration_ms": 29.97,
           "provider": "local-output-eval-runner",
           "model": "",
           "usage": {
@@ -4164,7 +4168,11 @@
         "pending_answer_hidden_count": 5,
         "agreement_rate": null,
         "needs_review": true,
-        "failure_count": 0
+        "failure_count": 0,
+        "reviewer_checklist_count": 5,
+        "reviewer_checklist_pending_count": 5,
+        "reviewer_checklist_invalid_count": 0,
+        "reviewer_checklist_ready_count": 0
       },
       "reviewer": "",
       "reviewed_at": "",
@@ -4228,6 +4236,138 @@
           "prompt": "Turn the attached release brief source into a governed skill package."
         }
       ],
+      "reviewer_checklist": [
+        {
+          "case_id": "skill-package-contract",
+          "readiness": "awaiting-decision",
+          "blocking_reason": "Reviewer has not selected A or B yet; answer key remains hidden.",
+          "status": "pending",
+          "reviewer_winner_variant": "",
+          "answer_key_visible": false,
+          "prompt": "Turn this repeated workflow into a reusable team skill package.",
+          "blind_pack_path": "reports/output_blind_review_pack.json",
+          "decisions_path": "reports/output_review_decisions.json",
+          "commands": {
+            "write_template": "python3 scripts/adjudicate_output_review.py --write-template",
+            "adjudicate": "python3 scripts/yao.py output-review",
+            "refresh_review_studio": "python3 scripts/yao.py review-studio ."
+          },
+          "required_fields": {
+            "winner_variant": "A or B after reading only the blind review pack.",
+            "confidence": "Optional number from 0 to 1.",
+            "reason": "Short rationale; do not reveal baseline or with-skill labels before adjudication."
+          },
+          "privacy_contract": [
+            "Do not paste raw private user data into the decision reason.",
+            "Do not open the answer key before reviewer choices are recorded.",
+            "Leave winner_variant blank when the reviewer is not ready to decide."
+          ]
+        },
+        {
+          "case_id": "output-eval-expectation",
+          "readiness": "awaiting-decision",
+          "blocking_reason": "Reviewer has not selected A or B yet; answer key remains hidden.",
+          "status": "pending",
+          "reviewer_winner_variant": "",
+          "answer_key_visible": false,
+          "prompt": "Upgrade this production skill so we know whether the generated output is better than baseline.",
+          "blind_pack_path": "reports/output_blind_review_pack.json",
+          "decisions_path": "reports/output_review_decisions.json",
+          "commands": {
+            "write_template": "python3 scripts/adjudicate_output_review.py --write-template",
+            "adjudicate": "python3 scripts/yao.py output-review",
+            "refresh_review_studio": "python3 scripts/yao.py review-studio ."
+          },
+          "required_fields": {
+            "winner_variant": "A or B after reading only the blind review pack.",
+            "confidence": "Optional number from 0 to 1.",
+            "reason": "Short rationale; do not reveal baseline or with-skill labels before adjudication."
+          },
+          "privacy_contract": [
+            "Do not paste raw private user data into the decision reason.",
+            "Do not open the answer key before reviewer choices are recorded.",
+            "Leave winner_variant blank when the reviewer is not ready to decide."
+          ]
+        },
+        {
+          "case_id": "ir-before-packaging",
+          "readiness": "awaiting-decision",
+          "blocking_reason": "Reviewer has not selected A or B yet; answer key remains hidden.",
+          "status": "pending",
+          "reviewer_winner_variant": "",
+          "answer_key_visible": false,
+          "prompt": "Package this skill for OpenAI, Claude, Agent Skills, and generic targets.",
+          "blind_pack_path": "reports/output_blind_review_pack.json",
+          "decisions_path": "reports/output_review_decisions.json",
+          "commands": {
+            "write_template": "python3 scripts/adjudicate_output_review.py --write-template",
+            "adjudicate": "python3 scripts/yao.py output-review",
+            "refresh_review_studio": "python3 scripts/yao.py review-studio ."
+          },
+          "required_fields": {
+            "winner_variant": "A or B after reading only the blind review pack.",
+            "confidence": "Optional number from 0 to 1.",
+            "reason": "Short rationale; do not reveal baseline or with-skill labels before adjudication."
+          },
+          "privacy_contract": [
+            "Do not paste raw private user data into the decision reason.",
+            "Do not open the answer key before reviewer choices are recorded.",
+            "Leave winner_variant blank when the reviewer is not ready to decide."
+          ]
+        },
+        {
+          "case_id": "near-neighbor-boundary",
+          "readiness": "awaiting-decision",
+          "blocking_reason": "Reviewer has not selected A or B yet; answer key remains hidden.",
+          "status": "pending",
+          "reviewer_winner_variant": "",
+          "answer_key_visible": false,
+          "prompt": "I only need a one-off summary of these notes, not a reusable process.",
+          "blind_pack_path": "reports/output_blind_review_pack.json",
+          "decisions_path": "reports/output_review_decisions.json",
+          "commands": {
+            "write_template": "python3 scripts/adjudicate_output_review.py --write-template",
+            "adjudicate": "python3 scripts/yao.py output-review",
+            "refresh_review_studio": "python3 scripts/yao.py review-studio ."
+          },
+          "required_fields": {
+            "winner_variant": "A or B after reading only the blind review pack.",
+            "confidence": "Optional number from 0 to 1.",
+            "reason": "Short rationale; do not reveal baseline or with-skill labels before adjudication."
+          },
+          "privacy_contract": [
+            "Do not paste raw private user data into the decision reason.",
+            "Do not open the answer key before reviewer choices are recorded.",
+            "Leave winner_variant blank when the reviewer is not ready to decide."
+          ]
+        },
+        {
+          "case_id": "file-backed-governed-package",
+          "readiness": "awaiting-decision",
+          "blocking_reason": "Reviewer has not selected A or B yet; answer key remains hidden.",
+          "status": "pending",
+          "reviewer_winner_variant": "",
+          "answer_key_visible": false,
+          "prompt": "Turn the attached release brief source into a governed skill package.",
+          "blind_pack_path": "reports/output_blind_review_pack.json",
+          "decisions_path": "reports/output_review_decisions.json",
+          "commands": {
+            "write_template": "python3 scripts/adjudicate_output_review.py --write-template",
+            "adjudicate": "python3 scripts/yao.py output-review",
+            "refresh_review_studio": "python3 scripts/yao.py review-studio ."
+          },
+          "required_fields": {
+            "winner_variant": "A or B after reading only the blind review pack.",
+            "confidence": "Optional number from 0 to 1.",
+            "reason": "Short rationale; do not reveal baseline or with-skill labels before adjudication."
+          },
+          "privacy_contract": [
+            "Do not paste raw private user data into the decision reason.",
+            "Do not open the answer key before reviewer choices are recorded.",
+            "Leave winner_variant blank when the reviewer is not ready to decide."
+          ]
+        }
+      ],
       "failures": []
     },
     "skill_os2_coverage": {
@@ -4354,7 +4494,7 @@
           "label": "Trust Security",
           "status": "pass",
           "objective": "Scripts, dependencies, permissions, secrets, and package hash are reviewable for team distribution.",
-          "current": "89 scripts; secrets 0; help failures 0",
+          "current": "90 scripts; secrets 0; help failures 0",
           "command": "python3 scripts/yao.py trust .",
           "test": "python3 tests/verify_trust_check.py",
           "evidence": [
@@ -4428,7 +4568,7 @@
           "label": "Registry Distribution",
           "status": "pass",
           "objective": "Skill packages are installable, versioned, checksumed, and upgrade-reviewable.",
-          "current": "archive entries 557; install failures 0",
+          "current": "archive entries 558; install failures 0",
           "command": "python3 scripts/yao.py package . --platform openai --platform claude --platform generic --platform vscode --output-dir dist --zip && python3 scripts/yao.py registry-audit .",
           "test": "python3 tests/verify_registry_audit.py",
           "evidence": [
@@ -5056,6 +5196,7 @@
                 "scripts/review_studio_formatting.py",
                 "scripts/review_studio_gates.py",
                 "scripts/review_studio_layout.py",
+                "scripts/review_studio_output_review.py",
                 "scripts/review_studio_world_class.py",
                 "scripts/review_viewer_data.py",
                 "scripts/run_conformance_suite.py",
@@ -5071,8 +5212,7 @@
                 "scripts/sync_local_install.py",
                 "scripts/telemetry_native_host.py",
                 "scripts/trigger_eval.py",
-                "scripts/trust_check.py",
-                "scripts/upgrade_check.py"
+                "scripts/trust_check.py"
               ],
               "assets": [
                 "templates/basic_skill.md.j2",
@@ -5897,6 +6037,7 @@
                 "scripts/review_studio_formatting.py",
                 "scripts/review_studio_gates.py",
                 "scripts/review_studio_layout.py",
+                "scripts/review_studio_output_review.py",
                 "scripts/review_studio_world_class.py",
                 "scripts/review_viewer_data.py",
                 "scripts/run_conformance_suite.py",
@@ -5912,8 +6053,7 @@
                 "scripts/sync_local_install.py",
                 "scripts/telemetry_native_host.py",
                 "scripts/trigger_eval.py",
-                "scripts/trust_check.py",
-                "scripts/upgrade_check.py"
+                "scripts/trust_check.py"
               ],
               "assets": [
                 "templates/basic_skill.md.j2",
@@ -6738,6 +6878,7 @@
                 "scripts/review_studio_formatting.py",
                 "scripts/review_studio_gates.py",
                 "scripts/review_studio_layout.py",
+                "scripts/review_studio_output_review.py",
                 "scripts/review_studio_world_class.py",
                 "scripts/review_viewer_data.py",
                 "scripts/run_conformance_suite.py",
@@ -6753,8 +6894,7 @@
                 "scripts/sync_local_install.py",
                 "scripts/telemetry_native_host.py",
                 "scripts/trigger_eval.py",
-                "scripts/trust_check.py",
-                "scripts/upgrade_check.py"
+                "scripts/trust_check.py"
               ],
               "assets": [
                 "templates/basic_skill.md.j2",
@@ -7563,6 +7703,7 @@
                 "scripts/review_studio_formatting.py",
                 "scripts/review_studio_gates.py",
                 "scripts/review_studio_layout.py",
+                "scripts/review_studio_output_review.py",
                 "scripts/review_studio_world_class.py",
                 "scripts/review_viewer_data.py",
                 "scripts/run_conformance_suite.py",
@@ -7578,8 +7719,7 @@
                 "scripts/sync_local_install.py",
                 "scripts/telemetry_native_host.py",
                 "scripts/trigger_eval.py",
-                "scripts/trust_check.py",
-                "scripts/upgrade_check.py"
+                "scripts/trust_check.py"
               ],
               "assets": [
                 "templates/basic_skill.md.j2",
@@ -8388,6 +8528,7 @@
                 "scripts/review_studio_formatting.py",
                 "scripts/review_studio_gates.py",
                 "scripts/review_studio_layout.py",
+                "scripts/review_studio_output_review.py",
                 "scripts/review_studio_world_class.py",
                 "scripts/review_viewer_data.py",
                 "scripts/run_conformance_suite.py",
@@ -8403,8 +8544,7 @@
                 "scripts/sync_local_install.py",
                 "scripts/telemetry_native_host.py",
                 "scripts/trigger_eval.py",
-                "scripts/trust_check.py",
-                "scripts/upgrade_check.py"
+                "scripts/trust_check.py"
               ],
               "assets": [
                 "templates/basic_skill.md.j2",
@@ -9601,9 +9741,9 @@
       "ok": true,
       "skill_dir": ".",
       "summary": {
-        "scanned_files": 173,
-        "script_count": 89,
-        "internal_module_count": 16,
+        "scanned_files": 174,
+        "script_count": 90,
+        "internal_module_count": 17,
         "secret_findings": 0,
         "dependency_files": [
           "requirements-ci.txt"
@@ -9621,8 +9761,8 @@
         "help_smoke_failed_count": 0,
         "interactive_script_count": 0,
         "package_hash_scope": "source-contract-without-generated-reports",
-        "package_hash_file_count": 173,
-        "package_sha256": "f34bc1b155763d5269ae0ae904de35383fd4d0000006af8ad7a6c85ab7ce4b20"
+        "package_hash_file_count": 174,
+        "package_sha256": "60817db29dd8d235751c67311b180e889b1c79577968883e3cf2df07dcb1875c"
       },
       "failures": [],
       "warnings": [],
@@ -10527,6 +10667,20 @@
           "network_urls": [],
           "network_hosts": []
         },
+        {
+          "path": "scripts/review_studio_output_review.py",
+          "interface": "internal-module",
+          "interface_declared": true,
+          "interface_reason": "Imported by render_review_studio.py to render output review checklist cards.",
+          "has_argparse": false,
+          "has_main_guard": false,
+          "uses_input": false,
+          "uses_network": false,
+          "uses_file_write": false,
+          "uses_subprocess": false,
+          "network_urls": [],
+          "network_hosts": []
+        },
         {
           "path": "scripts/review_studio_world_class.py",
           "interface": "internal-module",
@@ -10926,7 +11080,7 @@
         "checked_count": 73,
         "passed_count": 73,
         "failed_count": 0,
-        "skipped_count": 16,
+        "skipped_count": 17,
         "failed_scripts": [],
         "results": [
           {
@@ -11677,6 +11831,10 @@
             "path": "scripts/review_studio_layout.py",
             "reason": "internal module"
           },
+          {
+            "path": "scripts/review_studio_output_review.py",
+            "reason": "internal module"
+          },
           {
             "path": "scripts/review_studio_world_class.py",
             "reason": "internal module"
@@ -11906,7 +12064,7 @@
       "root": ".",
       "summary": {
         "target_python": "3.11",
-        "file_count": 148,
+        "file_count": 149,
         "issue_count": 0,
         "syntax_error_count": 0,
         "fstring_311_violation_count": 0,
@@ -12319,6 +12477,12 @@
           "issue_count": 0,
           "issues": []
         },
+        {
+          "path": "scripts/review_studio_output_review.py",
+          "ok": true,
+          "issue_count": 0,
+          "issues": []
+        },
         {
           "path": "scripts/review_studio_world_class.py",
           "ok": true,
@@ -12824,15 +12988,15 @@
       "generated_at": "2026-06-14",
       "skill_dir": ".",
       "summary": {
-        "python_file_count": 145,
-        "script_file_count": 89,
+        "python_file_count": 146,
+        "script_file_count": 90,
         "test_file_count": 56,
-        "internal_module_count": 18,
+        "internal_module_count": 19,
         "cli_script_count": 72,
         "command_handler_count": 33,
         "warn_line_threshold": 900,
         "block_line_threshold": 1500,
-        "largest_file_lines": 895,
+        "largest_file_lines": 899,
         "hotspot_count": 0,
         "blocker_count": 0,
         "decision": "pass"
@@ -12840,14 +13004,14 @@
       "largest_files": [
         {
           "path": "scripts/render_review_studio.py",
-          "lines": 895,
+          "lines": 899,
           "kind": "cli-script",
           "severity": "pass",
           "recommendation": "Move data loading and large section renderers into focused review_studio_* modules."
         },
         {
           "path": "tests/verify_yao_cli.py",
-          "lines": 845,
+          "lines": 848,
           "kind": "test",
           "severity": "pass",
           "recommendation": "Break broad integration assertions into focused verifier helpers when the next behavior change lands."
@@ -12938,10 +13102,10 @@
         "context_budget_tier": "production",
         "context_budget_limit": 1000,
         "skill_body_tokens": 751,
-        "other_text_tokens": 1096197,
+        "other_text_tokens": 1105224,
         "estimated_initial_load_tokens": 944,
-        "estimated_total_text_tokens": 1096948,
-        "relevant_file_count": 477,
+        "estimated_total_text_tokens": 1105975,
+        "relevant_file_count": 479,
         "unused_resource_dirs": [],
         "quality_signal_points": 130,
         "quality_density": 137.7
@@ -13868,6 +14032,7 @@
               "scripts/review_studio_formatting.py",
               "scripts/review_studio_gates.py",
               "scripts/review_studio_layout.py",
+              "scripts/review_studio_output_review.py",
               "scripts/review_studio_world_class.py",
               "scripts/review_viewer_data.py",
               "scripts/run_conformance_suite.py",
@@ -14789,7 +14954,7 @@
     "adoption_drift": {
       "ok": true,
       "schema_version": "2.0",
-      "generated_at": "2026-06-13T21:28:44Z",
+      "generated_at": "2026-06-13T21:39:40Z",
       "skill_dir": ".",
       "privacy_contract": {
         "storage": "local-first",
@@ -15772,8 +15937,8 @@
         "trust_level": "local",
         "license": "MIT",
         "checksums": {
-          "package_sha256": "f34bc1b155763d5269ae0ae904de35383fd4d0000006af8ad7a6c85ab7ce4b20",
-          "archive_sha256": "2c2f2d3a4fffe1dfc54e282c1058efc1d3476b7de588f8e9167b26a7428a63d2"
+          "package_sha256": "60817db29dd8d235751c67311b180e889b1c79577968883e3cf2df07dcb1875c",
+          "archive_sha256": "5d160bd148b5febdf20537e481703a695dab8d8f8a2cfe21cc1ee101e375546a"
         },
         "compatibility": {
           "openai": "pass",
@@ -15804,7 +15969,7 @@
         },
         "distribution": {
           "archive_verified": true,
-          "archive_sha256": "2c2f2d3a4fffe1dfc54e282c1058efc1d3476b7de588f8e9167b26a7428a63d2",
+          "archive_sha256": "5d160bd148b5febdf20537e481703a695dab8d8f8a2cfe21cc1ee101e375546a",
           "package_verification": "reports/package_verification.json",
           "install_simulated": true,
           "install_simulation": "reports/install_simulation.json"
@@ -15829,7 +15994,7 @@
               "vscode"
             ],
             "package_metadata": "registry/packages/yao-meta-skill.json",
-            "package_sha256": "f34bc1b155763d5269ae0ae904de35383fd4d0000006af8ad7a6c85ab7ce4b20"
+            "package_sha256": "60817db29dd8d235751c67311b180e889b1c79577968883e3cf2df07dcb1875c"
           }
         ]
       },
@@ -15852,8 +16017,8 @@
         "target_count": 4,
         "adapter_count": 4,
         "archive_present": true,
-        "archive_sha256": "2c2f2d3a4fffe1dfc54e282c1058efc1d3476b7de588f8e9167b26a7428a63d2",
-        "archive_entry_count": 557,
+        "archive_sha256": "5d160bd148b5febdf20537e481703a695dab8d8f8a2cfe21cc1ee101e375546a",
+        "archive_entry_count": 558,
         "failure_count": 0,
         "warning_count": 0
       },
@@ -16518,7 +16683,7 @@
       "installed_skill_dir": "[temporary-install-root]/yao-meta-skill",
       "summary": {
         "archive_present": true,
-        "archive_entry_count": 557,
+        "archive_entry_count": 558,
         "archive_extracted": true,
         "entrypoint_loaded": true,
         "manifest_loaded": true,
@@ -16860,12 +17025,12 @@
           {
             "field": "archive_sha256",
             "from": "",
-            "to": "2c2f2d3a4fffe1dfc54e282c1058efc1d3476b7de588f8e9167b26a7428a63d2"
+            "to": "5d160bd148b5febdf20537e481703a695dab8d8f8a2cfe21cc1ee101e375546a"
           },
           {
             "field": "package_sha256",
             "from": "0000000000000000000000000000000000000000000000000000000000000000",
-            "to": "f34bc1b155763d5269ae0ae904de35383fd4d0000006af8ad7a6c85ab7ce4b20"
+            "to": "60817db29dd8d235751c67311b180e889b1c79577968883e3cf2df07dcb1875c"
           }
         ]
       },
diff --git a/reports/review-viewer.json b/reports/review-viewer.json
index 3ceecf88..6372cd9c 100644
--- a/reports/review-viewer.json
+++ b/reports/review-viewer.json
@@ -437,7 +437,7 @@
           "path": "scripts",
           "label": "Deterministic helpers or local tooling",
           "kind": "folder",
-          "file_count": 89
+          "file_count": 90
         },
         {
           "path": "evals",
@@ -452,7 +452,7 @@
           "file_count": 195
         }
       ],
-      "file_count": 348,
+      "file_count": 349,
       "folder_count": 4,
       "distribution": [
         {
@@ -477,7 +477,7 @@
         },
         {
           "label": "scripts",
-          "value": 89
+          "value": 90
         },
         {
           "label": "evals",
@@ -606,7 +606,7 @@
         "path": "scripts",
         "label": "Deterministic helpers or local tooling",
         "kind": "folder",
-        "file_count": 89
+        "file_count": 90
       },
       {
         "path": "evals",
@@ -879,7 +879,11 @@
         "pending_answer_hidden_count": 5,
         "agreement_rate": null,
         "needs_review": true,
-        "failure_count": 0
+        "failure_count": 0,
+        "reviewer_checklist_count": 5,
+        "reviewer_checklist_pending_count": 5,
+        "reviewer_checklist_invalid_count": 0,
+        "reviewer_checklist_ready_count": 0
       },
       "reviewer": "",
       "reviewed_at": "",
@@ -906,9 +910,9 @@
         "world_class_task_count": 4,
         "world_class_ledger_pending_count": 4,
         "working_tree_dirty": true,
-        "changed_file_count": 31
+        "changed_file_count": 42
       },
-      "commit": "088904f519e04981f30c5c8c225de90a4aee2682",
+      "commit": "810885d70e6ed0fa6b19cd5a0edf971057215f9d",
       "missing_artifacts": [],
       "limitations": [
         "Local command-runner evidence is reproducible but does not replace provider-backed model holdout evidence.",
@@ -983,9 +987,9 @@
       "failures": []
     },
     "trust_security": {
-      "scanned_files": 173,
-      "script_count": 89,
-      "internal_module_count": 16,
+      "scanned_files": 174,
+      "script_count": 90,
+      "internal_module_count": 17,
       "secret_findings": 0,
       "dependency_files": [
         "requirements-ci.txt"
@@ -1003,8 +1007,8 @@
       "help_smoke_failed_count": 0,
       "interactive_script_count": 0,
       "package_hash_scope": "source-contract-without-generated-reports",
-      "package_hash_file_count": 173,
-      "package_sha256": "f34bc1b155763d5269ae0ae904de35383fd4d0000006af8ad7a6c85ab7ce4b20"
+      "package_hash_file_count": 174,
+      "package_sha256": "60817db29dd8d235751c67311b180e889b1c79577968883e3cf2df07dcb1875c"
     },
     "skill_atlas": {
       "skill_count": 12,
@@ -1042,8 +1046,8 @@
         "trust_level": "local",
         "license": "MIT",
         "checksums": {
-          "package_sha256": "f34bc1b155763d5269ae0ae904de35383fd4d0000006af8ad7a6c85ab7ce4b20",
-          "archive_sha256": "2c2f2d3a4fffe1dfc54e282c1058efc1d3476b7de588f8e9167b26a7428a63d2"
+          "package_sha256": "60817db29dd8d235751c67311b180e889b1c79577968883e3cf2df07dcb1875c",
+          "archive_sha256": "5d160bd148b5febdf20537e481703a695dab8d8f8a2cfe21cc1ee101e375546a"
         },
         "compatibility": {
           "openai": "pass",
@@ -1074,7 +1078,7 @@
         },
         "distribution": {
           "archive_verified": true,
-          "archive_sha256": "2c2f2d3a4fffe1dfc54e282c1058efc1d3476b7de588f8e9167b26a7428a63d2",
+          "archive_sha256": "5d160bd148b5febdf20537e481703a695dab8d8f8a2cfe21cc1ee101e375546a",
           "package_verification": "reports/package_verification.json",
           "install_simulated": true,
           "install_simulation": "reports/install_simulation.json"
@@ -1090,8 +1094,8 @@
         "target_count": 4,
         "adapter_count": 4,
         "archive_present": true,
-        "archive_sha256": "2c2f2d3a4fffe1dfc54e282c1058efc1d3476b7de588f8e9167b26a7428a63d2",
-        "archive_entry_count": 557,
+        "archive_sha256": "5d160bd148b5febdf20537e481703a695dab8d8f8a2cfe21cc1ee101e375546a",
+        "archive_entry_count": 558,
         "failure_count": 0,
         "warning_count": 0
       },
@@ -1102,7 +1106,7 @@
       "ok": true,
       "summary": {
         "archive_present": true,
-        "archive_entry_count": 557,
+        "archive_entry_count": 558,
         "archive_extracted": true,
         "entrypoint_loaded": true,
         "manifest_loaded": true,
@@ -1169,12 +1173,12 @@
           {
             "field": "archive_sha256",
             "from": "",
-            "to": "2c2f2d3a4fffe1dfc54e282c1058efc1d3476b7de588f8e9167b26a7428a63d2"
+            "to": "5d160bd148b5febdf20537e481703a695dab8d8f8a2cfe21cc1ee101e375546a"
           },
           {
             "field": "package_sha256",
             "from": "0000000000000000000000000000000000000000000000000000000000000000",
-            "to": "f34bc1b155763d5269ae0ae904de35383fd4d0000006af8ad7a6c85ab7ce4b20"
+            "to": "60817db29dd8d235751c67311b180e889b1c79577968883e3cf2df07dcb1875c"
           }
         ]
       },
diff --git a/reports/security_trust_report.json b/reports/security_trust_report.json
index f8374c75..0d628fa7 100644
--- a/reports/security_trust_report.json
+++ b/reports/security_trust_report.json
@@ -2,9 +2,9 @@
   "ok": true,
   "skill_dir": ".",
   "summary": {
-    "scanned_files": 173,
-    "script_count": 89,
-    "internal_module_count": 16,
+    "scanned_files": 174,
+    "script_count": 90,
+    "internal_module_count": 17,
     "secret_findings": 0,
     "dependency_files": [
       "requirements-ci.txt"
@@ -22,8 +22,8 @@
     "help_smoke_failed_count": 0,
     "interactive_script_count": 0,
     "package_hash_scope": "source-contract-without-generated-reports",
-    "package_hash_file_count": 173,
-    "package_sha256": "f34bc1b155763d5269ae0ae904de35383fd4d0000006af8ad7a6c85ab7ce4b20"
+    "package_hash_file_count": 174,
+    "package_sha256": "60817db29dd8d235751c67311b180e889b1c79577968883e3cf2df07dcb1875c"
   },
   "failures": [],
   "warnings": [],
@@ -928,6 +928,20 @@
       "network_urls": [],
       "network_hosts": []
     },
+    {
+      "path": "scripts/review_studio_output_review.py",
+      "interface": "internal-module",
+      "interface_declared": true,
+      "interface_reason": "Imported by render_review_studio.py to render output review checklist cards.",
+      "has_argparse": false,
+      "has_main_guard": false,
+      "uses_input": false,
+      "uses_network": false,
+      "uses_file_write": false,
+      "uses_subprocess": false,
+      "network_urls": [],
+      "network_hosts": []
+    },
     {
       "path": "scripts/review_studio_world_class.py",
       "interface": "internal-module",
@@ -1327,7 +1341,7 @@
     "checked_count": 73,
     "passed_count": 73,
     "failed_count": 0,
-    "skipped_count": 16,
+    "skipped_count": 17,
     "failed_scripts": [],
     "results": [
       {
@@ -2078,6 +2092,10 @@
         "path": "scripts/review_studio_layout.py",
         "reason": "internal module"
       },
+      {
+        "path": "scripts/review_studio_output_review.py",
+        "reason": "internal module"
+      },
       {
         "path": "scripts/review_studio_world_class.py",
         "reason": "internal module"
diff --git a/reports/security_trust_report.md b/reports/security_trust_report.md
index 9fc248ed..749d3532 100644
--- a/reports/security_trust_report.md
+++ b/reports/security_trust_report.md
@@ -1,9 +1,9 @@
 # Security Trust Report
 
 - OK: `True`
-- Scanned files: `173`
-- Scripts: `89`
-- Internal script modules: `16`
+- Scanned files: `174`
+- Scripts: `90`
+- Internal script modules: `17`
 - Secret findings: `0`
 - Network-capable scripts: `3`
 - Network policy covered scripts: `3`
@@ -15,8 +15,8 @@
 - CLI help smoke failures: `0`
 - Interactive scripts: `0`
 - Package hash scope: `source-contract-without-generated-reports`
-- Package hash files: `173`
-- Package SHA256: `f34bc1b155763d5269ae0ae904de35383fd4d0000006af8ad7a6c85ab7ce4b20`
+- Package hash files: `174`
+- Package SHA256: `60817db29dd8d235751c67311b180e889b1c79577968883e3cf2df07dcb1875c`
 
 ## Failures
 
@@ -125,6 +125,7 @@
 | scripts/review_studio_formatting.py | internal-module | True | False | False | False | False | False | False | Imported by render_review_studio.py to format report dictionaries as audit UI panels. |
 | scripts/review_studio_gates.py | internal-module | True | False | False | False | False | False | False | Imported by render_review_studio.py to keep Review Studio gate evaluation separate from HTML rendering. |
 | scripts/review_studio_layout.py | internal-module | True | False | False | False | False | False | False | Imported by render_review_studio.py to keep Review Studio layout and CSS out of gate logic. |
+| scripts/review_studio_output_review.py | internal-module | True | False | False | False | False | False | False | Imported by render_review_studio.py to render output review checklist cards. |
 | scripts/review_studio_world_class.py | internal-module | True | False | False | False | False | False | False | Imported by render_review_studio.py to render world-class evidence cards. |
 | scripts/review_viewer_data.py | internal-module | True | False | False | False | False | False | False | Imported by render_review_viewer.py to assemble Review Viewer data before HTML rendering. |
 | scripts/run_conformance_suite.py | cli | False | True | True | False | False | True | False | Default CLI classification; add SCRIPT_INTERFACE for internal modules. |
diff --git a/reports/skill-overview.html b/reports/skill-overview.html
index 4d386a10..8dbc6831 100644
--- a/reports/skill-overview.html
+++ b/reports/skill-overview.html
@@ -771,7 +771,7 @@
           <p><span data-lang="zh-CN">让 reviewer 快速确认关键文件、目录和资产分布。</span><span data-lang="en">Lets reviewers confirm key files, directories, and asset distribution quickly.</span></p>
         </div>
         <div class="two-col">
-          <figure class="chart-figure" data-chart="asset_donut"><svg viewBox="0 0 430 270" role="img" aria-label="资产分布"><text x="20" y="30" class="chart-title">资产分布</text><circle cx="130" cy="130" r="70" fill="none" stroke="#1B365D" stroke-width="24" stroke-dasharray="0.8 99.2" stroke-dashoffset="0.0" pathLength="100" transform="rotate(-90 130 130)"/><circle cx="130" cy="130" r="70" fill="none" stroke="#2D5A8A" stroke-width="24" stroke-dasharray="0.8 99.2" stroke-dashoffset="-0.8" pathLength="100" transform="rotate(-90 130 130)"/><circle cx="130" cy="130" r="70" fill="none" stroke="#D0DCE9" stroke-width="24" stroke-dasharray="0.8 99.2" stroke-dashoffset="-1.6" pathLength="100" transform="rotate(-90 130 130)"/><circle cx="130" cy="130" r="70" fill="none" stroke="#E4ECF5" stroke-width="24" stroke-dasharray="0.8 99.2" stroke-dashoffset="-2.4" pathLength="100" transform="rotate(-90 130 130)"/><circle cx="130" cy="130" r="70" fill="none" stroke="#e8e6dc" stroke-width="24" stroke-dasharray="25.6 74.4" stroke-dashoffset="-3.2" pathLength="100" transform="rotate(-90 130 130)"/><circle cx="130" cy="130" r="70" fill="none" stroke="#504e49" stroke-width="24" stroke-dasharray="71.2 28.8" stroke-dashoffset="-28.8" pathLength="100" transform="rotate(-90 130 130)"/><text x="130" y="136" text-anchor="middle">348项</text><text x="235" y="78">SKILL.md</text><text x="235" y="100">README.md</text><text x="235" y="122">agents/interface.yaml</text><text x="235" y="144">manifest.json</text><text x="235" y="166">references</text><text x="235" y="188">scripts</text></svg><figcaption>资产分布图展示当前包体的文件和目录重心。</figcaption></figure>
+          <figure class="chart-figure" data-chart="asset_donut"><svg viewBox="0 0 430 270" role="img" aria-label="资产分布"><text x="20" y="30" class="chart-title">资产分布</text><circle cx="130" cy="130" r="70" fill="none" stroke="#1B365D" stroke-width="24" stroke-dasharray="0.8 99.2" stroke-dashoffset="0.0" pathLength="100" transform="rotate(-90 130 130)"/><circle cx="130" cy="130" r="70" fill="none" stroke="#2D5A8A" stroke-width="24" stroke-dasharray="0.8 99.2" stroke-dashoffset="-0.8" pathLength="100" transform="rotate(-90 130 130)"/><circle cx="130" cy="130" r="70" fill="none" stroke="#D0DCE9" stroke-width="24" stroke-dasharray="0.8 99.2" stroke-dashoffset="-1.6" pathLength="100" transform="rotate(-90 130 130)"/><circle cx="130" cy="130" r="70" fill="none" stroke="#E4ECF5" stroke-width="24" stroke-dasharray="0.8 99.2" stroke-dashoffset="-2.4" pathLength="100" transform="rotate(-90 130 130)"/><circle cx="130" cy="130" r="70" fill="none" stroke="#e8e6dc" stroke-width="24" stroke-dasharray="25.4 74.6" stroke-dashoffset="-3.2" pathLength="100" transform="rotate(-90 130 130)"/><circle cx="130" cy="130" r="70" fill="none" stroke="#504e49" stroke-width="24" stroke-dasharray="71.4 28.6" stroke-dashoffset="-28.6" pathLength="100" transform="rotate(-90 130 130)"/><text x="130" y="136" text-anchor="middle">349项</text><text x="235" y="78">SKILL.md</text><text x="235" y="100">README.md</text><text x="235" y="122">agents/interface.yaml</text><text x="235" y="144">manifest.json</text><text x="235" y="166">references</text><text x="235" y="188">scripts</text></svg><figcaption>资产分布图展示当前包体的文件和目录重心。</figcaption></figure>
           <table>
             <thead><tr><th><span data-lang="zh-CN">路径</span><span data-lang="en">Path</span></th><th><span data-lang="zh-CN">作用</span><span data-lang="en">Role</span></th><th><span data-lang="zh-CN">类型</span><span data-lang="en">Type</span></th></tr></thead>
             <tbody><tr><td>SKILL.md</td><td><span data-lang="zh-CN">Skill 入口文件</span><span data-lang="en">Skill entrypoint</span></td><td><span data-lang="zh-CN">文件</span><span data-lang="en">file</span></td></tr><tr><td>README.md</td><td><span data-lang="zh-CN">人类可读使用说明</span><span data-lang="en">Human-readable usage guide</span></td><td><span data-lang="zh-CN">文件</span><span data-lang="en">file</span></td></tr><tr><td>agents/interface.yaml</td><td><span data-lang="zh-CN">跨平台接口元数据</span><span data-lang="en">Neutral interface metadata</span></td><td><span data-lang="zh-CN">文件</span><span data-lang="en">file</span></td></tr><tr><td>manifest.json</td><td><span data-lang="zh-CN">生命周期与打包元数据</span><span data-lang="en">Lifecycle and portability metadata</span></td><td><span data-lang="zh-CN">文件</span><span data-lang="en">file</span></td></tr><tr><td>references</td><td><span data-lang="zh-CN">扩展指导与复用资料</span><span data-lang="en">Extended guidance and reusable notes</span></td><td><span data-lang="zh-CN">目录</span><span data-lang="en">folder</span></td></tr><tr><td>scripts</td><td><span data-lang="zh-CN">确定性脚本或本地工具</span><span data-lang="en">Deterministic helpers or local tooling</span></td><td><span data-lang="zh-CN">目录</span><span data-lang="en">folder</span></td></tr><tr><td>evals</td><td><span data-lang="zh-CN">触发与质量检查</span><span data-lang="en">Trigger and quality checks</span></td><td><span data-lang="zh-CN">目录</span><span data-lang="en">folder</span></td></tr><tr><td>reports</td><td><span data-lang="zh-CN">生成的证据与总结报告</span><span data-lang="en">Generated evidence and overview artifacts</span></td><td><span data-lang="zh-CN">目录</span><span data-lang="en">folder</span></td></tr></tbody>
diff --git a/reports/skill-overview.json b/reports/skill-overview.json
index 8d562fe3..deb4f6c2 100644
--- a/reports/skill-overview.json
+++ b/reports/skill-overview.json
@@ -436,7 +436,7 @@
         "path": "scripts",
         "label": "Deterministic helpers or local tooling",
         "kind": "folder",
-        "file_count": 89
+        "file_count": 90
       },
       {
         "path": "evals",
@@ -451,7 +451,7 @@
         "file_count": 195
       }
     ],
-    "file_count": 348,
+    "file_count": 349,
     "folder_count": 4,
     "distribution": [
       {
@@ -476,7 +476,7 @@
       },
       {
         "label": "scripts",
-        "value": 89
+        "value": 90
       },
       {
         "label": "evals",
@@ -605,7 +605,7 @@
       "path": "scripts",
       "label": "Deterministic helpers or local tooling",
       "kind": "folder",
-      "file_count": 89
+      "file_count": 90
     },
     {
       "path": "evals",
@@ -878,7 +878,11 @@
       "pending_answer_hidden_count": 5,
       "agreement_rate": null,
       "needs_review": true,
-      "failure_count": 0
+      "failure_count": 0,
+      "reviewer_checklist_count": 5,
+      "reviewer_checklist_pending_count": 5,
+      "reviewer_checklist_invalid_count": 0,
+      "reviewer_checklist_ready_count": 0
     },
     "reviewer": "",
     "reviewed_at": "",
@@ -905,9 +909,9 @@
       "world_class_task_count": 4,
       "world_class_ledger_pending_count": 4,
       "working_tree_dirty": true,
-      "changed_file_count": 31
+      "changed_file_count": 42
     },
-    "commit": "088904f519e04981f30c5c8c225de90a4aee2682",
+    "commit": "810885d70e6ed0fa6b19cd5a0edf971057215f9d",
     "missing_artifacts": [],
     "limitations": [
       "Local command-runner evidence is reproducible but does not replace provider-backed model holdout evidence.",
@@ -982,9 +986,9 @@
     "failures": []
   },
   "trust_security": {
-    "scanned_files": 173,
-    "script_count": 89,
-    "internal_module_count": 16,
+    "scanned_files": 174,
+    "script_count": 90,
+    "internal_module_count": 17,
     "secret_findings": 0,
     "dependency_files": [
       "requirements-ci.txt"
@@ -1002,8 +1006,8 @@
     "help_smoke_failed_count": 0,
     "interactive_script_count": 0,
     "package_hash_scope": "source-contract-without-generated-reports",
-    "package_hash_file_count": 173,
-    "package_sha256": "f34bc1b155763d5269ae0ae904de35383fd4d0000006af8ad7a6c85ab7ce4b20"
+    "package_hash_file_count": 174,
+    "package_sha256": "60817db29dd8d235751c67311b180e889b1c79577968883e3cf2df07dcb1875c"
   },
   "skill_atlas": {
     "skill_count": 12,
@@ -1041,8 +1045,8 @@
       "trust_level": "local",
       "license": "MIT",
       "checksums": {
-        "package_sha256": "f34bc1b155763d5269ae0ae904de35383fd4d0000006af8ad7a6c85ab7ce4b20",
-        "archive_sha256": "2c2f2d3a4fffe1dfc54e282c1058efc1d3476b7de588f8e9167b26a7428a63d2"
+        "package_sha256": "60817db29dd8d235751c67311b180e889b1c79577968883e3cf2df07dcb1875c",
+        "archive_sha256": "5d160bd148b5febdf20537e481703a695dab8d8f8a2cfe21cc1ee101e375546a"
       },
       "compatibility": {
         "openai": "pass",
@@ -1073,7 +1077,7 @@
       },
       "distribution": {
         "archive_verified": true,
-        "archive_sha256": "2c2f2d3a4fffe1dfc54e282c1058efc1d3476b7de588f8e9167b26a7428a63d2",
+        "archive_sha256": "5d160bd148b5febdf20537e481703a695dab8d8f8a2cfe21cc1ee101e375546a",
         "package_verification": "reports/package_verification.json",
         "install_simulated": true,
         "install_simulation": "reports/install_simulation.json"
@@ -1089,8 +1093,8 @@
       "target_count": 4,
       "adapter_count": 4,
       "archive_present": true,
-      "archive_sha256": "2c2f2d3a4fffe1dfc54e282c1058efc1d3476b7de588f8e9167b26a7428a63d2",
-      "archive_entry_count": 557,
+      "archive_sha256": "5d160bd148b5febdf20537e481703a695dab8d8f8a2cfe21cc1ee101e375546a",
+      "archive_entry_count": 558,
       "failure_count": 0,
       "warning_count": 0
     },
@@ -1101,7 +1105,7 @@
     "ok": true,
     "summary": {
       "archive_present": true,
-      "archive_entry_count": 557,
+      "archive_entry_count": 558,
       "archive_extracted": true,
       "entrypoint_loaded": true,
       "manifest_loaded": true,
@@ -1168,12 +1172,12 @@
         {
           "field": "archive_sha256",
           "from": "",
-          "to": "2c2f2d3a4fffe1dfc54e282c1058efc1d3476b7de588f8e9167b26a7428a63d2"
+          "to": "5d160bd148b5febdf20537e481703a695dab8d8f8a2cfe21cc1ee101e375546a"
         },
         {
           "field": "package_sha256",
           "from": "0000000000000000000000000000000000000000000000000000000000000000",
-          "to": "f34bc1b155763d5269ae0ae904de35383fd4d0000006af8ad7a6c85ab7ce4b20"
+          "to": "60817db29dd8d235751c67311b180e889b1c79577968883e3cf2df07dcb1875c"
         }
       ]
     },
diff --git a/reports/skill_atlas.json b/reports/skill_atlas.json
index b7688da7..12b23844 100644
--- a/reports/skill_atlas.json
+++ b/reports/skill_atlas.json
@@ -127,6 +127,7 @@
           "scripts/review_studio_formatting.py",
           "scripts/review_studio_gates.py",
           "scripts/review_studio_layout.py",
+          "scripts/review_studio_output_review.py",
           "scripts/review_studio_world_class.py",
           "scripts/review_viewer_data.py",
           "scripts/run_conformance_suite.py",
diff --git a/reports/skill_os2_audit.json b/reports/skill_os2_audit.json
index 4e888c1f..b8506c70 100644
--- a/reports/skill_os2_audit.json
+++ b/reports/skill_os2_audit.json
@@ -197,7 +197,7 @@
       "key": "trust-security",
       "label": "Trust Security",
       "status": "pass",
-      "current": "secrets 0; scripts 89; help failures 0",
+      "current": "secrets 0; scripts 90; help failures 0",
       "target": "Secrets, scripts, dependencies, permissions, and package hash are reviewable",
       "evidence": [
         {
@@ -281,7 +281,7 @@
       "key": "registry-distribution",
       "label": "Registry Distribution",
       "status": "pass",
-      "current": "zip entries 557; install failures 0; permission failures 0",
+      "current": "zip entries 558; install failures 0; permission failures 0",
       "target": "Package metadata, archive checksum, package verification, and install simulation pass",
       "evidence": [
         {
diff --git a/reports/skill_os2_audit.md b/reports/skill_os2_audit.md
index 4d63f0fc..0a3ba09a 100644
--- a/reports/skill_os2_audit.md
+++ b/reports/skill_os2_audit.md
@@ -23,11 +23,11 @@ Generated at: `2026-06-14`
 | Human Adjudication | human-required | 0/5 decisions; pending 5 | Real reviewer decisions recorded before claiming output review completion | Record real A/B choices in the decision template, then regenerate adjudication. |
 | Benchmark Reproducibility | pass | artifacts 20; missing 0; failures 3 | Public methodology, reproducible commands, required artifacts, and failure disclosure are machine-checkable | Keep the manifest current with every benchmark, package, and release evidence change. |
 | Runtime Conformance | pass | 5/5 targets pass | Target package structure, metadata, relative paths, and degradation notes pass | Keep target conformance fixtures updated as platform contracts change. |
-| Trust Security | pass | secrets 0; scripts 89; help failures 0 | Secrets, scripts, dependencies, permissions, and package hash are reviewable | Keep high-permission approvals scoped, expiring, and target-mapped. |
+| Trust Security | pass | secrets 0; scripts 90; help failures 0 | Secrets, scripts, dependencies, permissions, and package hash are reviewable | Keep high-permission approvals scoped, expiring, and target-mapped. |
 | Permission Metadata | pass | 4/4 target probes pass; metadata fallback 4 | Packaged adapters expose explicit permission metadata and residual risks | Preserve residual-risk notes until real native enforcement exists. |
 | Native Permission Enforcement | external-required | native-enforced targets 0 | At least one target/client enforces approved permissions at runtime | Integrate a real client or installer runtime guard before claiming native permission enforcement. |
 | Skill Atlas | pass | 12 skills; actionable collisions 0 | Workspace catalog, route overlap, stale/owner gaps, drift, and no-route opportunities | Feed real drift data into Atlas once client telemetry is installed. |
-| Registry Distribution | pass | zip entries 557; install failures 0; permission failures 0 | Package metadata, archive checksum, package verification, and install simulation pass | Regenerate registry after package verification so checksums stay aligned. |
+| Registry Distribution | pass | zip entries 558; install failures 0; permission failures 0 | Package metadata, archive checksum, package verification, and install simulation pass | Regenerate registry after package verification so checksums stay aligned. |
 | Review Studio | pass | decision review; warnings 3; score 91 | One page shows gates, evidence paths, blockers, warnings, actions, waivers, and annotations | Resolve human/external warning gates before claiming full release readiness. |
 | Telemetry Drift | pass | events 1; risk low; recipes 5 | Local-first metadata-only event contract, aggregate drift report, hook recipes, and import path | Keep raw JSONL out of distributed packages and use aggregate reports for Atlas. |
 | Native Client Telemetry | external-required | external source events 0; adoption samples 0 | A real Browser/Chrome/provider client sends production metadata events | Install a real client against the native host and import production metadata-only events. |
diff --git a/reports/skill_os2_coverage.json b/reports/skill_os2_coverage.json
index 5cae860c..7ff45da7 100644
--- a/reports/skill_os2_coverage.json
+++ b/reports/skill_os2_coverage.json
@@ -122,7 +122,7 @@
       "label": "Trust Security",
       "status": "pass",
       "objective": "Scripts, dependencies, permissions, secrets, and package hash are reviewable for team distribution.",
-      "current": "89 scripts; secrets 0; help failures 0",
+      "current": "90 scripts; secrets 0; help failures 0",
       "command": "python3 scripts/yao.py trust .",
       "test": "python3 tests/verify_trust_check.py",
       "evidence": [
@@ -196,7 +196,7 @@
       "label": "Registry Distribution",
       "status": "pass",
       "objective": "Skill packages are installable, versioned, checksumed, and upgrade-reviewable.",
-      "current": "archive entries 557; install failures 0",
+      "current": "archive entries 558; install failures 0",
       "command": "python3 scripts/yao.py package . --platform openai --platform claude --platform generic --platform vscode --output-dir dist --zip && python3 scripts/yao.py registry-audit .",
       "test": "python3 tests/verify_registry_audit.py",
       "evidence": [
diff --git a/reports/skill_os2_coverage.md b/reports/skill_os2_coverage.md
index 73d5d6b4..9f539e18 100644
--- a/reports/skill_os2_coverage.md
+++ b/reports/skill_os2_coverage.md
@@ -21,9 +21,9 @@ This report maps the Skill OS 2.0 upgrade blueprint to concrete local artifacts,
 | Skill IR | `pass` | schema 2.0.0; targets 5 | `python3 scripts/yao.py skill-ir .` | `python3 tests/verify_skill_ir.py` |
 | Output Eval Lab | `pass` | 5 cases; delta 100.0; execution 10 | `python3 scripts/yao.py output-exec . && python3 scripts/yao.py output-review .` | `python3 tests/verify_output_eval_lab.py` |
 | Runtime Conformance | `pass` | 5/5 targets pass | `python3 scripts/yao.py conformance .` | `python3 tests/verify_conformance_suite.py` |
-| Trust Security | `pass` | 89 scripts; secrets 0; help failures 0 | `python3 scripts/yao.py trust .` | `python3 tests/verify_trust_check.py` |
+| Trust Security | `pass` | 90 scripts; secrets 0; help failures 0 | `python3 scripts/yao.py trust .` | `python3 tests/verify_trust_check.py` |
 | Skill Atlas | `pass` | 12 scanned skills; actionable collisions 0 | `python3 scripts/yao.py skill-atlas --workspace-root .` | `python3 tests/verify_skill_atlas.py` |
-| Registry Distribution | `pass` | archive entries 557; install failures 0 | `python3 scripts/yao.py package . --platform openai --platform claude --platform generic --platform vscode --output-dir dist --zip && python3 scripts/yao.py registry-audit .` | `python3 tests/verify_registry_audit.py` |
+| Registry Distribution | `pass` | archive entries 558; install failures 0 | `python3 scripts/yao.py package . --platform openai --platform claude --platform generic --platform vscode --output-dir dist --zip && python3 scripts/yao.py registry-audit .` | `python3 tests/verify_registry_audit.py` |
 | Review Studio | `pass` | 16 gates; decision review; warnings 3 | `python3 scripts/yao.py review-studio .` | `python3 tests/verify_review_studio.py` |
 | Telemetry Drift | `pass` | events 1; recipes 5; risk low | `python3 scripts/yao.py telemetry-hooks . && python3 scripts/yao.py adoption-drift .` | `python3 tests/verify_telemetry_hooks.py` |
 
diff --git a/reports/upgrade_check.json b/reports/upgrade_check.json
index 772b438c..5091a54a 100644
--- a/reports/upgrade_check.json
+++ b/reports/upgrade_check.json
@@ -70,12 +70,12 @@
       {
         "field": "archive_sha256",
         "from": "",
-        "to": "2c2f2d3a4fffe1dfc54e282c1058efc1d3476b7de588f8e9167b26a7428a63d2"
+        "to": "5d160bd148b5febdf20537e481703a695dab8d8f8a2cfe21cc1ee101e375546a"
       },
       {
         "field": "package_sha256",
         "from": "0000000000000000000000000000000000000000000000000000000000000000",
-        "to": "f34bc1b155763d5269ae0ae904de35383fd4d0000006af8ad7a6c85ab7ce4b20"
+        "to": "60817db29dd8d235751c67311b180e889b1c79577968883e3cf2df07dcb1875c"
       }
     ]
   },
diff --git a/scripts/adjudicate_output_review.py b/scripts/adjudicate_output_review.py
index 1200481d..b4e8ec8c 100644
--- a/scripts/adjudicate_output_review.py
+++ b/scripts/adjudicate_output_review.py
@@ -216,6 +216,96 @@ def build_summary(pairs: list[dict[str, Any]], failures: list[str]) -> dict[str,
     }
 
 
+def checklist_readiness(pair: dict[str, Any]) -> tuple[str, str]:
+    status = pair.get("status")
+    if status in {"match", "disagree"}:
+        return "adjudicated", "Reviewer decision is valid; answer key is revealed for this case."
+    if status == "invalid":
+        return "fix-decision", "Reviewer decision exists but failed validation; answer key remains hidden."
+    return "awaiting-decision", "Reviewer has not selected A or B yet; answer key remains hidden."
+
+
+def build_reviewer_checklist(
+    pairs: list[dict[str, Any]],
+    blind_pack_path: Path,
+    decisions_path: Path,
+) -> list[dict[str, Any]]:
+    checklist = []
+    for pair in pairs:
+        readiness, blocking_reason = checklist_readiness(pair)
+        checklist.append(
+            {
+                "case_id": pair.get("case_id", ""),
+                "readiness": readiness,
+                "blocking_reason": blocking_reason,
+                "status": pair.get("status", "pending"),
+                "reviewer_winner_variant": pair.get("reviewer_winner_variant", ""),
+                "answer_key_visible": bool(pair.get("expected_revealed")),
+                "prompt": pair.get("prompt", ""),
+                "blind_pack_path": display_path(blind_pack_path),
+                "decisions_path": display_path(decisions_path),
+                "commands": {
+                    "write_template": "python3 scripts/adjudicate_output_review.py --write-template",
+                    "adjudicate": "python3 scripts/yao.py output-review",
+                    "refresh_review_studio": "python3 scripts/yao.py review-studio .",
+                },
+                "required_fields": {
+                    "winner_variant": "A or B after reading only the blind review pack.",
+                    "confidence": "Optional number from 0 to 1.",
+                    "reason": "Short rationale; do not reveal baseline or with-skill labels before adjudication.",
+                },
+                "privacy_contract": [
+                    "Do not paste raw private user data into the decision reason.",
+                    "Do not open the answer key before reviewer choices are recorded.",
+                    "Leave winner_variant blank when the reviewer is not ready to decide.",
+                ],
+            }
+        )
+    return checklist
+
+
+def add_checklist_summary(summary: dict[str, Any], checklist: list[dict[str, Any]]) -> dict[str, Any]:
+    enriched = dict(summary)
+    enriched["reviewer_checklist_count"] = len(checklist)
+    enriched["reviewer_checklist_pending_count"] = sum(1 for item in checklist if item["readiness"] == "awaiting-decision")
+    enriched["reviewer_checklist_invalid_count"] = sum(1 for item in checklist if item["readiness"] == "fix-decision")
+    enriched["reviewer_checklist_ready_count"] = sum(1 for item in checklist if item["readiness"] == "adjudicated")
+    return enriched
+
+
+def render_reviewer_checklist(checklist: list[dict[str, Any]]) -> list[str]:
+    lines = [
+        "## Reviewer Checklist",
+        "",
+        "| Case | Readiness | Answer key | Decision file |",
+        "| --- | --- | --- | --- |",
+    ]
+    if not checklist:
+        lines.append("| `none` | `adjudicated` | n/a | none |")
+        return lines
+    for item in checklist:
+        answer_key = "visible" if item.get("answer_key_visible") else "hidden"
+        lines.append(
+            f"| `{item['case_id']}` | `{item['readiness']}` | `{answer_key}` | `{item['decisions_path']}` |"
+        )
+    for item in checklist:
+        lines.extend(["", f"### {item['case_id']}", ""])
+        lines.append(f"- readiness: `{item['readiness']}`")
+        lines.append(f"- blocking reason: {item['blocking_reason']}")
+        lines.append(f"- answer key visible: `{str(item['answer_key_visible']).lower()}`")
+        lines.append(f"- blind pack: `{item['blind_pack_path']}`")
+        lines.append(f"- decisions: `{item['decisions_path']}`")
+        lines.extend(["", "#### Commands", ""])
+        for label, command in item.get("commands", {}).items():
+            lines.append(f"- {label}: `{command}`")
+        lines.extend(["", "#### Required Fields", ""])
+        for label, description in item.get("required_fields", {}).items():
+            lines.append(f"- {label}: {description}")
+        lines.extend(["", "#### Privacy Contract", ""])
+        lines.extend(f"- {contract}" for contract in item.get("privacy_contract", []))
+    return lines
+
+
 def render_markdown(payload: dict[str, Any]) -> str:
     summary = payload["summary"]
     lines = [
@@ -230,6 +320,7 @@ def render_markdown(payload: dict[str, Any]) -> str:
         f"- Invalid decisions: `{summary['invalid_decision_count']}`",
         f"- Answer keys revealed: `{summary['answer_revealed_count']}`",
         f"- Pending/invalid answers hidden: `{summary['pending_answer_hidden_count']}`",
+        f"- Reviewer checklist: `{summary['reviewer_checklist_ready_count']}` ready / `{summary['reviewer_checklist_count']}` total",
         "",
     ]
     if summary["judgment_count"] == 0:
@@ -262,6 +353,7 @@ def render_markdown(payload: dict[str, Any]) -> str:
         lines.extend(["", "## Failures", ""])
         for failure in payload["failures"]:
             lines.append(f"- {failure}")
+    lines.extend(["", *render_reviewer_checklist(payload.get("reviewer_checklist", []))])
     lines.extend(
         [
             "",
@@ -314,6 +406,8 @@ def adjudicate_output_review(
         failures.extend(pair_failures)
 
     summary = build_summary(adjudicated_pairs, failures)
+    reviewer_checklist = build_reviewer_checklist(adjudicated_pairs, blind_pack_path, decisions_path)
+    summary = add_checklist_summary(summary, reviewer_checklist)
     payload = {
         "schema_version": "1.0",
         "ok": not failures,
@@ -329,6 +423,7 @@ def adjudicate_output_review(
         },
         "template_written": template_written,
         "pairs": adjudicated_pairs,
+        "reviewer_checklist": reviewer_checklist,
         "failures": failures,
     }
     output_json.parent.mkdir(parents=True, exist_ok=True)
diff --git a/scripts/render_review_studio.py b/scripts/render_review_studio.py
index e9ac90ba..c8bbd5b5 100644
--- a/scripts/render_review_studio.py
+++ b/scripts/render_review_studio.py
@@ -10,13 +10,13 @@ from review_studio_data import evidence_paths, insight_cards, load_review_data
 from review_studio_formatting import registry_package_summary, render_kv_grid
 from review_studio_gates import add_blockers_from_gate, build_gates, status_label, weighted_score
 from review_studio_layout import render_review_nav, review_studio_css
+from review_studio_output_review import render_output_review_section
 from review_studio_world_class import render_world_class_evidence_entries, render_world_class_intake_checklist
 
 
 ROOT = Path(__file__).resolve().parent.parent
 
 
-
 def display_path(skill_dir: Path, path: Path) -> str:
     try:
         return str(path.resolve().relative_to(skill_dir.resolve()))
@@ -514,9 +514,12 @@ def render_html(report: dict[str, Any]) -> str:
             "invalid_decision_count",
             "answer_revealed_count",
             "pending_answer_hidden_count",
+            "reviewer_checklist_count",
+            "reviewer_checklist_pending_count",
         ],
         "review adjudication report missing",
     )
+    output_review_section_html = render_output_review_section(report["data"].get("output_review_adjudication", {}))
     blueprint_panel = render_kv_grid(
         blueprint_summary,
         [
@@ -723,6 +726,7 @@ def render_html(report: dict[str, Any]) -> str:
       <div class="panel"><h2>审定报告</h2>{review_panel}</div>
     </section>
 
+    {output_review_section_html}
     <section class="twocol">
       <div class="panel"><h2>发布标准</h2><p>Governed 和 Library 至少需要 5 个 output eval cases，并覆盖 file-backed、near-neighbor、boundary case、execution evidence 和 blind A/B review pack。</p></div>
       <div class="panel"><h2>人工结论</h2><p>没有 reviewer 决策时只显示 pending；只有真实决策文件会进入一致率和分歧统计。</p></div>
diff --git a/scripts/review_studio_layout.py b/scripts/review_studio_layout.py
index 81c80e6e..3b38c35b 100644
--- a/scripts/review_studio_layout.py
+++ b/scripts/review_studio_layout.py
@@ -253,6 +253,77 @@ def review_studio_css() -> str:
       margin: 0;
       padding-left: 18px;
     }
+    .output-review-grid {
+      display: grid;
+      grid-template-columns: minmax(0, 1fr);
+      gap: 16px;
+      margin-top: 16px;
+    }
+    .output-review-card {
+      border: 1px solid var(--line);
+      border-radius: 8px;
+      padding: 18px;
+      background: #fff;
+      display: grid;
+      gap: 12px;
+      min-width: 0;
+    }
+    .output-review-card.awaiting-decision,
+    .output-review-card.fix-decision { border-left: 4px solid var(--warn); }
+    .output-review-card.adjudicated { border-left: 4px solid var(--pass); }
+    .output-review-card span,
+    .output-review-card p,
+    .output-review-card dd,
+    .output-review-card li {
+      color: var(--muted);
+      font-size: 14px;
+      overflow-wrap: anywhere;
+    }
+    .output-review-card dl {
+      display: grid;
+      grid-template-columns: 86px minmax(0, 1fr);
+      gap: 6px 10px;
+      margin: 0;
+    }
+    .output-review-card dt { color: var(--ink); font-size: 14px; }
+    .output-review-card dd { margin: 0; min-width: 0; }
+    .output-review-steps {
+      display: grid;
+      grid-template-columns: repeat(3, minmax(0, 1fr));
+      gap: 12px;
+      border-top: 1px solid var(--line);
+      padding-top: 12px;
+    }
+    .output-review-steps h4 {
+      margin: 0 0 6px;
+      color: var(--ink);
+      font-size: 14px;
+      font-weight: 500;
+    }
+    .output-review-steps ul {
+      margin: 0;
+      padding-left: 18px;
+    }
+    .output-review-commands,
+    .output-review-fields {
+      list-style: none;
+      padding: 0;
+      display: grid;
+      gap: 8px;
+    }
+    .output-review-commands li,
+    .output-review-fields li {
+      display: grid;
+      gap: 2px;
+      min-width: 0;
+      padding: 8px 0 0;
+      border-top: 1px solid var(--line);
+    }
+    .output-review-commands code {
+      overflow-wrap: anywhere;
+      white-space: normal;
+      display: block;
+    }
     .world-intake-grid {
       display: grid;
       grid-template-columns: minmax(0, 1fr);
@@ -373,7 +444,7 @@ def review_studio_css() -> str:
       font-size: 13px;
     }
     @media (max-width: 980px) {
-      .metrics, .gates, .twocol, .actions-grid, .annotations-grid, .world-evidence-grid, .world-evidence-columns, .world-intake-grid, .world-intake-steps, .kv-grid { grid-template-columns: 1fr; }
+      .metrics, .gates, .twocol, .actions-grid, .annotations-grid, .output-review-grid, .output-review-steps, .world-evidence-grid, .world-evidence-columns, .world-intake-grid, .world-intake-steps, .kv-grid { grid-template-columns: 1fr; }
       main { padding: 32px 18px 60px; }
       nav { justify-content: flex-start; overflow-x: auto; flex-wrap: nowrap; }
       nav a { flex: 0 0 auto; }
diff --git a/scripts/review_studio_output_review.py b/scripts/review_studio_output_review.py
new file mode 100644
index 00000000..1fe4478c
--- /dev/null
+++ b/scripts/review_studio_output_review.py
@@ -0,0 +1,84 @@
+#!/usr/bin/env python3
+"""Output review HTML helpers for Review Studio."""
+
+import html
+from typing import Any
+
+
+SCRIPT_INTERFACE = "internal-module"
+SCRIPT_INTERFACE_REASON = "Imported by render_review_studio.py to render output review checklist cards."
+
+
+def render_required_fields(fields: dict[str, Any]) -> str:
+    if not fields:
+        return "<p class='muted'>暂无字段要求。</p>"
+    items = []
+    for key, value in fields.items():
+        items.append(f"<li><strong>{html.escape(str(key))}</strong><span>{html.escape(str(value))}</span></li>")
+    return "<ul class='output-review-fields'>" + "".join(items) + "</ul>"
+
+
+def render_command_list(commands: dict[str, Any]) -> str:
+    if not commands:
+        return "<p class='muted'>暂无命令。</p>"
+    items = []
+    for label, command in commands.items():
+        if not command:
+            continue
+        items.append(
+            "<li>"
+            f"<span>{html.escape(str(label))}</span>"
+            f"<code>{html.escape(str(command))}</code>"
+            "</li>"
+        )
+    return "<ul class='output-review-commands'>" + "".join(items) + "</ul>" if items else "<p class='muted'>暂无命令。</p>"
+
+
+def render_contract(items: list[Any]) -> str:
+    if not items:
+        return "<p class='muted'>暂无边界。</p>"
+    return "<ul>" + "".join(f"<li>{html.escape(str(item))}</li>" for item in items) + "</ul>"
+
+
+def render_output_review_checklist(adjudication: dict[str, Any]) -> str:
+    checklist = adjudication.get("reviewer_checklist", []) if isinstance(adjudication, dict) else []
+    if not checklist:
+        return "<p class='muted'>当前没有输出评审操作清单。</p>"
+    cards = []
+    for item in checklist:
+        readiness = str(item.get("readiness", "awaiting-decision"))
+        answer_key = "可见" if item.get("answer_key_visible") else "隐藏"
+        cards.append(
+            "<article class='output-review-card "
+            + html.escape(readiness)
+            + "'>"
+            f"<div><span>{html.escape(readiness)} · 答案{html.escape(answer_key)}</span>"
+            f"<h3>{html.escape(str(item.get('case_id', 'case')))}</h3></div>"
+            f"<p>{html.escape(str(item.get('blocking_reason', '')))}</p>"
+            f"<dl><dt>盲评包</dt><dd><code>{html.escape(str(item.get('blind_pack_path', '')))}</code></dd>"
+            f"<dt>决策表</dt><dd><code>{html.escape(str(item.get('decisions_path', '')))}</code></dd>"
+            f"<dt>提示词</dt><dd>{html.escape(str(item.get('prompt', '')))}</dd></dl>"
+            "<div class='output-review-steps'>"
+            "<div><h4>操作命令</h4>"
+            + render_command_list(item.get("commands", {}) if isinstance(item.get("commands", {}), dict) else {})
+            + "</div>"
+            "<div><h4>字段要求</h4>"
+            + render_required_fields(item.get("required_fields", {}) if isinstance(item.get("required_fields", {}), dict) else {})
+            + "</div>"
+            "<div><h4>隐私边界</h4>"
+            + render_contract(item.get("privacy_contract", []) if isinstance(item.get("privacy_contract", []), list) else [])
+            + "</div>"
+            "</div>"
+            "</article>"
+        )
+    return "<div class='output-review-grid'>" + "".join(cards) + "</div>"
+
+
+def render_output_review_section(adjudication: dict[str, Any]) -> str:
+    return (
+        "<section>"
+        "<h2>评审清单</h2>"
+        "<p class='muted'>每张卡片对应一个 blind A/B case，说明当前是否待判、答案是否仍隐藏、应填写的决策文件、有效字段和复跑命令。</p>"
+        f"{render_output_review_checklist(adjudication)}"
+        "</section>"
+    )
diff --git a/skill-ir/examples/yao-meta-skill.json b/skill-ir/examples/yao-meta-skill.json
index 9dff6e9f..bc4c541f 100644
--- a/skill-ir/examples/yao-meta-skill.json
+++ b/skill-ir/examples/yao-meta-skill.json
@@ -171,6 +171,7 @@
       "scripts/review_studio_formatting.py",
       "scripts/review_studio_gates.py",
       "scripts/review_studio_layout.py",
+      "scripts/review_studio_output_review.py",
       "scripts/review_studio_world_class.py",
       "scripts/review_viewer_data.py",
       "scripts/run_conformance_suite.py",
@@ -186,8 +187,7 @@
       "scripts/sync_local_install.py",
       "scripts/telemetry_native_host.py",
       "scripts/trigger_eval.py",
-      "scripts/trust_check.py",
-      "scripts/upgrade_check.py"
+      "scripts/trust_check.py"
     ],
     "assets": [
       "templates/basic_skill.md.j2",
diff --git a/skill_atlas/catalog.json b/skill_atlas/catalog.json
index d0f2529d..551eabf5 100644
--- a/skill_atlas/catalog.json
+++ b/skill_atlas/catalog.json
@@ -83,6 +83,7 @@
         "scripts/review_studio_formatting.py",
         "scripts/review_studio_gates.py",
         "scripts/review_studio_layout.py",
+        "scripts/review_studio_output_review.py",
         "scripts/review_studio_world_class.py",
         "scripts/review_viewer_data.py",
         "scripts/run_conformance_suite.py",
diff --git a/tests/verify_output_review_adjudication.py b/tests/verify_output_review_adjudication.py
index dcab76e2..a69d1478 100644
--- a/tests/verify_output_review_adjudication.py
+++ b/tests/verify_output_review_adjudication.py
@@ -77,11 +77,24 @@ def main() -> None:
     assert pending_payload["summary"]["needs_review"], pending_payload
     assert pending_payload["summary"]["answer_revealed_count"] == 0, pending_payload
     assert pending_payload["summary"]["pending_answer_hidden_count"] == 5, pending_payload
+    assert pending_payload["summary"]["reviewer_checklist_count"] == 5, pending_payload
+    assert pending_payload["summary"]["reviewer_checklist_pending_count"] == 5, pending_payload
+    assert pending_payload["summary"]["reviewer_checklist_ready_count"] == 0, pending_payload
+    assert pending_payload["summary"]["reviewer_checklist_invalid_count"] == 0, pending_payload
     assert all(not item["expected_winner_variant"] and not item["expected_revealed"] for item in pending_payload["pairs"]), pending_payload
+    checklist = {item["case_id"]: item for item in pending_payload["reviewer_checklist"]}
+    assert checklist["skill-package-contract"]["readiness"] == "awaiting-decision", checklist["skill-package-contract"]
+    assert checklist["skill-package-contract"]["answer_key_visible"] is False, checklist["skill-package-contract"]
+    assert checklist["skill-package-contract"]["decisions_path"].endswith("tests/tmp_output_review_adjudication/missing_decisions.json"), checklist["skill-package-contract"]
+    assert checklist["skill-package-contract"]["commands"]["write_template"] == "python3 scripts/adjudicate_output_review.py --write-template", checklist["skill-package-contract"]
+    assert checklist["skill-package-contract"]["required_fields"]["winner_variant"].startswith("A or B"), checklist["skill-package-contract"]
     assert "No reviewer decisions recorded yet" in pending_md.read_text(encoding="utf-8"), pending_md
     pending_text = pending_md.read_text(encoding="utf-8")
     assert "| skill-package-contract | pending | hidden | pending |" in pending_text, pending_text
     assert "| skill-package-contract | pending | A | pending |" not in pending_text, pending_text
+    assert "Reviewer Checklist" in pending_text, pending_text
+    assert "Reviewer checklist: `0` ready / `5` total" in pending_text, pending_text
+    assert "answer key visible: `false`" in pending_text, pending_text
 
     template_path = tmp_root / "output_review_decisions.json"
     template_proc = run(
@@ -147,8 +160,12 @@ def main() -> None:
     assert filled_payload["summary"]["agreement_rate"] == 100.0, filled_payload
     assert filled_payload["summary"]["answer_revealed_count"] == 5, filled_payload
     assert filled_payload["summary"]["pending_answer_hidden_count"] == 0, filled_payload
+    assert filled_payload["summary"]["reviewer_checklist_ready_count"] == 5, filled_payload
+    assert filled_payload["summary"]["reviewer_checklist_pending_count"] == 0, filled_payload
     assert all(item["status"] == "match" for item in filled_payload["pairs"]), filled_payload
     assert all(item["expected_winner_variant"] in {"A", "B"} and item["expected_revealed"] for item in filled_payload["pairs"]), filled_payload
+    filled_checklist = {item["case_id"]: item for item in filled_payload["reviewer_checklist"]}
+    assert all(item["readiness"] == "adjudicated" and item["answer_key_visible"] for item in filled_checklist.values()), filled_checklist
 
     invalid = {
         "schema_version": "1.0",
@@ -186,8 +203,12 @@ def main() -> None:
     assert not invalid_payload["ok"], invalid_payload
     assert invalid_payload["summary"]["invalid_decision_count"] == 1, invalid_payload
     assert invalid_payload["summary"]["answer_revealed_count"] == 0, invalid_payload
+    assert invalid_payload["summary"]["reviewer_checklist_invalid_count"] == 1, invalid_payload
     assert invalid_payload["pairs"][0]["expected_winner_variant"] == "", invalid_payload
     assert invalid_payload["pairs"][0]["expected_revealed"] is False, invalid_payload
+    invalid_checklist = {item["case_id"]: item for item in invalid_payload["reviewer_checklist"]}
+    assert invalid_checklist[answer_key["answers"][0]["case_id"]]["readiness"] == "fix-decision", invalid_checklist
+    assert invalid_checklist[answer_key["answers"][0]["case_id"]]["answer_key_visible"] is False, invalid_checklist
     assert invalid_payload["failures"], invalid_payload
 
     print(json.dumps({"ok": True}, ensure_ascii=False, indent=2))
diff --git a/tests/verify_review_studio.py b/tests/verify_review_studio.py
index 8935f494..1b5bf7cd 100644
--- a/tests/verify_review_studio.py
+++ b/tests/verify_review_studio.py
@@ -383,7 +383,14 @@ def main() -> None:
     assert full_payload["data"]["output_review_adjudication"]["summary"]["pending_count"] == 5, full_payload["data"]["output_review_adjudication"]
     assert full_payload["data"]["output_review_adjudication"]["summary"]["answer_revealed_count"] == 0, full_payload["data"]["output_review_adjudication"]
     assert full_payload["data"]["output_review_adjudication"]["summary"]["pending_answer_hidden_count"] == 5, full_payload["data"]["output_review_adjudication"]
+    assert full_payload["data"]["output_review_adjudication"]["summary"]["reviewer_checklist_count"] == 5, full_payload["data"]["output_review_adjudication"]
+    assert full_payload["data"]["output_review_adjudication"]["summary"]["reviewer_checklist_pending_count"] == 5, full_payload["data"]["output_review_adjudication"]
+    assert full_payload["data"]["output_review_adjudication"]["summary"]["reviewer_checklist_ready_count"] == 0, full_payload["data"]["output_review_adjudication"]
     assert all(not item["expected_revealed"] for item in full_payload["data"]["output_review_adjudication"]["pairs"]), full_payload["data"]["output_review_adjudication"]
+    output_review_checklist = full_payload["data"]["output_review_adjudication"]["reviewer_checklist"]
+    assert len(output_review_checklist) == 5, output_review_checklist
+    assert all(not item["answer_key_visible"] for item in output_review_checklist), output_review_checklist
+    assert output_review_checklist[0]["commands"]["adjudicate"] == "python3 scripts/yao.py output-review", output_review_checklist[0]
     assert full_payload["data"]["review_annotations"]["summary"]["annotation_count"] == 0, full_payload["data"]["review_annotations"]
     assert full_payload["data"]["compiled_targets"]["summary"]["target_count"] >= 4, full_payload["data"]["compiled_targets"]
     assert full_payload["data"]["compiled_targets"]["summary"]["block_count"] == 0, full_payload["data"]["compiled_targets"]
@@ -515,6 +522,12 @@ def main() -> None:
     assert "执行证据" in html, html
     assert "盲评包" in html, html[:5000]
     assert "审定报告" in html, html
+    assert "评审清单" in html, html
+    assert "output-review-grid" in html, html
+    assert "awaiting-decision" in html, html
+    assert "答案隐藏" in html, html
+    assert "winner_variant" in html, html
+    assert "python3 scripts/yao.py output-review" in html, html
     assert "答案揭示" in html, html
     assert "答案隐藏" in html, html
     assert "注册审计" in html, html[:3000]
diff --git a/tests/verify_yao_cli.py b/tests/verify_yao_cli.py
index 4904de21..422be677 100644
--- a/tests/verify_yao_cli.py
+++ b/tests/verify_yao_cli.py
@@ -615,6 +615,9 @@ def main() -> None:
     assert output_review_result["ok"], output_review_result
     assert output_review_result["payload"]["summary"]["judgment_count"] == 0, output_review_result
     assert output_review_result["payload"]["summary"]["pending_count"] == 5, output_review_result
+    assert output_review_result["payload"]["summary"]["reviewer_checklist_count"] == 5, output_review_result
+    assert output_review_result["payload"]["summary"]["reviewer_checklist_pending_count"] == 5, output_review_result
+    assert all(not item["answer_key_visible"] for item in output_review_result["payload"]["reviewer_checklist"]), output_review_result
     assert (created / "reports" / "output_review_adjudication.md").exists(), output_review_result
 
     conformance_result = run("conformance", str(created))