From 0cf7f32e32e2b5654a4d03cf91f025446e6d5b7b Mon Sep 17 00:00:00 2001
From: yaojingang <kingboke@gmail.com>
Date: Sun, 14 Jun 2026 06:56:44 +0800
Subject: [PATCH] feat: add output review kit

---
 Makefile                                    |   5 +-
 registry/index.json                         |   2 +-
 registry/packages/yao-meta-skill.json       |   2 +-
 reports/adoption_drift_report.json          |   2 +-
 reports/architecture_maintainability.json   |  30 +-
 reports/architecture_maintainability.md     |  18 +-
 reports/benchmark_reproducibility.json      |  50 +-
 reports/benchmark_reproducibility.md        |  26 +-
 reports/compiled_targets.json               | 110 ++--
 reports/context_budget.json                 |   6 +-
 reports/install_simulation.json             |   2 +-
 reports/output_execution_runs.json          |  20 +-
 reports/output_execution_runs.md            |  20 +-
 reports/output_review_adjudication.json     |   5 +
 reports/output_review_adjudication.md       |   5 +
 reports/output_review_kit.json              | 267 ++++++++
 reports/output_review_kit.md                | 138 +++++
 reports/python_compatibility.json           |  14 +-
 reports/python_compatibility.md             |   2 +-
 reports/registry_audit.json                 |   4 +-
 reports/registry_audit.md                   |   2 +-
 reports/review-studio.html                  |  20 +-
 reports/review-studio.json                  | 638 +++++++++++++++-----
 reports/security_trust_report.json          |  43 +-
 reports/security_trust_report.md            |  17 +-
 reports/skill-overview.html                 |   4 +-
 reports/skill-overview.json                 |  70 ++-
 reports/skill_atlas.json                    |   1 +
 reports/skill_os2_audit.json                |   2 +-
 reports/skill_os2_audit.md                  |   2 +-
 reports/skill_os2_coverage.json             |   2 +-
 reports/skill_os2_coverage.md               |   2 +-
 reports/upgrade_check.json                  |   2 +-
 reports/world_class_claim_guard.json        |   6 +-
 reports/world_class_claim_guard.md          |   2 +-
 reports/world_class_evidence_intake.json    |   1 +
 reports/world_class_evidence_intake.md      |   1 +
 reports/world_class_evidence_ledger.json    |   1 +
 reports/world_class_evidence_plan.json      |   4 +-
 reports/world_class_evidence_plan.md        |   4 +-
 scripts/adjudicate_output_review.py         |   1 +
 scripts/ci_test.py                          |   1 +
 scripts/prepare_output_review_kit.py        | 316 ++++++++++
 scripts/render_world_class_evidence_plan.py |   4 +-
 scripts/review_studio_data.py               |   8 +
 scripts/review_studio_output_review.py      |   2 +-
 scripts/skill_report_model.py               |  12 +-
 scripts/yao.py                              |  21 +
 scripts/yao_cli_parser.py                   |  12 +
 skill-ir/examples/yao-meta-skill.json       |   4 +-
 skill_atlas/catalog.json                    |   1 +
 tests/verify_output_review_kit.py           | 203 +++++++
 tests/verify_yao_cli.py                     |   2 +
 53 files changed, 1787 insertions(+), 352 deletions(-)
 create mode 100644 reports/output_review_kit.json
 create mode 100644 reports/output_review_kit.md
 create mode 100644 scripts/prepare_output_review_kit.py
 create mode 100644 tests/verify_output_review_kit.py

diff --git a/Makefile b/Makefile
index be0d84c4..449e2c91 100644
--- a/Makefile
+++ b/Makefile
@@ -2,7 +2,7 @@ PYTHON ?= python3
 LOCAL_SKILL_INSTALL_DIR ?= $(HOME)/.agents/skills.disabled/yao-meta-skill
 ACTIVE_SKILL_INSTALL_DIR ?= $(HOME)/.agents/skills/yao-meta-skill
 
-.PHONY: eval eval-suite route-scorecard route-confusion-check description-optimization judge-blind-eval description-optimization-check promotion-check python-compat-check architecture-maintainability-check yao-cli-check skill-overview-check skill-report-metrics-check skill-report-charts-check skill-ir-check compiler-check output-eval-check output-execution-check output-review-adjudication-check runtime-conformance-check runtime-permission-check trust-check skill-atlas-check registry-audit-check package-verify-check install-simulation-check upgrade-check review-viewer-check review-studio-check skill-os2-audit-check skill-os2-coverage-check world-class-evidence-check world-class-ledger-check world-class-intake-check world-class-submission-review-check world-class-claim-guard-check benchmark-reproducibility-check feedback-check adoption-drift-check telemetry-import-check telemetry-emit-check telemetry-hooks-check telemetry-native-host-check review-waivers-check review-annotations-check baseline-compare-check reference-scan-check github-benchmark-scan-check intent-confidence-check reference-synthesis-check output-risk-profile-check artifact-design-profile-check prompt-quality-profile-check system-model-check iteration-directions-check description-drift-history iteration-ledger results-panel regression-history context-reports portability-report portability-check failure-regression-check package-check package-failure-check security-boundary-check local-install-sync-check snapshot-check validate lint governance-check resource-boundary-check quality-check sync-local-install sync-active-install test ci-test clean
+.PHONY: eval eval-suite route-scorecard route-confusion-check description-optimization judge-blind-eval description-optimization-check promotion-check python-compat-check architecture-maintainability-check yao-cli-check skill-overview-check skill-report-metrics-check skill-report-charts-check skill-ir-check compiler-check output-eval-check output-execution-check output-review-kit-check output-review-adjudication-check runtime-conformance-check runtime-permission-check trust-check skill-atlas-check registry-audit-check package-verify-check install-simulation-check upgrade-check review-viewer-check review-studio-check skill-os2-audit-check skill-os2-coverage-check world-class-evidence-check world-class-ledger-check world-class-intake-check world-class-submission-review-check world-class-claim-guard-check benchmark-reproducibility-check feedback-check adoption-drift-check telemetry-import-check telemetry-emit-check telemetry-hooks-check telemetry-native-host-check review-waivers-check review-annotations-check baseline-compare-check reference-scan-check github-benchmark-scan-check intent-confidence-check reference-synthesis-check output-risk-profile-check artifact-design-profile-check prompt-quality-profile-check system-model-check iteration-directions-check description-drift-history iteration-ledger results-panel regression-history context-reports portability-report portability-check failure-regression-check package-check package-failure-check security-boundary-check local-install-sync-check snapshot-check validate lint governance-check resource-boundary-check quality-check sync-local-install sync-active-install test ci-test clean
 
 eval:
 	$(PYTHON) scripts/trigger_eval.py --description-file evals/improved_description.txt --cases evals/trigger_cases.json --baseline-description-file evals/baseline_description.txt
@@ -58,6 +58,9 @@ output-eval-check:
 output-execution-check:
 	$(PYTHON) tests/verify_output_execution_runs.py
 
+output-review-kit-check:
+	$(PYTHON) tests/verify_output_review_kit.py
+
 output-review-adjudication-check:
 	$(PYTHON) tests/verify_output_review_adjudication.py
 
diff --git a/registry/index.json b/registry/index.json
index 5205ba2b..36930d77 100644
--- a/registry/index.json
+++ b/registry/index.json
@@ -16,7 +16,7 @@
         "vscode"
       ],
       "package_metadata": "registry/packages/yao-meta-skill.json",
-      "package_sha256": "68a0228b56de8c9e9e94d64d7c1e386bf3dff55c0f6228b65f91e75d02525926"
+      "package_sha256": "33ca97e8df3e3c75228595ab8bd06d65c697ef708723a0a53637bd8f22bbcfda"
     }
   ]
 }
diff --git a/registry/packages/yao-meta-skill.json b/registry/packages/yao-meta-skill.json
index d475731c..49d442ee 100644
--- a/registry/packages/yao-meta-skill.json
+++ b/registry/packages/yao-meta-skill.json
@@ -16,7 +16,7 @@
   "trust_level": "local",
   "license": "MIT",
   "checksums": {
-    "package_sha256": "68a0228b56de8c9e9e94d64d7c1e386bf3dff55c0f6228b65f91e75d02525926",
+    "package_sha256": "33ca97e8df3e3c75228595ab8bd06d65c697ef708723a0a53637bd8f22bbcfda",
     "archive_sha256": "cb1ac8c62bc5dee942a88f18eb5d71c93ae58f854ac19f3d912f9c9c3a4ec24e"
   },
   "compatibility": {
diff --git a/reports/adoption_drift_report.json b/reports/adoption_drift_report.json
index de4a7b4a..f7e50a9e 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": "2026-06-13T22:37:14Z",
+  "generated_at": "2026-06-13T22:55:26Z",
   "skill_dir": ".",
   "privacy_contract": {
     "storage": "local-first",
diff --git a/reports/architecture_maintainability.json b/reports/architecture_maintainability.json
index a37a50ba..30366ec3 100644
--- a/reports/architecture_maintainability.json
+++ b/reports/architecture_maintainability.json
@@ -4,12 +4,12 @@
   "generated_at": "2026-06-13",
   "skill_dir": ".",
   "summary": {
-    "python_file_count": 149,
-    "script_file_count": 92,
-    "test_file_count": 57,
+    "python_file_count": 151,
+    "script_file_count": 93,
+    "test_file_count": 58,
     "internal_module_count": 19,
-    "cli_script_count": 74,
-    "command_handler_count": 33,
+    "cli_script_count": 75,
+    "command_handler_count": 34,
     "warn_line_threshold": 900,
     "block_line_threshold": 1500,
     "largest_file_lines": 898,
@@ -27,21 +27,21 @@
     },
     {
       "path": "tests/verify_yao_cli.py",
-      "lines": 891,
+      "lines": 893,
       "kind": "test",
       "severity": "pass",
       "recommendation": "Break broad integration assertions into focused verifier helpers when the next behavior change lands."
     },
     {
       "path": "scripts/yao.py",
-      "lines": 841,
+      "lines": 862,
       "kind": "cli-script",
       "severity": "pass",
       "recommendation": "Split command handlers by domain while keeping scripts/yao.py as the thin CLI orchestrator."
     },
     {
       "path": "scripts/skill_report_model.py",
-      "lines": 782,
+      "lines": 792,
       "kind": "internal-module",
       "severity": "pass",
       "recommendation": "Watch this file before adding new responsibilities; extract a helper module when one concern dominates."
@@ -53,6 +53,13 @@
       "severity": "pass",
       "recommendation": "Watch this file before adding new responsibilities; extract a helper module when one concern dominates."
     },
+    {
+      "path": "scripts/yao_cli_parser.py",
+      "lines": 726,
+      "kind": "internal-module",
+      "severity": "pass",
+      "recommendation": "Watch this file before adding new responsibilities; extract a helper module when one concern dominates."
+    },
     {
       "path": "scripts/optimize_description.py",
       "lines": 723,
@@ -67,13 +74,6 @@
       "severity": "pass",
       "recommendation": "Watch this file before adding new responsibilities; extract a helper module when one concern dominates."
     },
-    {
-      "path": "scripts/yao_cli_parser.py",
-      "lines": 714,
-      "kind": "internal-module",
-      "severity": "pass",
-      "recommendation": "Watch this file before adding new responsibilities; extract a helper module when one concern dominates."
-    },
     {
       "path": "scripts/render_review_viewer.py",
       "lines": 685,
diff --git a/reports/architecture_maintainability.md b/reports/architecture_maintainability.md
index 861ca2f6..c6cf541a 100644
--- a/reports/architecture_maintainability.md
+++ b/reports/architecture_maintainability.md
@@ -5,12 +5,12 @@ Generated at: `2026-06-13`
 ## Summary
 
 - decision: `pass`
-- python files: `149`
-- scripts: `92`
-- tests: `57`
+- python files: `151`
+- scripts: `93`
+- tests: `58`
 - internal modules: `19`
-- CLI scripts: `74`
-- Yao CLI command handlers: `33`
+- CLI scripts: `75`
+- Yao CLI command handlers: `34`
 - largest file lines: `898`
 - hotspots: `0`
 - blockers: `0`
@@ -26,13 +26,13 @@ No file-size hotspots found.
 | File | Lines | Kind | Severity |
 | --- | ---: | --- | --- |
 | `scripts/render_review_studio.py` | `898` | `cli-script` | `pass` |
-| `tests/verify_yao_cli.py` | `891` | `test` | `pass` |
-| `scripts/yao.py` | `841` | `cli-script` | `pass` |
-| `scripts/skill_report_model.py` | `782` | `internal-module` | `pass` |
+| `tests/verify_yao_cli.py` | `893` | `test` | `pass` |
+| `scripts/yao.py` | `862` | `cli-script` | `pass` |
+| `scripts/skill_report_model.py` | `792` | `internal-module` | `pass` |
 | `scripts/compile_skill.py` | `734` | `cli-script` | `pass` |
+| `scripts/yao_cli_parser.py` | `726` | `internal-module` | `pass` |
 | `scripts/optimize_description.py` | `723` | `cli-script` | `pass` |
 | `scripts/trust_check.py` | `714` | `internal-module` | `pass` |
-| `scripts/yao_cli_parser.py` | `714` | `internal-module` | `pass` |
 | `scripts/render_review_viewer.py` | `685` | `cli-script` | `pass` |
 | `scripts/build_skill_atlas.py` | `674` | `cli-script` | `pass` |
 | `scripts/skill_report_layout.py` | `653` | `internal-module` | `pass` |
diff --git a/reports/benchmark_reproducibility.json b/reports/benchmark_reproducibility.json
index 46b61156..40384470 100644
--- a/reports/benchmark_reproducibility.json
+++ b/reports/benchmark_reproducibility.json
@@ -3,16 +3,13 @@
   "ok": true,
   "generated_at": "2026-06-14",
   "skill_dir": ".",
-  "commit": "30539bed7a29dd88c2f289dd0c115da9834dd5d9",
+  "commit": "ecdb16dd90025bcca3051be4c6a1b5b723c7ec75",
   "git_status": {
     "available": true,
     "dirty": true,
-    "changed_file_count": 60,
+    "changed_file_count": 59,
     "sample": [
-      " M AGENTS.md",
       " M Makefile",
-      " M README.md",
-      " M evidence/world_class/README.md",
       " M registry/index.json",
       " M registry/packages/yao-meta-skill.json",
       " M reports/adoption_drift_report.json",
@@ -20,7 +17,10 @@
       " M reports/architecture_maintainability.json",
       " M reports/architecture_maintainability.md",
       " M reports/benchmark_reproducibility.json",
-      " M reports/benchmark_reproducibility.md"
+      " M reports/benchmark_reproducibility.md",
+      " M reports/compiled_targets.json",
+      " M reports/context_budget.json",
+      " M reports/install_simulation.json"
     ]
   },
   "summary": {
@@ -42,7 +42,7 @@
     "world_class_task_count": 4,
     "world_class_ledger_pending_count": 4,
     "working_tree_dirty": true,
-    "changed_file_count": 60
+    "changed_file_count": 59
   },
   "methodology": {
     "path": "reports/benchmark_methodology.md",
@@ -116,7 +116,7 @@
       "path": "reports/output_execution_runs.json",
       "exists": true,
       "bytes": 7967,
-      "sha256": "34fa0a084b7537cca412b4bbea4018639ceac9e98ddf83a6d25ee2dc7f7dbe4f"
+      "sha256": "b86a205e0eee68676a822c4f818b5ea0496c381c783043832be72050d5a1e716"
     },
     {
       "label": "blind_review",
@@ -129,8 +129,8 @@
       "label": "review_adjudication",
       "path": "reports/output_review_adjudication.json",
       "exists": true,
-      "bytes": 9125,
-      "sha256": "5765254c430947c7e2b05883831d7db0b886d607b59f9a8a2602dcfa925f400b"
+      "bytes": 9495,
+      "sha256": "240485a721af49d5c75fe8049e9ef74b50546f685aa6346ab9e20713fb1105f4"
     },
     {
       "label": "trigger_scorecard",
@@ -150,22 +150,22 @@
       "label": "trust_report",
       "path": "reports/security_trust_report.json",
       "exists": true,
-      "bytes": 94809,
-      "sha256": "1d256935f965a265ae5c60e8600a081db8aebe1fdeff7068c5d08fb521fe653b"
+      "bytes": 95873,
+      "sha256": "6205af0ad3c9980eab785d7644832b1ca804d898eebcf993cced83c23b256fa4"
     },
     {
       "label": "python_compatibility",
       "path": "reports/python_compatibility.json",
       "exists": true,
-      "bytes": 19840,
-      "sha256": "9b8f5b17fe2711b17557366edda49a89bbf2e378576de52d7de798137dc8a421"
+      "bytes": 20093,
+      "sha256": "e5dd973d0b5c78c5e40d52727939134b8167d742cb90bea2141744c0f7d5fa33"
     },
     {
       "label": "registry_audit",
       "path": "reports/registry_audit.json",
       "exists": true,
       "bytes": 3183,
-      "sha256": "c3ae3224b9339aec1e01e695835aa14113bf23979100eda2099fa9609e841c17"
+      "sha256": "daedc9b8047e2926221f39209d0751dac67b160c2c68fded0fcca796d9727144"
     },
     {
       "label": "package_verification",
@@ -179,42 +179,42 @@
       "path": "reports/install_simulation.json",
       "exists": true,
       "bytes": 8758,
-      "sha256": "465f407ccc808169f5380550161f481ab8f0fbc20ef9ab170814fb703b05fe3b"
+      "sha256": "3c9306b5b1221f5951f69598c8e7104557ea17635f11c42b8b52a37cae6d22a2"
     },
     {
       "label": "skill_os2_audit",
       "path": "reports/skill_os2_audit.json",
       "exists": true,
       "bytes": 13946,
-      "sha256": "340c10df7350d74cbfe3fd77461ce2cbab201198fd93fd276e7273eb6f6222e7"
+      "sha256": "9c22f67024a63d8646c2306ef642e06848bb443adde690e2f97573024e3a636b"
     },
     {
       "label": "world_class_evidence_plan",
       "path": "reports/world_class_evidence_plan.json",
       "exists": true,
-      "bytes": 9532,
-      "sha256": "ed1274b7c18cac9e683bb4a24a5ed8039d1eb582d676f0fc26cc3a33e5371a67"
+      "bytes": 9634,
+      "sha256": "7ff33ae06f00247f97fa85ca3268aaa61f672aebba75ac96fc3d932b4997daa2"
     },
     {
       "label": "world_class_evidence_ledger",
       "path": "reports/world_class_evidence_ledger.json",
       "exists": true,
-      "bytes": 10750,
-      "sha256": "e6dfdb22dc9f54255c1d4b42d36c035ffafbca4fe1d1bc6569c5e8262443f257"
+      "bytes": 10790,
+      "sha256": "2e2dc29095a05d481353fec00f5b87c3381c81ba9661fb36b03496d5e5db325e"
     },
     {
       "label": "world_class_evidence_intake",
       "path": "reports/world_class_evidence_intake.json",
       "exists": true,
-      "bytes": 12369,
-      "sha256": "465f8d915a869ad536c2d71ba26dc536b82ba64e6e98013e8dbd0efd1bb92883"
+      "bytes": 12411,
+      "sha256": "10ac53e66486505ff1646f5616ffa334c0e2a2ac99d9d54cf6222d2ee3868063"
     },
     {
       "label": "world_class_claim_guard",
       "path": "reports/world_class_claim_guard.json",
       "exists": true,
-      "bytes": 8093,
-      "sha256": "24396b9ecb4351cb9e3dff3d69b83bb940bf1507387a086cb0a08ca8cfdfa618"
+      "bytes": 8179,
+      "sha256": "299a88eb7b47d16761d66980e01ccd8164609e344c3c98bb0b8a67b56cf68edd"
     }
   ],
   "missing_artifacts": [],
diff --git a/reports/benchmark_reproducibility.md b/reports/benchmark_reproducibility.md
index 55c53334..44d02ebd 100644
--- a/reports/benchmark_reproducibility.md
+++ b/reports/benchmark_reproducibility.md
@@ -1,7 +1,7 @@
 # Benchmark Reproducibility
 
 Generated at: `2026-06-14`
-Commit: `30539bed7a29dd88c2f289dd0c115da9834dd5d9`
+Commit: `ecdb16dd90025bcca3051be4c6a1b5b723c7ec75`
 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: `60`
+- changed files at generation: `59`
 
 This report proves local benchmark reproducibility only. It keeps external provider and human-review gaps visible instead of counting them as complete.
 
@@ -40,21 +40,21 @@ 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 | `34fa0a084b75` |
+| output_execution | `reports/output_execution_runs.json` | present | `b86a205e0eee` |
 | blind_review | `reports/output_blind_review_pack.json` | present | `bbe2db8ec277` |
-| review_adjudication | `reports/output_review_adjudication.json` | present | `5765254c4309` |
+| review_adjudication | `reports/output_review_adjudication.json` | present | `240485a721af` |
 | trigger_scorecard | `reports/route_scorecard.json` | present | `c164e83e36d0` |
 | runtime_conformance | `reports/conformance_matrix.json` | present | `8251329e663d` |
-| trust_report | `reports/security_trust_report.json` | present | `1d256935f965` |
-| python_compatibility | `reports/python_compatibility.json` | present | `9b8f5b17fe27` |
-| registry_audit | `reports/registry_audit.json` | present | `c3ae3224b933` |
+| trust_report | `reports/security_trust_report.json` | present | `6205af0ad3c9` |
+| python_compatibility | `reports/python_compatibility.json` | present | `e5dd973d0b5c` |
+| registry_audit | `reports/registry_audit.json` | present | `daedc9b8047e` |
 | package_verification | `reports/package_verification.json` | present | `89dbb682f4a4` |
-| install_simulation | `reports/install_simulation.json` | present | `465f407ccc80` |
-| skill_os2_audit | `reports/skill_os2_audit.json` | present | `340c10df7350` |
-| world_class_evidence_plan | `reports/world_class_evidence_plan.json` | present | `ed1274b7c18c` |
-| world_class_evidence_ledger | `reports/world_class_evidence_ledger.json` | present | `e6dfdb22dc9f` |
-| world_class_evidence_intake | `reports/world_class_evidence_intake.json` | present | `465f8d915a86` |
-| world_class_claim_guard | `reports/world_class_claim_guard.json` | present | `24396b9ecb43` |
+| install_simulation | `reports/install_simulation.json` | present | `3c9306b5b122` |
+| skill_os2_audit | `reports/skill_os2_audit.json` | present | `9c22f67024a6` |
+| world_class_evidence_plan | `reports/world_class_evidence_plan.json` | present | `7ff33ae06f00` |
+| world_class_evidence_ledger | `reports/world_class_evidence_ledger.json` | present | `2e2dc29095a0` |
+| world_class_evidence_intake | `reports/world_class_evidence_intake.json` | present | `10ac53e66486` |
+| world_class_claim_guard | `reports/world_class_claim_guard.json` | present | `299a88eb7b47` |
 
 ## Reproduction Commands
 
diff --git a/reports/compiled_targets.json b/reports/compiled_targets.json
index 6d5da159..77a50459 100644
--- a/reports/compiled_targets.json
+++ b/reports/compiled_targets.json
@@ -166,6 +166,7 @@
             "scripts/lint_skill.py",
             "scripts/local_output_eval_runner.py",
             "scripts/optimize_description.py",
+            "scripts/prepare_output_review_kit.py",
             "scripts/prepare_world_class_submission_kit.py",
             "scripts/probe_runtime_permissions.py",
             "scripts/promotion_checker.py",
@@ -223,8 +224,7 @@
             "scripts/skill_report_layout.py",
             "scripts/skill_report_metrics.py",
             "scripts/skill_report_model.py",
-            "scripts/sync_local_install.py",
-            "scripts/telemetry_native_host.py"
+            "scripts/sync_local_install.py"
           ],
           "assets": [
             "templates/basic_skill.md.j2",
@@ -383,7 +383,7 @@
             },
             "file_write": {
               "required": true,
-              "script_count": 62,
+              "script_count": 63,
               "scripts": [
                 "scripts/adjudicate_output_review.py",
                 "scripts/build_confusion_matrix.py",
@@ -399,6 +399,7 @@
                 "scripts/github_benchmark_scan.py",
                 "scripts/import_telemetry_events.py",
                 "scripts/init_skill.py",
+                "scripts/prepare_output_review_kit.py",
                 "scripts/prepare_world_class_submission_kit.py",
                 "scripts/probe_runtime_permissions.py",
                 "scripts/promotion_checker.py",
@@ -485,14 +486,14 @@
           },
           "help_smoke": {
             "enabled": true,
-            "checked_count": 75,
+            "checked_count": 76,
             "failed_count": 0,
             "failed_scripts": []
           },
           "trust_summary": {
             "secret_findings": 0,
             "network_script_count": 3,
-            "file_write_script_count": 62,
+            "file_write_script_count": 63,
             "subprocess_script_count": 9,
             "interactive_script_count": 0,
             "help_smoke_failed_count": 0
@@ -514,7 +515,7 @@
           ],
           "capability_counts": {
             "network": 3,
-            "file_write": 62,
+            "file_write": 63,
             "subprocess": 9,
             "interactive": 0
           },
@@ -627,7 +628,7 @@
           },
           "file_write": {
             "required": true,
-            "script_count": 62,
+            "script_count": 63,
             "scripts": [
               "scripts/adjudicate_output_review.py",
               "scripts/build_confusion_matrix.py",
@@ -643,6 +644,7 @@
               "scripts/github_benchmark_scan.py",
               "scripts/import_telemetry_events.py",
               "scripts/init_skill.py",
+              "scripts/prepare_output_review_kit.py",
               "scripts/prepare_world_class_submission_kit.py",
               "scripts/probe_runtime_permissions.py",
               "scripts/promotion_checker.py",
@@ -729,14 +731,14 @@
         },
         "help_smoke": {
           "enabled": true,
-          "checked_count": 75,
+          "checked_count": 76,
           "failed_count": 0,
           "failed_scripts": []
         },
         "trust_summary": {
           "secret_findings": 0,
           "network_script_count": 3,
-          "file_write_script_count": 62,
+          "file_write_script_count": 63,
           "subprocess_script_count": 9,
           "interactive_script_count": 0,
           "help_smoke_failed_count": 0
@@ -756,7 +758,7 @@
         ],
         "capability_counts": {
           "network": 3,
-          "file_write": 62,
+          "file_write": 63,
           "subprocess": 9,
           "interactive": 0
         },
@@ -1011,6 +1013,7 @@
             "scripts/lint_skill.py",
             "scripts/local_output_eval_runner.py",
             "scripts/optimize_description.py",
+            "scripts/prepare_output_review_kit.py",
             "scripts/prepare_world_class_submission_kit.py",
             "scripts/probe_runtime_permissions.py",
             "scripts/promotion_checker.py",
@@ -1068,8 +1071,7 @@
             "scripts/skill_report_layout.py",
             "scripts/skill_report_metrics.py",
             "scripts/skill_report_model.py",
-            "scripts/sync_local_install.py",
-            "scripts/telemetry_native_host.py"
+            "scripts/sync_local_install.py"
           ],
           "assets": [
             "templates/basic_skill.md.j2",
@@ -1228,7 +1230,7 @@
             },
             "file_write": {
               "required": true,
-              "script_count": 62,
+              "script_count": 63,
               "scripts": [
                 "scripts/adjudicate_output_review.py",
                 "scripts/build_confusion_matrix.py",
@@ -1244,6 +1246,7 @@
                 "scripts/github_benchmark_scan.py",
                 "scripts/import_telemetry_events.py",
                 "scripts/init_skill.py",
+                "scripts/prepare_output_review_kit.py",
                 "scripts/prepare_world_class_submission_kit.py",
                 "scripts/probe_runtime_permissions.py",
                 "scripts/promotion_checker.py",
@@ -1330,14 +1333,14 @@
           },
           "help_smoke": {
             "enabled": true,
-            "checked_count": 75,
+            "checked_count": 76,
             "failed_count": 0,
             "failed_scripts": []
           },
           "trust_summary": {
             "secret_findings": 0,
             "network_script_count": 3,
-            "file_write_script_count": 62,
+            "file_write_script_count": 63,
             "subprocess_script_count": 9,
             "interactive_script_count": 0,
             "help_smoke_failed_count": 0
@@ -1359,7 +1362,7 @@
           ],
           "capability_counts": {
             "network": 3,
-            "file_write": 62,
+            "file_write": 63,
             "subprocess": 9,
             "interactive": 0
           },
@@ -1472,7 +1475,7 @@
           },
           "file_write": {
             "required": true,
-            "script_count": 62,
+            "script_count": 63,
             "scripts": [
               "scripts/adjudicate_output_review.py",
               "scripts/build_confusion_matrix.py",
@@ -1488,6 +1491,7 @@
               "scripts/github_benchmark_scan.py",
               "scripts/import_telemetry_events.py",
               "scripts/init_skill.py",
+              "scripts/prepare_output_review_kit.py",
               "scripts/prepare_world_class_submission_kit.py",
               "scripts/probe_runtime_permissions.py",
               "scripts/promotion_checker.py",
@@ -1574,14 +1578,14 @@
         },
         "help_smoke": {
           "enabled": true,
-          "checked_count": 75,
+          "checked_count": 76,
           "failed_count": 0,
           "failed_scripts": []
         },
         "trust_summary": {
           "secret_findings": 0,
           "network_script_count": 3,
-          "file_write_script_count": 62,
+          "file_write_script_count": 63,
           "subprocess_script_count": 9,
           "interactive_script_count": 0,
           "help_smoke_failed_count": 0
@@ -1601,7 +1605,7 @@
         ],
         "capability_counts": {
           "network": 3,
-          "file_write": 62,
+          "file_write": 63,
           "subprocess": 9,
           "interactive": 0
         },
@@ -1856,6 +1860,7 @@
             "scripts/lint_skill.py",
             "scripts/local_output_eval_runner.py",
             "scripts/optimize_description.py",
+            "scripts/prepare_output_review_kit.py",
             "scripts/prepare_world_class_submission_kit.py",
             "scripts/probe_runtime_permissions.py",
             "scripts/promotion_checker.py",
@@ -1913,8 +1918,7 @@
             "scripts/skill_report_layout.py",
             "scripts/skill_report_metrics.py",
             "scripts/skill_report_model.py",
-            "scripts/sync_local_install.py",
-            "scripts/telemetry_native_host.py"
+            "scripts/sync_local_install.py"
           ],
           "assets": [
             "templates/basic_skill.md.j2",
@@ -2073,7 +2077,7 @@
             },
             "file_write": {
               "required": true,
-              "script_count": 62,
+              "script_count": 63,
               "scripts": [
                 "scripts/adjudicate_output_review.py",
                 "scripts/build_confusion_matrix.py",
@@ -2089,6 +2093,7 @@
                 "scripts/github_benchmark_scan.py",
                 "scripts/import_telemetry_events.py",
                 "scripts/init_skill.py",
+                "scripts/prepare_output_review_kit.py",
                 "scripts/prepare_world_class_submission_kit.py",
                 "scripts/probe_runtime_permissions.py",
                 "scripts/promotion_checker.py",
@@ -2175,14 +2180,14 @@
           },
           "help_smoke": {
             "enabled": true,
-            "checked_count": 75,
+            "checked_count": 76,
             "failed_count": 0,
             "failed_scripts": []
           },
           "trust_summary": {
             "secret_findings": 0,
             "network_script_count": 3,
-            "file_write_script_count": 62,
+            "file_write_script_count": 63,
             "subprocess_script_count": 9,
             "interactive_script_count": 0,
             "help_smoke_failed_count": 0
@@ -2204,7 +2209,7 @@
           ],
           "capability_counts": {
             "network": 3,
-            "file_write": 62,
+            "file_write": 63,
             "subprocess": 9,
             "interactive": 0
           },
@@ -2310,7 +2315,7 @@
           },
           "file_write": {
             "required": true,
-            "script_count": 62,
+            "script_count": 63,
             "scripts": [
               "scripts/adjudicate_output_review.py",
               "scripts/build_confusion_matrix.py",
@@ -2326,6 +2331,7 @@
               "scripts/github_benchmark_scan.py",
               "scripts/import_telemetry_events.py",
               "scripts/init_skill.py",
+              "scripts/prepare_output_review_kit.py",
               "scripts/prepare_world_class_submission_kit.py",
               "scripts/probe_runtime_permissions.py",
               "scripts/promotion_checker.py",
@@ -2412,14 +2418,14 @@
         },
         "help_smoke": {
           "enabled": true,
-          "checked_count": 75,
+          "checked_count": 76,
           "failed_count": 0,
           "failed_scripts": []
         },
         "trust_summary": {
           "secret_findings": 0,
           "network_script_count": 3,
-          "file_write_script_count": 62,
+          "file_write_script_count": 63,
           "subprocess_script_count": 9,
           "interactive_script_count": 0,
           "help_smoke_failed_count": 0
@@ -2439,7 +2445,7 @@
         ],
         "capability_counts": {
           "network": 3,
-          "file_write": 62,
+          "file_write": 63,
           "subprocess": 9,
           "interactive": 0
         },
@@ -2685,6 +2691,7 @@
             "scripts/lint_skill.py",
             "scripts/local_output_eval_runner.py",
             "scripts/optimize_description.py",
+            "scripts/prepare_output_review_kit.py",
             "scripts/prepare_world_class_submission_kit.py",
             "scripts/probe_runtime_permissions.py",
             "scripts/promotion_checker.py",
@@ -2742,8 +2749,7 @@
             "scripts/skill_report_layout.py",
             "scripts/skill_report_metrics.py",
             "scripts/skill_report_model.py",
-            "scripts/sync_local_install.py",
-            "scripts/telemetry_native_host.py"
+            "scripts/sync_local_install.py"
           ],
           "assets": [
             "templates/basic_skill.md.j2",
@@ -2902,7 +2908,7 @@
             },
             "file_write": {
               "required": true,
-              "script_count": 62,
+              "script_count": 63,
               "scripts": [
                 "scripts/adjudicate_output_review.py",
                 "scripts/build_confusion_matrix.py",
@@ -2918,6 +2924,7 @@
                 "scripts/github_benchmark_scan.py",
                 "scripts/import_telemetry_events.py",
                 "scripts/init_skill.py",
+                "scripts/prepare_output_review_kit.py",
                 "scripts/prepare_world_class_submission_kit.py",
                 "scripts/probe_runtime_permissions.py",
                 "scripts/promotion_checker.py",
@@ -3004,14 +3011,14 @@
           },
           "help_smoke": {
             "enabled": true,
-            "checked_count": 75,
+            "checked_count": 76,
             "failed_count": 0,
             "failed_scripts": []
           },
           "trust_summary": {
             "secret_findings": 0,
             "network_script_count": 3,
-            "file_write_script_count": 62,
+            "file_write_script_count": 63,
             "subprocess_script_count": 9,
             "interactive_script_count": 0,
             "help_smoke_failed_count": 0
@@ -3033,7 +3040,7 @@
           ],
           "capability_counts": {
             "network": 3,
-            "file_write": 62,
+            "file_write": 63,
             "subprocess": 9,
             "interactive": 0
           },
@@ -3139,7 +3146,7 @@
           },
           "file_write": {
             "required": true,
-            "script_count": 62,
+            "script_count": 63,
             "scripts": [
               "scripts/adjudicate_output_review.py",
               "scripts/build_confusion_matrix.py",
@@ -3155,6 +3162,7 @@
               "scripts/github_benchmark_scan.py",
               "scripts/import_telemetry_events.py",
               "scripts/init_skill.py",
+              "scripts/prepare_output_review_kit.py",
               "scripts/prepare_world_class_submission_kit.py",
               "scripts/probe_runtime_permissions.py",
               "scripts/promotion_checker.py",
@@ -3241,14 +3249,14 @@
         },
         "help_smoke": {
           "enabled": true,
-          "checked_count": 75,
+          "checked_count": 76,
           "failed_count": 0,
           "failed_scripts": []
         },
         "trust_summary": {
           "secret_findings": 0,
           "network_script_count": 3,
-          "file_write_script_count": 62,
+          "file_write_script_count": 63,
           "subprocess_script_count": 9,
           "interactive_script_count": 0,
           "help_smoke_failed_count": 0
@@ -3268,7 +3276,7 @@
         ],
         "capability_counts": {
           "network": 3,
-          "file_write": 62,
+          "file_write": 63,
           "subprocess": 9,
           "interactive": 0
         },
@@ -3514,6 +3522,7 @@
             "scripts/lint_skill.py",
             "scripts/local_output_eval_runner.py",
             "scripts/optimize_description.py",
+            "scripts/prepare_output_review_kit.py",
             "scripts/prepare_world_class_submission_kit.py",
             "scripts/probe_runtime_permissions.py",
             "scripts/promotion_checker.py",
@@ -3571,8 +3580,7 @@
             "scripts/skill_report_layout.py",
             "scripts/skill_report_metrics.py",
             "scripts/skill_report_model.py",
-            "scripts/sync_local_install.py",
-            "scripts/telemetry_native_host.py"
+            "scripts/sync_local_install.py"
           ],
           "assets": [
             "templates/basic_skill.md.j2",
@@ -3731,7 +3739,7 @@
             },
             "file_write": {
               "required": true,
-              "script_count": 62,
+              "script_count": 63,
               "scripts": [
                 "scripts/adjudicate_output_review.py",
                 "scripts/build_confusion_matrix.py",
@@ -3747,6 +3755,7 @@
                 "scripts/github_benchmark_scan.py",
                 "scripts/import_telemetry_events.py",
                 "scripts/init_skill.py",
+                "scripts/prepare_output_review_kit.py",
                 "scripts/prepare_world_class_submission_kit.py",
                 "scripts/probe_runtime_permissions.py",
                 "scripts/promotion_checker.py",
@@ -3833,14 +3842,14 @@
           },
           "help_smoke": {
             "enabled": true,
-            "checked_count": 75,
+            "checked_count": 76,
             "failed_count": 0,
             "failed_scripts": []
           },
           "trust_summary": {
             "secret_findings": 0,
             "network_script_count": 3,
-            "file_write_script_count": 62,
+            "file_write_script_count": 63,
             "subprocess_script_count": 9,
             "interactive_script_count": 0,
             "help_smoke_failed_count": 0
@@ -3862,7 +3871,7 @@
           ],
           "capability_counts": {
             "network": 3,
-            "file_write": 62,
+            "file_write": 63,
             "subprocess": 9,
             "interactive": 0
           },
@@ -3972,7 +3981,7 @@
           },
           "file_write": {
             "required": true,
-            "script_count": 62,
+            "script_count": 63,
             "scripts": [
               "scripts/adjudicate_output_review.py",
               "scripts/build_confusion_matrix.py",
@@ -3988,6 +3997,7 @@
               "scripts/github_benchmark_scan.py",
               "scripts/import_telemetry_events.py",
               "scripts/init_skill.py",
+              "scripts/prepare_output_review_kit.py",
               "scripts/prepare_world_class_submission_kit.py",
               "scripts/probe_runtime_permissions.py",
               "scripts/promotion_checker.py",
@@ -4074,14 +4084,14 @@
         },
         "help_smoke": {
           "enabled": true,
-          "checked_count": 75,
+          "checked_count": 76,
           "failed_count": 0,
           "failed_scripts": []
         },
         "trust_summary": {
           "secret_findings": 0,
           "network_script_count": 3,
-          "file_write_script_count": 62,
+          "file_write_script_count": 63,
           "subprocess_script_count": 9,
           "interactive_script_count": 0,
           "help_smoke_failed_count": 0
@@ -4101,7 +4111,7 @@
         ],
         "capability_counts": {
           "network": 3,
-          "file_write": 62,
+          "file_write": 63,
           "subprocess": 9,
           "interactive": 0
         },
diff --git a/reports/context_budget.json b/reports/context_budget.json
index 8d754306..299abfd2 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": 1129811,
+    "other_text_tokens": 1145183,
     "estimated_initial_load_tokens": 944,
-    "estimated_total_text_tokens": 1130562,
-    "relevant_file_count": 484,
+    "estimated_total_text_tokens": 1145934,
+    "relevant_file_count": 490,
     "unused_resource_dirs": [],
     "quality_signal_points": 130,
     "quality_density": 137.7
diff --git a/reports/install_simulation.json b/reports/install_simulation.json
index f2896651..1a6a3ce4 100644
--- a/reports/install_simulation.json
+++ b/reports/install_simulation.json
@@ -8,7 +8,7 @@
   "installed_skill_dir": "tests/tmp_review_studio/install-root/simulate-yao-meta-skill/yao-meta-skill",
   "summary": {
     "archive_present": true,
-    "archive_entry_count": 563,
+    "archive_entry_count": 567,
     "archive_extracted": true,
     "entrypoint_loaded": true,
     "manifest_loaded": true,
diff --git a/reports/output_execution_runs.json b/reports/output_execution_runs.json
index 724ac2c6..127764be 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": 27.77,
+      "duration_ms": 27.61,
       "provider": "local-output-eval-runner",
       "model": "",
       "usage": {
@@ -62,7 +62,7 @@
       "execution_mode": "command",
       "model_executed": false,
       "command_executed": true,
-      "duration_ms": 28.86,
+      "duration_ms": 26.83,
       "provider": "local-output-eval-runner",
       "model": "",
       "usage": {
@@ -85,7 +85,7 @@
       "execution_mode": "command",
       "model_executed": false,
       "command_executed": true,
-      "duration_ms": 28.67,
+      "duration_ms": 28.0,
       "provider": "local-output-eval-runner",
       "model": "",
       "usage": {
@@ -113,7 +113,7 @@
       "execution_mode": "command",
       "model_executed": false,
       "command_executed": true,
-      "duration_ms": 28.37,
+      "duration_ms": 28.5,
       "provider": "local-output-eval-runner",
       "model": "",
       "usage": {
@@ -136,7 +136,7 @@
       "execution_mode": "command",
       "model_executed": false,
       "command_executed": true,
-      "duration_ms": 28.7,
+      "duration_ms": 28.58,
       "provider": "local-output-eval-runner",
       "model": "",
       "usage": {
@@ -164,7 +164,7 @@
       "execution_mode": "command",
       "model_executed": false,
       "command_executed": true,
-      "duration_ms": 27.96,
+      "duration_ms": 28.82,
       "provider": "local-output-eval-runner",
       "model": "",
       "usage": {
@@ -187,7 +187,7 @@
       "execution_mode": "command",
       "model_executed": false,
       "command_executed": true,
-      "duration_ms": 28.07,
+      "duration_ms": 28.41,
       "provider": "local-output-eval-runner",
       "model": "",
       "usage": {
@@ -214,7 +214,7 @@
       "execution_mode": "command",
       "model_executed": false,
       "command_executed": true,
-      "duration_ms": 28.42,
+      "duration_ms": 28.26,
       "provider": "local-output-eval-runner",
       "model": "",
       "usage": {
@@ -237,7 +237,7 @@
       "execution_mode": "command",
       "model_executed": false,
       "command_executed": true,
-      "duration_ms": 28.64,
+      "duration_ms": 28.37,
       "provider": "local-output-eval-runner",
       "model": "",
       "usage": {
@@ -266,7 +266,7 @@
       "execution_mode": "command",
       "model_executed": false,
       "command_executed": true,
-      "duration_ms": 28.43,
+      "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 298a7261..4256a5b7 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 | 27.77 | 33 | 0.0 | pass |
-| skill-package-contract | with_skill | command | local-output-eval-runner | 28.86 | 73 | 100.0 | pass |
-| output-eval-expectation | baseline | command | local-output-eval-runner | 28.67 | 36 | 0.0 | pass |
-| output-eval-expectation | with_skill | command | local-output-eval-runner | 28.37 | 80 | 100.0 | pass |
-| ir-before-packaging | baseline | command | local-output-eval-runner | 28.7 | 33 | 0.0 | pass |
-| ir-before-packaging | with_skill | command | local-output-eval-runner | 27.96 | 80 | 100.0 | pass |
-| near-neighbor-boundary | baseline | command | local-output-eval-runner | 28.07 | 36 | 0.0 | pass |
-| near-neighbor-boundary | with_skill | command | local-output-eval-runner | 28.42 | 65 | 100.0 | pass |
-| file-backed-governed-package | baseline | command | local-output-eval-runner | 28.64 | 37 | 0.0 | pass |
-| file-backed-governed-package | with_skill | command | local-output-eval-runner | 28.43 | 98 | 100.0 | pass |
+| skill-package-contract | baseline | command | local-output-eval-runner | 27.61 | 33 | 0.0 | pass |
+| skill-package-contract | with_skill | command | local-output-eval-runner | 26.83 | 73 | 100.0 | pass |
+| output-eval-expectation | baseline | command | local-output-eval-runner | 28.0 | 36 | 0.0 | pass |
+| output-eval-expectation | with_skill | command | local-output-eval-runner | 28.5 | 80 | 100.0 | pass |
+| ir-before-packaging | baseline | command | local-output-eval-runner | 28.58 | 33 | 0.0 | pass |
+| ir-before-packaging | with_skill | command | local-output-eval-runner | 28.82 | 80 | 100.0 | pass |
+| near-neighbor-boundary | baseline | command | local-output-eval-runner | 28.41 | 36 | 0.0 | pass |
+| near-neighbor-boundary | with_skill | command | local-output-eval-runner | 28.26 | 65 | 100.0 | pass |
+| file-backed-governed-package | baseline | command | local-output-eval-runner | 28.37 | 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 f484553c..ab0da581 100644
--- a/reports/output_review_adjudication.json
+++ b/reports/output_review_adjudication.json
@@ -92,6 +92,7 @@
       "blind_pack_path": "reports/output_blind_review_pack.json",
       "decisions_path": "reports/output_review_decisions.json",
       "commands": {
+        "prepare_review_kit": "python3 scripts/yao.py output-review-kit",
         "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 ."
@@ -118,6 +119,7 @@
       "blind_pack_path": "reports/output_blind_review_pack.json",
       "decisions_path": "reports/output_review_decisions.json",
       "commands": {
+        "prepare_review_kit": "python3 scripts/yao.py output-review-kit",
         "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 ."
@@ -144,6 +146,7 @@
       "blind_pack_path": "reports/output_blind_review_pack.json",
       "decisions_path": "reports/output_review_decisions.json",
       "commands": {
+        "prepare_review_kit": "python3 scripts/yao.py output-review-kit",
         "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 ."
@@ -170,6 +173,7 @@
       "blind_pack_path": "reports/output_blind_review_pack.json",
       "decisions_path": "reports/output_review_decisions.json",
       "commands": {
+        "prepare_review_kit": "python3 scripts/yao.py output-review-kit",
         "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 ."
@@ -196,6 +200,7 @@
       "blind_pack_path": "reports/output_blind_review_pack.json",
       "decisions_path": "reports/output_review_decisions.json",
       "commands": {
+        "prepare_review_kit": "python3 scripts/yao.py output-review-kit",
         "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 ."
diff --git a/reports/output_review_adjudication.md b/reports/output_review_adjudication.md
index 2fc622ce..b8a56a36 100644
--- a/reports/output_review_adjudication.md
+++ b/reports/output_review_adjudication.md
@@ -46,6 +46,7 @@ Expected winners stay hidden until a valid reviewer decision is recorded.
 
 #### Commands
 
+- prepare_review_kit: `python3 scripts/yao.py output-review-kit`
 - 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 .`
@@ -72,6 +73,7 @@ Expected winners stay hidden until a valid reviewer decision is recorded.
 
 #### Commands
 
+- prepare_review_kit: `python3 scripts/yao.py output-review-kit`
 - 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 .`
@@ -98,6 +100,7 @@ Expected winners stay hidden until a valid reviewer decision is recorded.
 
 #### Commands
 
+- prepare_review_kit: `python3 scripts/yao.py output-review-kit`
 - 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 .`
@@ -124,6 +127,7 @@ Expected winners stay hidden until a valid reviewer decision is recorded.
 
 #### Commands
 
+- prepare_review_kit: `python3 scripts/yao.py output-review-kit`
 - 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 .`
@@ -150,6 +154,7 @@ Expected winners stay hidden until a valid reviewer decision is recorded.
 
 #### Commands
 
+- prepare_review_kit: `python3 scripts/yao.py output-review-kit`
 - 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 .`
diff --git a/reports/output_review_kit.json b/reports/output_review_kit.json
new file mode 100644
index 00000000..196708b4
--- /dev/null
+++ b/reports/output_review_kit.json
@@ -0,0 +1,267 @@
+{
+  "schema_version": "1.0",
+  "ok": true,
+  "summary": {
+    "case_count": 5,
+    "ready_for_adjudication_count": 0,
+    "pending_decision_count": 5,
+    "invalid_decision_count": 0,
+    "reviewer_metadata_present": false,
+    "answer_key_hidden": true,
+    "answer_key_path_exposed": false,
+    "ready_to_run_adjudication": false,
+    "failure_count": 0
+  },
+  "artifacts": {
+    "reviewer_kit_json": "reports/output_review_kit.json",
+    "reviewer_kit_markdown": "reports/output_review_kit.md",
+    "blind_pack_json": "reports/output_blind_review_pack.json",
+    "blind_pack_markdown": "reports/output_blind_review_pack.md",
+    "decisions": "reports/output_review_decisions.json",
+    "adjudication_json": "reports/output_review_adjudication.json",
+    "adjudication_markdown": "reports/output_review_adjudication.md"
+  },
+  "template_written": false,
+  "review_contract": {
+    "reviewer_steps": [
+      "Open reports/output_blind_review_pack.md or this kit and compare Variant A vs Variant B for each case.",
+      "Record choices in reports/output_review_decisions.json without opening the answer key.",
+      "Use winner_variant A or B, confidence from 0 to 1, and a short reason for every case.",
+      "Run python3 scripts/yao.py output-review after choices are recorded.",
+      "Refresh python3 scripts/yao.py review-studio . before asking for release approval."
+    ],
+    "required_fields": {
+      "reviewer": "Human reviewer name or review group.",
+      "reviewed_at": "Review date or timestamp.",
+      "winner_variant": "A or B for every case.",
+      "confidence": "Optional numeric confidence from 0 to 1.",
+      "reason": "Short rationale based on the rubric, not on hidden labels."
+    },
+    "privacy_contract": [
+      "The answer key is intentionally withheld from this kit.",
+      "Do not inspect hidden labels or expected winners before decisions are recorded.",
+      "Do not paste private user data into decision reasons.",
+      "Pending decisions must stay pending instead of being counted as human agreement."
+    ]
+  },
+  "cases": [
+    {
+      "case_id": "skill-package-contract",
+      "prompt": "Turn this repeated workflow into a reusable team skill package.",
+      "input_files": [],
+      "review_instruction": "Pick A or B based only on the rubric. Do not infer which output came from the skill.",
+      "rubric": [
+        {
+          "id": "has-entrypoint",
+          "description": "Output names the routeable Skill entrypoint.",
+          "weight": 1.0
+        },
+        {
+          "id": "has-interface",
+          "description": "Output includes neutral interface metadata.",
+          "weight": 1.0
+        },
+        {
+          "id": "has-report",
+          "description": "Output points reviewer to generated overview report.",
+          "weight": 1.0
+        },
+        {
+          "id": "has-resource-boundary",
+          "description": "Output preserves entrypoint/resource separation.",
+          "weight": 1.0
+        }
+      ],
+      "variant_a": {
+        "blind_id": "skill-package-contract:A",
+        "output": "Create a routeable SKILL.md, agents/interface.yaml, reports/skill-overview.html, and a focused eval plan. Keep the root entrypoint lean, move durable guidance into references/, scripts into scripts/, and evidence into reports/."
+      },
+      "variant_b": {
+        "blind_id": "skill-package-contract:B",
+        "output": "I can write a prompt for that workflow and include a short checklist."
+      },
+      "decision_state": {
+        "status": "awaiting-decision",
+        "winner_variant_recorded": false,
+        "confidence_recorded": false,
+        "reason_recorded": false,
+        "blocking_reason": "Decision template exists but this row is still blank."
+      }
+    },
+    {
+      "case_id": "output-eval-expectation",
+      "prompt": "Upgrade this production skill so we know whether the generated output is better than baseline.",
+      "input_files": [],
+      "review_instruction": "Pick A or B based only on the rubric. Do not infer which output came from the skill.",
+      "rubric": [
+        {
+          "id": "has-baseline-comparison",
+          "description": "Output explicitly compares with-skill and baseline outputs.",
+          "weight": 1.0
+        },
+        {
+          "id": "has-assertion-grading",
+          "description": "Output includes objective assertion grading.",
+          "weight": 1.0
+        },
+        {
+          "id": "has-scorecard",
+          "description": "Output produces a scorecard report path.",
+          "weight": 1.0
+        },
+        {
+          "id": "has-failure-taxonomy",
+          "description": "Output records failure taxonomy.",
+          "weight": 1.0
+        }
+      ],
+      "variant_a": {
+        "blind_id": "output-eval-expectation:A",
+        "output": "Add Output Eval Lab cases with baseline_output and with_skill_output, run assertion grading, report with-skill vs baseline pass-rate delta, and record failure taxonomy plus next fixes in reports/output_quality_scorecard.md."
+      },
+      "variant_b": {
+        "blind_id": "output-eval-expectation:B",
+        "output": "Add more examples and run the trigger eval again."
+      },
+      "decision_state": {
+        "status": "awaiting-decision",
+        "winner_variant_recorded": false,
+        "confidence_recorded": false,
+        "reason_recorded": false,
+        "blocking_reason": "Decision template exists but this row is still blank."
+      }
+    },
+    {
+      "case_id": "ir-before-packaging",
+      "prompt": "Package this skill for OpenAI, Claude, Agent Skills, and generic targets.",
+      "input_files": [],
+      "review_instruction": "Pick A or B based only on the rubric. Do not infer which output came from the skill.",
+      "rubric": [
+        {
+          "id": "has-ir-first",
+          "description": "Output requires Skill IR before packaging.",
+          "weight": 1.0
+        },
+        {
+          "id": "has-core-ir-fields",
+          "description": "Output lists core IR contract fields.",
+          "weight": 1.0
+        },
+        {
+          "id": "has-targets",
+          "description": "Output names requested runtime targets.",
+          "weight": 1.0
+        },
+        {
+          "id": "has-semantic-preservation",
+          "description": "Output says targets must preserve the capability contract.",
+          "weight": 1.0
+        }
+      ],
+      "variant_a": {
+        "blind_id": "ir-before-packaging:A",
+        "output": "Export folders for each platform and adjust files as needed."
+      },
+      "variant_b": {
+        "blind_id": "ir-before-packaging:B",
+        "output": "Export Skill IR first with job_to_be_done, trigger_surface, workflow, resources, eval_plan, risk, and governance. Then compile or package targets from the IR so OpenAI, Claude, Agent Skills, and generic packages preserve the same capability contract."
+      },
+      "decision_state": {
+        "status": "awaiting-decision",
+        "winner_variant_recorded": false,
+        "confidence_recorded": false,
+        "reason_recorded": false,
+        "blocking_reason": "Decision template exists but this row is still blank."
+      }
+    },
+    {
+      "case_id": "near-neighbor-boundary",
+      "prompt": "I only need a one-off summary of these notes, not a reusable process.",
+      "input_files": [],
+      "review_instruction": "Pick A or B based only on the rubric. Do not infer which output came from the skill.",
+      "rubric": [
+        {
+          "id": "declines-skill",
+          "description": "Output refuses unnecessary skill creation for one-off work.",
+          "weight": 1.0
+        },
+        {
+          "id": "names-near-neighbor",
+          "description": "Output labels the request as near-neighbor instead of owned work.",
+          "weight": 1.0
+        },
+        {
+          "id": "requires-reuse-signal",
+          "description": "Output asks for repeat-use evidence before packaging.",
+          "weight": 1.0
+        }
+      ],
+      "variant_a": {
+        "blind_id": "near-neighbor-boundary:A",
+        "output": "Create a SKILL.md and a reusable workflow anyway so future notes can use it."
+      },
+      "variant_b": {
+        "blind_id": "near-neighbor-boundary:B",
+        "output": "Do not create a skill for this one-off request. Treat it as a near-neighbor: answer the summary directly unless the user confirms repeated use, shared ownership, or a reusable output contract."
+      },
+      "decision_state": {
+        "status": "awaiting-decision",
+        "winner_variant_recorded": false,
+        "confidence_recorded": false,
+        "reason_recorded": false,
+        "blocking_reason": "Decision template exists but this row is still blank."
+      }
+    },
+    {
+      "case_id": "file-backed-governed-package",
+      "prompt": "Turn the attached release brief source into a governed skill package.",
+      "input_files": [
+        "fixtures/release-brief-source.md"
+      ],
+      "review_instruction": "Pick A or B based only on the rubric. Do not infer which output came from the skill.",
+      "rubric": [
+        {
+          "id": "uses-file-backed-evidence",
+          "description": "Output names file-backed source evidence.",
+          "weight": 1.0
+        },
+        {
+          "id": "has-governance",
+          "description": "Output preserves governed ownership metadata.",
+          "weight": 1.0
+        },
+        {
+          "id": "has-output-contract",
+          "description": "Output preserves output and rollback boundaries.",
+          "weight": 1.0
+        },
+        {
+          "id": "has-trust-and-scorecard",
+          "description": "Output requires trust and output scorecard artifacts.",
+          "weight": 1.0
+        },
+        {
+          "id": "does-not-invent-evidence",
+          "description": "Output forbids invented launch evidence.",
+          "weight": 1.0
+        }
+      ],
+      "variant_a": {
+        "blind_id": "file-backed-governed-package:A",
+        "output": "Draft a release announcement with the changelog, support notes, and owner name."
+      },
+      "variant_b": {
+        "blind_id": "file-backed-governed-package:B",
+        "output": "Use the file-backed fixture as source evidence, then create a governed skill package with SKILL.md, agents/interface.yaml, owner, review cadence, input_files, output contract, rollback boundary, trust report, and reports/output_quality_scorecard.md. Mark missing launch metrics as missing evidence instead of inventing them."
+      },
+      "decision_state": {
+        "status": "awaiting-decision",
+        "winner_variant_recorded": false,
+        "confidence_recorded": false,
+        "reason_recorded": false,
+        "blocking_reason": "Decision template exists but this row is still blank."
+      }
+    }
+  ],
+  "failures": []
+}
diff --git a/reports/output_review_kit.md b/reports/output_review_kit.md
new file mode 100644
index 00000000..bc63b6c8
--- /dev/null
+++ b/reports/output_review_kit.md
@@ -0,0 +1,138 @@
+# Output Review Kit
+
+This reviewer-facing packet contains the blind A/B cases, decision fields, and command flow. It intentionally does not expose the answer key.
+
+## Summary
+
+- cases: `5`
+- ready for adjudication: `0`
+- pending decisions: `5`
+- invalid decisions: `0`
+- reviewer metadata present: `false`
+- answer key hidden: `true`
+- answer key path exposed: `false`
+
+## Review Flow
+
+1. Open reports/output_blind_review_pack.md or this kit and compare Variant A vs Variant B for each case.
+2. Record choices in reports/output_review_decisions.json without opening the answer key.
+3. Use winner_variant A or B, confidence from 0 to 1, and a short reason for every case.
+4. Run python3 scripts/yao.py output-review after choices are recorded.
+5. Refresh python3 scripts/yao.py review-studio . before asking for release approval.
+
+## Required Fields
+
+- `reviewer`: Human reviewer name or review group.
+- `reviewed_at`: Review date or timestamp.
+- `winner_variant`: A or B for every case.
+- `confidence`: Optional numeric confidence from 0 to 1.
+- `reason`: Short rationale based on the rubric, not on hidden labels.
+
+## Privacy Contract
+
+- The answer key is intentionally withheld from this kit.
+- Do not inspect hidden labels or expected winners before decisions are recorded.
+- Do not paste private user data into decision reasons.
+- Pending decisions must stay pending instead of being counted as human agreement.
+
+## Decision States
+
+| Case | State | Winner | Confidence | Reason | Blocking Reason |
+| --- | --- | --- | --- | --- | --- |
+| `skill-package-contract` | `awaiting-decision` | `false` | `false` | `false` | Decision template exists but this row is still blank. |
+| `output-eval-expectation` | `awaiting-decision` | `false` | `false` | `false` | Decision template exists but this row is still blank. |
+| `ir-before-packaging` | `awaiting-decision` | `false` | `false` | `false` | Decision template exists but this row is still blank. |
+| `near-neighbor-boundary` | `awaiting-decision` | `false` | `false` | `false` | Decision template exists but this row is still blank. |
+| `file-backed-governed-package` | `awaiting-decision` | `false` | `false` | `false` | Decision template exists but this row is still blank. |
+
+## Blind Cases
+
+### skill-package-contract
+
+Prompt: Turn this repeated workflow into a reusable team skill package.
+
+Rubric:
+- `has-entrypoint` (1.0): Output names the routeable Skill entrypoint.
+- `has-interface` (1.0): Output includes neutral interface metadata.
+- `has-report` (1.0): Output points reviewer to generated overview report.
+- `has-resource-boundary` (1.0): Output preserves entrypoint/resource separation.
+
+#### Variant A
+
+Create a routeable SKILL.md, agents/interface.yaml, reports/skill-overview.html, and a focused eval plan. Keep the root entrypoint lean, move durable guidance into references/, scripts into scripts/, and evidence into reports/.
+
+#### Variant B
+
+I can write a prompt for that workflow and include a short checklist.
+
+### output-eval-expectation
+
+Prompt: Upgrade this production skill so we know whether the generated output is better than baseline.
+
+Rubric:
+- `has-baseline-comparison` (1.0): Output explicitly compares with-skill and baseline outputs.
+- `has-assertion-grading` (1.0): Output includes objective assertion grading.
+- `has-scorecard` (1.0): Output produces a scorecard report path.
+- `has-failure-taxonomy` (1.0): Output records failure taxonomy.
+
+#### Variant A
+
+Add Output Eval Lab cases with baseline_output and with_skill_output, run assertion grading, report with-skill vs baseline pass-rate delta, and record failure taxonomy plus next fixes in reports/output_quality_scorecard.md.
+
+#### Variant B
+
+Add more examples and run the trigger eval again.
+
+### ir-before-packaging
+
+Prompt: Package this skill for OpenAI, Claude, Agent Skills, and generic targets.
+
+Rubric:
+- `has-ir-first` (1.0): Output requires Skill IR before packaging.
+- `has-core-ir-fields` (1.0): Output lists core IR contract fields.
+- `has-targets` (1.0): Output names requested runtime targets.
+- `has-semantic-preservation` (1.0): Output says targets must preserve the capability contract.
+
+#### Variant A
+
+Export folders for each platform and adjust files as needed.
+
+#### Variant B
+
+Export Skill IR first with job_to_be_done, trigger_surface, workflow, resources, eval_plan, risk, and governance. Then compile or package targets from the IR so OpenAI, Claude, Agent Skills, and generic packages preserve the same capability contract.
+
+### near-neighbor-boundary
+
+Prompt: I only need a one-off summary of these notes, not a reusable process.
+
+Rubric:
+- `declines-skill` (1.0): Output refuses unnecessary skill creation for one-off work.
+- `names-near-neighbor` (1.0): Output labels the request as near-neighbor instead of owned work.
+- `requires-reuse-signal` (1.0): Output asks for repeat-use evidence before packaging.
+
+#### Variant A
+
+Create a SKILL.md and a reusable workflow anyway so future notes can use it.
+
+#### Variant B
+
+Do not create a skill for this one-off request. Treat it as a near-neighbor: answer the summary directly unless the user confirms repeated use, shared ownership, or a reusable output contract.
+
+### file-backed-governed-package
+
+Prompt: Turn the attached release brief source into a governed skill package.
+
+Rubric:
+- `uses-file-backed-evidence` (1.0): Output names file-backed source evidence.
+- `has-governance` (1.0): Output preserves governed ownership metadata.
+- `has-output-contract` (1.0): Output preserves output and rollback boundaries.
+- `has-trust-and-scorecard` (1.0): Output requires trust and output scorecard artifacts.
+- `does-not-invent-evidence` (1.0): Output forbids invented launch evidence.
+
+#### Variant A
+
+Draft a release announcement with the changelog, support notes, and owner name.
+
+#### Variant B
+
+Use the file-backed fixture as source evidence, then create a governed skill package with SKILL.md, agents/interface.yaml, owner, review cadence, input_files, output contract, rollback boundary, trust report, and reports/output_quality_scorecard.md. Mark missing launch metrics as missing evidence instead of inventing them.
diff --git a/reports/python_compatibility.json b/reports/python_compatibility.json
index ecfc9c9c..290a9303 100644
--- a/reports/python_compatibility.json
+++ b/reports/python_compatibility.json
@@ -5,7 +5,7 @@
   "root": ".",
   "summary": {
     "target_python": "3.11",
-    "file_count": 152,
+    "file_count": 154,
     "issue_count": 0,
     "syntax_error_count": 0,
     "fstring_311_violation_count": 0,
@@ -166,6 +166,12 @@
       "issue_count": 0,
       "issues": []
     },
+    {
+      "path": "scripts/prepare_output_review_kit.py",
+      "ok": true,
+      "issue_count": 0,
+      "issues": []
+    },
     {
       "path": "scripts/prepare_world_class_submission_kit.py",
       "ok": true,
@@ -706,6 +712,12 @@
       "issue_count": 0,
       "issues": []
     },
+    {
+      "path": "tests/verify_output_review_kit.py",
+      "ok": true,
+      "issue_count": 0,
+      "issues": []
+    },
     {
       "path": "tests/verify_output_risk_profile.py",
       "ok": true,
diff --git a/reports/python_compatibility.md b/reports/python_compatibility.md
index f5fbea0c..d4e290ef 100644
--- a/reports/python_compatibility.md
+++ b/reports/python_compatibility.md
@@ -6,7 +6,7 @@ Generated at: `2026-06-13`
 
 - decision: `pass`
 - target python: `3.11`
-- files scanned: `152`
+- files scanned: `154`
 - issues: `0`
 - syntax errors: `0`
 - f-string 3.11 violations: `0`
diff --git a/reports/registry_audit.json b/reports/registry_audit.json
index 5aa97c72..017e65f7 100644
--- a/reports/registry_audit.json
+++ b/reports/registry_audit.json
@@ -21,7 +21,7 @@
     "trust_level": "local",
     "license": "MIT",
     "checksums": {
-      "package_sha256": "68a0228b56de8c9e9e94d64d7c1e386bf3dff55c0f6228b65f91e75d02525926",
+      "package_sha256": "33ca97e8df3e3c75228595ab8bd06d65c697ef708723a0a53637bd8f22bbcfda",
       "archive_sha256": "cb1ac8c62bc5dee942a88f18eb5d71c93ae58f854ac19f3d912f9c9c3a4ec24e"
     },
     "compatibility": {
@@ -78,7 +78,7 @@
           "vscode"
         ],
         "package_metadata": "registry/packages/yao-meta-skill.json",
-        "package_sha256": "68a0228b56de8c9e9e94d64d7c1e386bf3dff55c0f6228b65f91e75d02525926"
+        "package_sha256": "33ca97e8df3e3c75228595ab8bd06d65c697ef708723a0a53637bd8f22bbcfda"
       }
     ]
   },
diff --git a/reports/registry_audit.md b/reports/registry_audit.md
index 0dfa22be..c83e6de4 100644
--- a/reports/registry_audit.md
+++ b/reports/registry_audit.md
@@ -6,7 +6,7 @@
 - Maturity: `governed`
 - Owner: `Yao Team`
 - License: `MIT`
-- Package SHA256: `68a0228b56de8c9e9e94d64d7c1e386bf3dff55c0f6228b65f91e75d02525926`
+- Package SHA256: `33ca97e8df3e3c75228595ab8bd06d65c697ef708723a0a53637bd8f22bbcfda`
 - Archive SHA256: `cb1ac8c62bc5dee942a88f18eb5d71c93ae58f854ac19f3d912f9c9c3a4ec24e`
 - Install simulated: `True`
 
diff --git a/reports/review-studio.html b/reports/review-studio.html
index 1f39e1f7..8d463c05 100644
--- a/reports/review-studio.html
+++ b/reports/review-studio.html
@@ -434,12 +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>92 scripts scanned; secrets found</p></article><article class='metric'><span>Py Compat</span><strong>0</strong><p>152 files scanned for Python 3.11</p></article><article class='metric'><span>Arch Debt</span><strong>0</strong><p>898 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>69 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>563 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 Kit</span><strong>0/5</strong><p>pending 5; answer key hidden</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>93 scripts scanned; secrets found</p></article><article class='metric'><span>Py Compat</span><strong>0</strong><p>154 files scanned for Python 3.11</p></article><article class='metric'><span>Arch Debt</span><strong>0</strong><p>898 largest lines; 34 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>70 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>563 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; 92 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; 152 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>149 Python files; 0 hotspots; 0 blockers; largest 898 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 100.0; 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; 93 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; 154 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>151 Python files; 0 hotspots; 0 blockers; largest 898 lines; 34 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">
@@ -465,7 +465,7 @@
       </div>
       <div class="panel">
         <h2>证据路径</h2>
-        <ul class="evidence"><li><strong>skill_overview</strong><span>reports/skill-overview.html</span></li><li><strong>review_viewer</strong><span>reports/review-viewer.html</span></li><li><strong>output_eval</strong><span>reports/output_quality_scorecard.md</span></li><li><strong>output_execution</strong><span>reports/output_execution_runs.md</span></li><li><strong>output_blind_review</strong><span>reports/output_blind_review_pack.md</span></li><li><strong>output_review_decisions</strong><span>reports/output_review_decisions.json</span></li><li><strong>output_review_adjudication</strong><span>reports/output_review_adjudication.md</span></li><li><strong>benchmark_reproducibility</strong><span>reports/benchmark_reproducibility.md</span></li><li><strong>skill_os2_coverage</strong><span>reports/skill_os2_coverage.md</span></li><li><strong>runtime_conformance</strong><span>reports/conformance_matrix.md</span></li><li><strong>trust_report</strong><span>reports/security_trust_report.md</span></li><li><strong>python_compatibility</strong><span>reports/python_compatibility.md</span></li><li><strong>architecture_maintainability</strong><span>reports/architecture_maintainability.md</span></li><li><strong>permission_policy</strong><span>security/permission_policy.md</span></li><li><strong>runtime_permissions</strong><span>reports/runtime_permission_probes.md</span></li><li><strong>skill_atlas</strong><span>reports/skill_atlas.html</span></li><li><strong>compiled_targets</strong><span>reports/compiled_targets.md</span></li><li><strong>adoption_drift</strong><span>reports/adoption_drift_report.md</span></li><li><strong>review_waivers</strong><span>reports/review_waivers.md</span></li><li><strong>review_annotations</strong><span>reports/review_annotations.md</span></li><li><strong>world_class_evidence_plan</strong><span>reports/world_class_evidence_plan.md</span></li><li><strong>world_class_evidence_ledger</strong><span>reports/world_class_evidence_ledger.md</span></li><li><strong>world_class_evidence_intake</strong><span>reports/world_class_evidence_intake.md</span></li><li><strong>world_class_submission_review</strong><span>reports/world_class_submission_review.md</span></li><li><strong>world_class_claim_guard</strong><span>reports/world_class_claim_guard.md</span></li><li><strong>registry_audit</strong><span>reports/registry_audit.md</span></li><li><strong>package_verification</strong><span>reports/package_verification.md</span></li><li><strong>install_simulation</strong><span>reports/install_simulation.md</span></li><li><strong>upgrade_check</strong><span>reports/upgrade_check.md</span></li><li><strong>migration</strong><span>docs/migration-v2.md</span></li></ul>
+        <ul class="evidence"><li><strong>skill_overview</strong><span>reports/skill-overview.html</span></li><li><strong>review_viewer</strong><span>reports/review-viewer.html</span></li><li><strong>output_eval</strong><span>reports/output_quality_scorecard.md</span></li><li><strong>output_execution</strong><span>reports/output_execution_runs.md</span></li><li><strong>output_blind_review</strong><span>reports/output_blind_review_pack.md</span></li><li><strong>output_review_kit</strong><span>reports/output_review_kit.md</span></li><li><strong>output_review_decisions</strong><span>reports/output_review_decisions.json</span></li><li><strong>output_review_adjudication</strong><span>reports/output_review_adjudication.md</span></li><li><strong>benchmark_reproducibility</strong><span>reports/benchmark_reproducibility.md</span></li><li><strong>skill_os2_coverage</strong><span>reports/skill_os2_coverage.md</span></li><li><strong>runtime_conformance</strong><span>reports/conformance_matrix.md</span></li><li><strong>trust_report</strong><span>reports/security_trust_report.md</span></li><li><strong>python_compatibility</strong><span>reports/python_compatibility.md</span></li><li><strong>architecture_maintainability</strong><span>reports/architecture_maintainability.md</span></li><li><strong>permission_policy</strong><span>security/permission_policy.md</span></li><li><strong>runtime_permissions</strong><span>reports/runtime_permission_probes.md</span></li><li><strong>skill_atlas</strong><span>reports/skill_atlas.html</span></li><li><strong>compiled_targets</strong><span>reports/compiled_targets.md</span></li><li><strong>adoption_drift</strong><span>reports/adoption_drift_report.md</span></li><li><strong>review_waivers</strong><span>reports/review_waivers.md</span></li><li><strong>review_annotations</strong><span>reports/review_annotations.md</span></li><li><strong>world_class_evidence_plan</strong><span>reports/world_class_evidence_plan.md</span></li><li><strong>world_class_evidence_ledger</strong><span>reports/world_class_evidence_ledger.md</span></li><li><strong>world_class_evidence_intake</strong><span>reports/world_class_evidence_intake.md</span></li><li><strong>world_class_submission_review</strong><span>reports/world_class_submission_review.md</span></li><li><strong>world_class_claim_guard</strong><span>reports/world_class_claim_guard.md</span></li><li><strong>registry_audit</strong><span>reports/registry_audit.md</span></li><li><strong>package_verification</strong><span>reports/package_verification.md</span></li><li><strong>install_simulation</strong><span>reports/install_simulation.md</span></li><li><strong>upgrade_check</strong><span>reports/upgrade_check.md</span></li><li><strong>migration</strong><span>docs/migration-v2.md</span></li></ul>
       </div>
     </section>
 
@@ -484,7 +484,7 @@
       <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><h2>评审清单</h2><p class='muted'>先打开 reports/output_review_kit.md；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>prepare_review_kit</span><code>python3 scripts/yao.py output-review-kit</code></li><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>prepare_review_kit</span><code>python3 scripts/yao.py output-review-kit</code></li><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>prepare_review_kit</span><code>python3 scripts/yao.py output-review-kit</code></li><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>prepare_review_kit</span><code>python3 scripts/yao.py output-review-kit</code></li><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>prepare_review_kit</span><code>python3 scripts/yao.py output-review-kit</code></li><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>
@@ -506,12 +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>92</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>68a0228b56de8c9e9e94d64d7c1e386bf3dff55c0f6228b65f91e75d02525926</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>93</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>7645bfc56829c3d6888e792b170b2e734d041c930c31f7f285c0d59e49d7de1b</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>152</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>154</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>
 
@@ -531,8 +531,8 @@
     </section>
 
     <section id="telemetry" class="twocol">
-      <div class="panel"><h2>运营回路</h2><p>1 metadata events; adoption 100.0; missed 0; bad-output 0; risk low</p></div>
-      <div class="panel"><h2>漂移信号</h2><dl class='kv-grid'><div><dt>事件数</dt><dd>1</dd></div><div><dt>采用率</dt><dd>100</dd></div><div><dt>漏触发</dt><dd>0</dd></div><div><dt>Bad Output Count</dt><dd>0</dd></div><div><dt>风险带</dt><dd>low</dd></div></dl></div>
+      <div class="panel"><h2>运营回路</h2><p>1 metadata events; adoption 0; missed 0; bad-output 0; risk low</p></div>
+      <div class="panel"><h2>漂移信号</h2><dl class='kv-grid'><div><dt>事件数</dt><dd>1</dd></div><div><dt>采用率</dt><dd>0</dd></div><div><dt>漏触发</dt><dd>0</dd></div><div><dt>Bad Output Count</dt><dd>0</dd></div><div><dt>风险带</dt><dd>low</dd></div></dl></div>
     </section>
 
     <section id="waivers" class="twocol">
@@ -543,7 +543,7 @@
     <section id="world-class">
       <h2>世界证据</h2>
       <p class="muted">这里列出每个 world-class 证据项的当前状态、完成定义、证据来源、隐私约束和下一步；计划、metadata fallback、待评审和本地命令不会被当成完成证据。</p>
-      <div class='world-evidence-grid'><article class='world-evidence-card pending'><div><span>待补证 · external</span><h3>Provider Holdout</h3></div><p>Collect at least one provider-backed output-eval holdout run with model, timing, and token metadata.</p><dl><dt>负责人</dt><dd>operator with provider credentials</dd><dt>当前状态</dt><dd>model-executed 0; token-observed 0</dd><dt>下一步</dt><dd>Run provider-backed holdout cases with real credentials and commit only aggregate evidence.</dd><dt>观测值</dt><dd>model_executed_count: 0; timing_observed_count: 10; token_observed_count: 0; accepted: False</dd><dt>提交态</dt><dd>status: missing; path: evidence/world_class/submissions/provider-holdout.json; attested_real_evidence: False; privacy_contract_satisfied: False</dd></dl><div class='world-evidence-columns'><div><h4>完成定义</h4><ul><li>reports/output_execution_runs.json summary.model_executed_count &gt; 0</li><li>reports/output_execution_runs.json summary.timing_observed_count &gt; 0</li><li>reports/output_execution_runs.json summary.token_observed_count &gt; 0</li><li>reports/skill_os2_audit.json item provider-holdout status becomes pass</li></ul></div><div><h4>证据来源</h4><ul><li>reports/output_execution_runs.json</li><li>reports/output_execution_runs.md</li><li>reports/skill_os2_audit.json</li><li>evidence/world_class/intake.schema.json</li><li>evidence/world_class/templates/provider-holdout.intake.json</li><li>reports/world_class_evidence_intake.json</li><li>reports/world_class_evidence_intake.md</li></ul></div><div><h4>隐私约束</h4><ul><li>Do not commit provider credentials or environment dumps.</li><li>The output execution report records output hashes and aggregate run metadata, not raw provider prompts.</li></ul></div></div></article><article class='world-evidence-card pending'><div><span>待补证 · human</span><h3>Human Adjudication</h3></div><p>Record real blind A/B reviewer decisions before claiming human output review completion.</p><dl><dt>负责人</dt><dd>human reviewer</dd><dt>当前状态</dt><dd>0/5 decisions; pending 5</dd><dt>下一步</dt><dd>Record real A/B choices in the decision template, then regenerate adjudication.</dd><dt>观测值</dt><dd>pair_count: 5; judgment_count: 0; pending_count: 5; invalid_decision_count: 0; answer_revealed_count: 0; accepted: False</dd><dt>提交态</dt><dd>status: missing; path: evidence/world_class/submissions/human-adjudication.json; attested_real_evidence: False; privacy_contract_satisfied: False</dd></dl><div class='world-evidence-columns'><div><h4>完成定义</h4><ul><li>reports/output_review_adjudication.json summary.pending_count == 0</li><li>reports/output_review_adjudication.json summary.judgment_count == summary.pair_count</li><li>reports/output_review_adjudication.json summary.invalid_decision_count == 0</li><li>reports/skill_os2_audit.json item human-adjudication status becomes pass</li></ul></div><div><h4>证据来源</h4><ul><li>reports/output_blind_review_pack.md</li><li>reports/output_review_decisions.json</li><li>reports/output_review_adjudication.json</li><li>reports/output_review_adjudication.md</li><li>evidence/world_class/intake.schema.json</li><li>evidence/world_class/templates/human-adjudication.intake.json</li><li>reports/world_class_evidence_intake.json</li><li>reports/world_class_evidence_intake.md</li></ul></div><div><h4>隐私约束</h4><ul><li>Reviewer decisions should not include raw user data or private customer detail.</li><li>Keep the answer key separate until after decisions are recorded.</li></ul></div></div></article><article class='world-evidence-card pending'><div><span>待补证 · external</span><h3>Native Permission Enforcement</h3></div><p>Prove at least one target or installer enforces approved high-permission capabilities at runtime.</p><dl><dt>负责人</dt><dd>target client or installer integrator</dd><dt>当前状态</dt><dd>native-enforced targets 0</dd><dt>下一步</dt><dd>Integrate a real client or installer runtime guard before claiming native permission enforcement.</dd><dt>观测值</dt><dd>native_enforcement_count: 0; metadata_fallback_count: 4; residual_risk_count: 4; failure_count: 0; accepted: False</dd><dt>提交态</dt><dd>status: missing; path: evidence/world_class/submissions/native-permission-enforcement.json; attested_real_evidence: False; privacy_contract_satisfied: False</dd></dl><div class='world-evidence-columns'><div><h4>完成定义</h4><ul><li>reports/runtime_permission_probes.json summary.native_enforcement_count &gt; 0</li><li>reports/runtime_permission_probes.json summary.failure_count == 0</li><li>reports/skill_os2_audit.json item native-permission-enforcement status becomes pass</li></ul></div><div><h4>证据来源</h4><ul><li>dist/targets/*/adapter.json</li><li>reports/runtime_permission_probes.json</li><li>reports/runtime_permission_probes.md</li><li>security/permission_policy.json</li><li>evidence/world_class/intake.schema.json</li><li>evidence/world_class/templates/native-permission-enforcement.intake.json</li><li>reports/world_class_evidence_intake.json</li><li>reports/world_class_evidence_intake.md</li></ul></div><div><h4>隐私约束</h4><ul><li>Do not mark native_enforcement true for metadata-only fallbacks.</li><li>Keep residual risks visible for targets that still rely on operator enforcement.</li></ul></div></div></article><article class='world-evidence-card pending'><div><span>待补证 · external</span><h3>Native Client Telemetry</h3></div><p>Import production metadata-only events from a real external client into the local drift loop.</p><dl><dt>负责人</dt><dd>Browser/Chrome/IDE/provider client integrator</dd><dt>当前状态</dt><dd>external source events 0; adoption samples 1</dd><dt>下一步</dt><dd>Install a real client against the native host and import production metadata-only events.</dd><dt>观测值</dt><dd>external_source_events: 0; adoption_sample_count: 1; raw_content_allowed: False; risk_band: low; accepted: False</dd><dt>提交态</dt><dd>status: missing; path: evidence/world_class/submissions/native-client-telemetry.json; attested_real_evidence: False; privacy_contract_satisfied: False</dd></dl><div class='world-evidence-columns'><div><h4>完成定义</h4><ul><li>reports/adoption_drift_report.json summary.source_types.external &gt; 0</li><li>reports/adoption_drift_report.json summary.adoption_sample_count &gt; 0</li><li>reports/skill_os2_audit.json item native-client-telemetry status becomes pass</li></ul></div><div><h4>证据来源</h4><ul><li>reports/adoption_drift_report.json</li><li>reports/adoption_drift_report.md</li><li>reports/telemetry_hook_recipes.json</li><li>scripts/telemetry_native_host.py</li><li>evidence/world_class/intake.schema.json</li><li>evidence/world_class/templates/native-client-telemetry.intake.json</li><li>reports/world_class_evidence_intake.json</li><li>reports/world_class_evidence_intake.md</li></ul></div><div><h4>隐私约束</h4><ul><li>Telemetry must remain metadata-only and local-first.</li><li>Do not package reports/telemetry_events.jsonl or any raw prompt, output, transcript, note, or message field.</li></ul></div></div></article></div>
+      <div class='world-evidence-grid'><article class='world-evidence-card pending'><div><span>待补证 · external</span><h3>Provider Holdout</h3></div><p>Collect at least one provider-backed output-eval holdout run with model, timing, and token metadata.</p><dl><dt>负责人</dt><dd>operator with provider credentials</dd><dt>当前状态</dt><dd>model-executed 0; token-observed 0</dd><dt>下一步</dt><dd>Run provider-backed holdout cases with real credentials and commit only aggregate evidence.</dd><dt>观测值</dt><dd>model_executed_count: 0; timing_observed_count: 10; token_observed_count: 0; accepted: False</dd><dt>提交态</dt><dd>status: missing; path: evidence/world_class/submissions/provider-holdout.json; attested_real_evidence: False; privacy_contract_satisfied: False</dd></dl><div class='world-evidence-columns'><div><h4>完成定义</h4><ul><li>reports/output_execution_runs.json summary.model_executed_count &gt; 0</li><li>reports/output_execution_runs.json summary.timing_observed_count &gt; 0</li><li>reports/output_execution_runs.json summary.token_observed_count &gt; 0</li><li>reports/skill_os2_audit.json item provider-holdout status becomes pass</li></ul></div><div><h4>证据来源</h4><ul><li>reports/output_execution_runs.json</li><li>reports/output_execution_runs.md</li><li>reports/skill_os2_audit.json</li><li>evidence/world_class/intake.schema.json</li><li>evidence/world_class/templates/provider-holdout.intake.json</li><li>reports/world_class_evidence_intake.json</li><li>reports/world_class_evidence_intake.md</li></ul></div><div><h4>隐私约束</h4><ul><li>Do not commit provider credentials or environment dumps.</li><li>The output execution report records output hashes and aggregate run metadata, not raw provider prompts.</li></ul></div></div></article><article class='world-evidence-card pending'><div><span>待补证 · human</span><h3>Human Adjudication</h3></div><p>Record real blind A/B reviewer decisions before claiming human output review completion.</p><dl><dt>负责人</dt><dd>human reviewer</dd><dt>当前状态</dt><dd>0/5 decisions; pending 5</dd><dt>下一步</dt><dd>Record real A/B choices in the decision template, then regenerate adjudication.</dd><dt>观测值</dt><dd>pair_count: 5; judgment_count: 0; pending_count: 5; invalid_decision_count: 0; answer_revealed_count: 0; accepted: False</dd><dt>提交态</dt><dd>status: missing; path: evidence/world_class/submissions/human-adjudication.json; attested_real_evidence: False; privacy_contract_satisfied: False</dd></dl><div class='world-evidence-columns'><div><h4>完成定义</h4><ul><li>reports/output_review_adjudication.json summary.pending_count == 0</li><li>reports/output_review_adjudication.json summary.judgment_count == summary.pair_count</li><li>reports/output_review_adjudication.json summary.invalid_decision_count == 0</li><li>reports/skill_os2_audit.json item human-adjudication status becomes pass</li></ul></div><div><h4>证据来源</h4><ul><li>reports/output_blind_review_pack.md</li><li>reports/output_review_kit.md</li><li>reports/output_review_decisions.json</li><li>reports/output_review_adjudication.json</li><li>reports/output_review_adjudication.md</li><li>evidence/world_class/intake.schema.json</li><li>evidence/world_class/templates/human-adjudication.intake.json</li><li>reports/world_class_evidence_intake.json</li><li>reports/world_class_evidence_intake.md</li></ul></div><div><h4>隐私约束</h4><ul><li>Reviewer decisions should not include raw user data or private customer detail.</li><li>Keep the answer key separate until after decisions are recorded.</li></ul></div></div></article><article class='world-evidence-card pending'><div><span>待补证 · external</span><h3>Native Permission Enforcement</h3></div><p>Prove at least one target or installer enforces approved high-permission capabilities at runtime.</p><dl><dt>负责人</dt><dd>target client or installer integrator</dd><dt>当前状态</dt><dd>native-enforced targets 0</dd><dt>下一步</dt><dd>Integrate a real client or installer runtime guard before claiming native permission enforcement.</dd><dt>观测值</dt><dd>native_enforcement_count: 0; metadata_fallback_count: 4; residual_risk_count: 4; failure_count: 0; accepted: False</dd><dt>提交态</dt><dd>status: missing; path: evidence/world_class/submissions/native-permission-enforcement.json; attested_real_evidence: False; privacy_contract_satisfied: False</dd></dl><div class='world-evidence-columns'><div><h4>完成定义</h4><ul><li>reports/runtime_permission_probes.json summary.native_enforcement_count &gt; 0</li><li>reports/runtime_permission_probes.json summary.failure_count == 0</li><li>reports/skill_os2_audit.json item native-permission-enforcement status becomes pass</li></ul></div><div><h4>证据来源</h4><ul><li>dist/targets/*/adapter.json</li><li>reports/runtime_permission_probes.json</li><li>reports/runtime_permission_probes.md</li><li>security/permission_policy.json</li><li>evidence/world_class/intake.schema.json</li><li>evidence/world_class/templates/native-permission-enforcement.intake.json</li><li>reports/world_class_evidence_intake.json</li><li>reports/world_class_evidence_intake.md</li></ul></div><div><h4>隐私约束</h4><ul><li>Do not mark native_enforcement true for metadata-only fallbacks.</li><li>Keep residual risks visible for targets that still rely on operator enforcement.</li></ul></div></div></article><article class='world-evidence-card pending'><div><span>待补证 · external</span><h3>Native Client Telemetry</h3></div><p>Import production metadata-only events from a real external client into the local drift loop.</p><dl><dt>负责人</dt><dd>Browser/Chrome/IDE/provider client integrator</dd><dt>当前状态</dt><dd>external source events 0; adoption samples 0</dd><dt>下一步</dt><dd>Install a real client against the native host and import production metadata-only events.</dd><dt>观测值</dt><dd>external_source_events: 0; adoption_sample_count: 0; raw_content_allowed: False; risk_band: low; accepted: False</dd><dt>提交态</dt><dd>status: missing; path: evidence/world_class/submissions/native-client-telemetry.json; attested_real_evidence: False; privacy_contract_satisfied: False</dd></dl><div class='world-evidence-columns'><div><h4>完成定义</h4><ul><li>reports/adoption_drift_report.json summary.source_types.external &gt; 0</li><li>reports/adoption_drift_report.json summary.adoption_sample_count &gt; 0</li><li>reports/skill_os2_audit.json item native-client-telemetry status becomes pass</li></ul></div><div><h4>证据来源</h4><ul><li>reports/adoption_drift_report.json</li><li>reports/adoption_drift_report.md</li><li>reports/telemetry_hook_recipes.json</li><li>scripts/telemetry_native_host.py</li><li>evidence/world_class/intake.schema.json</li><li>evidence/world_class/templates/native-client-telemetry.intake.json</li><li>reports/world_class_evidence_intake.json</li><li>reports/world_class_evidence_intake.md</li></ul></div><div><h4>隐私约束</h4><ul><li>Telemetry must remain metadata-only and local-first.</li><li>Do not package reports/telemetry_events.jsonl or any raw prompt, output, transcript, note, or message field.</li></ul></div></div></article></div>
     </section>
 
     <section>
@@ -568,7 +568,7 @@
     </section>
 
     <section class="twocol">
-      <div class="panel"><h2>声明守卫</h2><dl class='kv-grid'><div><dt>台账可声明</dt><dd>否</dd></div><div><dt>台账待补</dt><dd>4</dd></div><div><dt>声明面</dt><dd>69</dd></div><div><dt>违规数</dt><dd>0</dd></div><div><dt>Overclaim Guard Active</dt><dd>是</dd></div></dl></div>
+      <div class="panel"><h2>声明守卫</h2><dl class='kv-grid'><div><dt>台账可声明</dt><dd>否</dd></div><div><dt>台账待补</dt><dd>4</dd></div><div><dt>声明面</dt><dd>70</dd></div><div><dt>违规数</dt><dd>0</dd></div><div><dt>Overclaim Guard Active</dt><dd>是</dd></div></dl></div>
       <div class="panel"><h2>声明边界</h2><p>claim guard 扫描 README、docs 和 reports 中的完成态表述；ledger 未 ready 时，任何英文完成断言、true 状态声明或中文完成态都会阻断发布审查。</p></div>
     </section>
 
diff --git a/reports/review-studio.json b/reports/review-studio.json
index d6f93622..e88be3f6 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; 92 scripts; 3 network-capable scripts; 0 help smoke failures",
+      "detail": "0 secrets; 93 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; 152 files; 0 compatibility issues; 0 syntax; 0 f-string 3.11 hazards",
+      "detail": "Python 3.11; 154 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": "149 Python files; 0 hotspots; 0 blockers; largest 898 lines; 33 CLI handlers",
+      "detail": "151 Python files; 0 hotspots; 0 blockers; largest 898 lines; 34 CLI handlers",
       "evidence": "reports/architecture_maintainability.json",
       "link": "architecture_maintainability.md"
     },
@@ -107,7 +107,7 @@
       "key": "operations-loop",
       "label": "运营回路",
       "status": "pass",
-      "detail": "1 metadata events; adoption 100.0; missed 0; bad-output 0; risk low",
+      "detail": "1 metadata events; adoption 0; missed 0; bad-output 0; risk low",
       "evidence": "reports/adoption_drift_report.json",
       "link": "adoption_drift_report.md"
     },
@@ -381,6 +381,7 @@
     "output_eval": "reports/output_quality_scorecard.md",
     "output_execution": "reports/output_execution_runs.md",
     "output_blind_review": "reports/output_blind_review_pack.md",
+    "output_review_kit": "reports/output_review_kit.md",
     "output_review_decisions": "reports/output_review_decisions.json",
     "output_review_adjudication": "reports/output_review_adjudication.md",
     "benchmark_reproducibility": "reports/benchmark_reproducibility.md",
@@ -426,9 +427,10 @@
           "reports/output_quality_scorecard.md",
           "reports/output_execution_runs.md",
           "reports/output_blind_review_pack.md",
-          "reports/output_blind_answer_key.json",
+          "reports/output_review_kit.md",
           "reports/output_review_adjudication.md",
           "reports/benchmark_reproducibility.md",
+          "reports/output_blind_answer_key.json",
           "reports/conformance_matrix.md",
           "reports/security_trust_report.md",
           "reports/runtime_permission_probes.md",
@@ -846,7 +848,7 @@
             "path": "scripts",
             "label": "Deterministic helpers or local tooling",
             "kind": "folder",
-            "file_count": 92
+            "file_count": 93
           },
           {
             "path": "evals",
@@ -858,10 +860,10 @@
             "path": "reports",
             "label": "Generated evidence and overview artifacts",
             "kind": "folder",
-            "file_count": 197
+            "file_count": 199
           }
         ],
-        "file_count": 353,
+        "file_count": 356,
         "folder_count": 4,
         "distribution": [
           {
@@ -886,7 +888,7 @@
           },
           {
             "label": "scripts",
-            "value": 92
+            "value": 93
           },
           {
             "label": "evals",
@@ -894,7 +896,7 @@
           },
           {
             "label": "reports",
-            "value": 197
+            "value": 199
           }
         ]
       },
@@ -1015,7 +1017,7 @@
           "path": "scripts",
           "label": "Deterministic helpers or local tooling",
           "kind": "folder",
-          "file_count": 92
+          "file_count": 93
         },
         {
           "path": "evals",
@@ -1027,7 +1029,7 @@
           "path": "reports",
           "label": "Generated evidence and overview artifacts",
           "kind": "folder",
-          "file_count": 197
+          "file_count": 199
         }
       ],
       "strengths": [
@@ -1275,6 +1277,30 @@
         "pair_count": 5,
         "answer_key_separate": true
       },
+      "output_review_kit": {
+        "ok": true,
+        "summary": {
+          "case_count": 5,
+          "ready_for_adjudication_count": 0,
+          "pending_decision_count": 5,
+          "invalid_decision_count": 0,
+          "reviewer_metadata_present": false,
+          "answer_key_hidden": true,
+          "answer_key_path_exposed": false,
+          "ready_to_run_adjudication": false,
+          "failure_count": 0
+        },
+        "artifacts": {
+          "reviewer_kit_json": "reports/output_review_kit.json",
+          "reviewer_kit_markdown": "reports/output_review_kit.md",
+          "blind_pack_json": "reports/output_blind_review_pack.json",
+          "blind_pack_markdown": "reports/output_blind_review_pack.md",
+          "decisions": "reports/output_review_decisions.json",
+          "adjudication_json": "reports/output_review_adjudication.json",
+          "adjudication_markdown": "reports/output_review_adjudication.md"
+        },
+        "failures": []
+      },
       "output_review_adjudication": {
         "ok": true,
         "summary": {
@@ -1319,9 +1345,9 @@
           "world_class_task_count": 4,
           "world_class_ledger_pending_count": 4,
           "working_tree_dirty": true,
-          "changed_file_count": 56
+          "changed_file_count": 39
         },
-        "commit": "30539bed7a29dd88c2f289dd0c115da9834dd5d9",
+        "commit": "ecdb16dd90025bcca3051be4c6a1b5b723c7ec75",
         "missing_artifacts": [],
         "limitations": [
           "Local command-runner evidence is reproducible but does not replace provider-backed model holdout evidence.",
@@ -1396,8 +1422,8 @@
         "failures": []
       },
       "trust_security": {
-        "scanned_files": 176,
-        "script_count": 92,
+        "scanned_files": 177,
+        "script_count": 93,
         "internal_module_count": 17,
         "secret_findings": 0,
         "dependency_files": [
@@ -1406,18 +1432,18 @@
         "network_script_count": 3,
         "network_policy_covered_count": 3,
         "network_policy_missing_count": 0,
-        "file_write_script_count": 62,
+        "file_write_script_count": 63,
         "permission_required_count": 3,
         "permission_approved_count": 3,
         "permission_missing_count": 0,
         "permission_invalid_count": 0,
         "permission_expired_count": 0,
-        "help_smoke_checked_count": 75,
+        "help_smoke_checked_count": 76,
         "help_smoke_failed_count": 0,
         "interactive_script_count": 0,
         "package_hash_scope": "source-contract-without-generated-reports",
-        "package_hash_file_count": 176,
-        "package_sha256": "6298aa08d70a1e36956df32bcbb7a0bc778e8125f5449630cebf966b1c06a5f7"
+        "package_hash_file_count": 177,
+        "package_sha256": "c54602a493296e121f3d21a17d7b78770f93f2096de94edb3ee49b1d1cb71f13"
       },
       "skill_atlas": {
         "skill_count": 12,
@@ -1455,7 +1481,7 @@
           "trust_level": "local",
           "license": "MIT",
           "checksums": {
-            "package_sha256": "6298aa08d70a1e36956df32bcbb7a0bc778e8125f5449630cebf966b1c06a5f7",
+            "package_sha256": "68a0228b56de8c9e9e94d64d7c1e386bf3dff55c0f6228b65f91e75d02525926",
             "archive_sha256": "cb1ac8c62bc5dee942a88f18eb5d71c93ae58f854ac19f3d912f9c9c3a4ec24e"
           },
           "compatibility": {
@@ -1492,7 +1518,7 @@
             "install_simulated": true,
             "install_simulation": "reports/install_simulation.json"
           },
-          "generated_at": "2026-06-14"
+          "generated_at": "2026-06-13"
         },
         "failures": [],
         "warnings": []
@@ -1515,7 +1541,7 @@
         "ok": true,
         "summary": {
           "archive_present": true,
-          "archive_entry_count": 563,
+          "archive_entry_count": 567,
           "archive_extracted": true,
           "entrypoint_loaded": true,
           "manifest_loaded": true,
@@ -1587,7 +1613,7 @@
             {
               "field": "package_sha256",
               "from": "0000000000000000000000000000000000000000000000000000000000000000",
-              "to": "6298aa08d70a1e36956df32bcbb7a0bc778e8125f5449630cebf966b1c06a5f7"
+              "to": "68a0228b56de8c9e9e94d64d7c1e386bf3dff55c0f6228b65f91e75d02525926"
             }
           ]
         },
@@ -3743,7 +3769,7 @@
           "execution_mode": "command",
           "model_executed": false,
           "command_executed": true,
-          "duration_ms": 28.33,
+          "duration_ms": 31.8,
           "provider": "local-output-eval-runner",
           "model": "",
           "usage": {
@@ -3771,7 +3797,7 @@
           "execution_mode": "command",
           "model_executed": false,
           "command_executed": true,
-          "duration_ms": 28.24,
+          "duration_ms": 30.87,
           "provider": "local-output-eval-runner",
           "model": "",
           "usage": {
@@ -3794,7 +3820,7 @@
           "execution_mode": "command",
           "model_executed": false,
           "command_executed": true,
-          "duration_ms": 27.8,
+          "duration_ms": 30.18,
           "provider": "local-output-eval-runner",
           "model": "",
           "usage": {
@@ -3822,7 +3848,7 @@
           "execution_mode": "command",
           "model_executed": false,
           "command_executed": true,
-          "duration_ms": 28.45,
+          "duration_ms": 30.66,
           "provider": "local-output-eval-runner",
           "model": "",
           "usage": {
@@ -3845,7 +3871,7 @@
           "execution_mode": "command",
           "model_executed": false,
           "command_executed": true,
-          "duration_ms": 28.13,
+          "duration_ms": 30.74,
           "provider": "local-output-eval-runner",
           "model": "",
           "usage": {
@@ -3873,7 +3899,7 @@
           "execution_mode": "command",
           "model_executed": false,
           "command_executed": true,
-          "duration_ms": 28.51,
+          "duration_ms": 30.89,
           "provider": "local-output-eval-runner",
           "model": "",
           "usage": {
@@ -3896,7 +3922,7 @@
           "execution_mode": "command",
           "model_executed": false,
           "command_executed": true,
-          "duration_ms": 28.39,
+          "duration_ms": 32.63,
           "provider": "local-output-eval-runner",
           "model": "",
           "usage": {
@@ -3923,7 +3949,7 @@
           "execution_mode": "command",
           "model_executed": false,
           "command_executed": true,
-          "duration_ms": 27.61,
+          "duration_ms": 31.17,
           "provider": "local-output-eval-runner",
           "model": "",
           "usage": {
@@ -3946,7 +3972,7 @@
           "execution_mode": "command",
           "model_executed": false,
           "command_executed": true,
-          "duration_ms": 28.3,
+          "duration_ms": 30.7,
           "provider": "local-output-eval-runner",
           "model": "",
           "usage": {
@@ -3975,7 +4001,7 @@
           "execution_mode": "command",
           "model_executed": false,
           "command_executed": true,
-          "duration_ms": 29.55,
+          "duration_ms": 30.41,
           "provider": "local-output-eval-runner",
           "model": "",
           "usage": {
@@ -4202,6 +4228,273 @@
         }
       ]
     },
+    "output_review_kit": {
+      "schema_version": "1.0",
+      "ok": true,
+      "summary": {
+        "case_count": 5,
+        "ready_for_adjudication_count": 0,
+        "pending_decision_count": 5,
+        "invalid_decision_count": 0,
+        "reviewer_metadata_present": false,
+        "answer_key_hidden": true,
+        "answer_key_path_exposed": false,
+        "ready_to_run_adjudication": false,
+        "failure_count": 0
+      },
+      "artifacts": {
+        "reviewer_kit_json": "reports/output_review_kit.json",
+        "reviewer_kit_markdown": "reports/output_review_kit.md",
+        "blind_pack_json": "reports/output_blind_review_pack.json",
+        "blind_pack_markdown": "reports/output_blind_review_pack.md",
+        "decisions": "reports/output_review_decisions.json",
+        "adjudication_json": "reports/output_review_adjudication.json",
+        "adjudication_markdown": "reports/output_review_adjudication.md"
+      },
+      "template_written": false,
+      "review_contract": {
+        "reviewer_steps": [
+          "Open reports/output_blind_review_pack.md or this kit and compare Variant A vs Variant B for each case.",
+          "Record choices in reports/output_review_decisions.json without opening the answer key.",
+          "Use winner_variant A or B, confidence from 0 to 1, and a short reason for every case.",
+          "Run python3 scripts/yao.py output-review after choices are recorded.",
+          "Refresh python3 scripts/yao.py review-studio . before asking for release approval."
+        ],
+        "required_fields": {
+          "reviewer": "Human reviewer name or review group.",
+          "reviewed_at": "Review date or timestamp.",
+          "winner_variant": "A or B for every case.",
+          "confidence": "Optional numeric confidence from 0 to 1.",
+          "reason": "Short rationale based on the rubric, not on hidden labels."
+        },
+        "privacy_contract": [
+          "The answer key is intentionally withheld from this kit.",
+          "Do not inspect hidden labels or expected winners before decisions are recorded.",
+          "Do not paste private user data into decision reasons.",
+          "Pending decisions must stay pending instead of being counted as human agreement."
+        ]
+      },
+      "cases": [
+        {
+          "case_id": "skill-package-contract",
+          "prompt": "Turn this repeated workflow into a reusable team skill package.",
+          "input_files": [],
+          "review_instruction": "Pick A or B based only on the rubric. Do not infer which output came from the skill.",
+          "rubric": [
+            {
+              "id": "has-entrypoint",
+              "description": "Output names the routeable Skill entrypoint.",
+              "weight": 1.0
+            },
+            {
+              "id": "has-interface",
+              "description": "Output includes neutral interface metadata.",
+              "weight": 1.0
+            },
+            {
+              "id": "has-report",
+              "description": "Output points reviewer to generated overview report.",
+              "weight": 1.0
+            },
+            {
+              "id": "has-resource-boundary",
+              "description": "Output preserves entrypoint/resource separation.",
+              "weight": 1.0
+            }
+          ],
+          "variant_a": {
+            "blind_id": "skill-package-contract:A",
+            "output": "Create a routeable SKILL.md, agents/interface.yaml, reports/skill-overview.html, and a focused eval plan. Keep the root entrypoint lean, move durable guidance into references/, scripts into scripts/, and evidence into reports/."
+          },
+          "variant_b": {
+            "blind_id": "skill-package-contract:B",
+            "output": "I can write a prompt for that workflow and include a short checklist."
+          },
+          "decision_state": {
+            "status": "awaiting-decision",
+            "winner_variant_recorded": false,
+            "confidence_recorded": false,
+            "reason_recorded": false,
+            "blocking_reason": "Decision template exists but this row is still blank."
+          }
+        },
+        {
+          "case_id": "output-eval-expectation",
+          "prompt": "Upgrade this production skill so we know whether the generated output is better than baseline.",
+          "input_files": [],
+          "review_instruction": "Pick A or B based only on the rubric. Do not infer which output came from the skill.",
+          "rubric": [
+            {
+              "id": "has-baseline-comparison",
+              "description": "Output explicitly compares with-skill and baseline outputs.",
+              "weight": 1.0
+            },
+            {
+              "id": "has-assertion-grading",
+              "description": "Output includes objective assertion grading.",
+              "weight": 1.0
+            },
+            {
+              "id": "has-scorecard",
+              "description": "Output produces a scorecard report path.",
+              "weight": 1.0
+            },
+            {
+              "id": "has-failure-taxonomy",
+              "description": "Output records failure taxonomy.",
+              "weight": 1.0
+            }
+          ],
+          "variant_a": {
+            "blind_id": "output-eval-expectation:A",
+            "output": "Add Output Eval Lab cases with baseline_output and with_skill_output, run assertion grading, report with-skill vs baseline pass-rate delta, and record failure taxonomy plus next fixes in reports/output_quality_scorecard.md."
+          },
+          "variant_b": {
+            "blind_id": "output-eval-expectation:B",
+            "output": "Add more examples and run the trigger eval again."
+          },
+          "decision_state": {
+            "status": "awaiting-decision",
+            "winner_variant_recorded": false,
+            "confidence_recorded": false,
+            "reason_recorded": false,
+            "blocking_reason": "Decision template exists but this row is still blank."
+          }
+        },
+        {
+          "case_id": "ir-before-packaging",
+          "prompt": "Package this skill for OpenAI, Claude, Agent Skills, and generic targets.",
+          "input_files": [],
+          "review_instruction": "Pick A or B based only on the rubric. Do not infer which output came from the skill.",
+          "rubric": [
+            {
+              "id": "has-ir-first",
+              "description": "Output requires Skill IR before packaging.",
+              "weight": 1.0
+            },
+            {
+              "id": "has-core-ir-fields",
+              "description": "Output lists core IR contract fields.",
+              "weight": 1.0
+            },
+            {
+              "id": "has-targets",
+              "description": "Output names requested runtime targets.",
+              "weight": 1.0
+            },
+            {
+              "id": "has-semantic-preservation",
+              "description": "Output says targets must preserve the capability contract.",
+              "weight": 1.0
+            }
+          ],
+          "variant_a": {
+            "blind_id": "ir-before-packaging:A",
+            "output": "Export folders for each platform and adjust files as needed."
+          },
+          "variant_b": {
+            "blind_id": "ir-before-packaging:B",
+            "output": "Export Skill IR first with job_to_be_done, trigger_surface, workflow, resources, eval_plan, risk, and governance. Then compile or package targets from the IR so OpenAI, Claude, Agent Skills, and generic packages preserve the same capability contract."
+          },
+          "decision_state": {
+            "status": "awaiting-decision",
+            "winner_variant_recorded": false,
+            "confidence_recorded": false,
+            "reason_recorded": false,
+            "blocking_reason": "Decision template exists but this row is still blank."
+          }
+        },
+        {
+          "case_id": "near-neighbor-boundary",
+          "prompt": "I only need a one-off summary of these notes, not a reusable process.",
+          "input_files": [],
+          "review_instruction": "Pick A or B based only on the rubric. Do not infer which output came from the skill.",
+          "rubric": [
+            {
+              "id": "declines-skill",
+              "description": "Output refuses unnecessary skill creation for one-off work.",
+              "weight": 1.0
+            },
+            {
+              "id": "names-near-neighbor",
+              "description": "Output labels the request as near-neighbor instead of owned work.",
+              "weight": 1.0
+            },
+            {
+              "id": "requires-reuse-signal",
+              "description": "Output asks for repeat-use evidence before packaging.",
+              "weight": 1.0
+            }
+          ],
+          "variant_a": {
+            "blind_id": "near-neighbor-boundary:A",
+            "output": "Create a SKILL.md and a reusable workflow anyway so future notes can use it."
+          },
+          "variant_b": {
+            "blind_id": "near-neighbor-boundary:B",
+            "output": "Do not create a skill for this one-off request. Treat it as a near-neighbor: answer the summary directly unless the user confirms repeated use, shared ownership, or a reusable output contract."
+          },
+          "decision_state": {
+            "status": "awaiting-decision",
+            "winner_variant_recorded": false,
+            "confidence_recorded": false,
+            "reason_recorded": false,
+            "blocking_reason": "Decision template exists but this row is still blank."
+          }
+        },
+        {
+          "case_id": "file-backed-governed-package",
+          "prompt": "Turn the attached release brief source into a governed skill package.",
+          "input_files": [
+            "fixtures/release-brief-source.md"
+          ],
+          "review_instruction": "Pick A or B based only on the rubric. Do not infer which output came from the skill.",
+          "rubric": [
+            {
+              "id": "uses-file-backed-evidence",
+              "description": "Output names file-backed source evidence.",
+              "weight": 1.0
+            },
+            {
+              "id": "has-governance",
+              "description": "Output preserves governed ownership metadata.",
+              "weight": 1.0
+            },
+            {
+              "id": "has-output-contract",
+              "description": "Output preserves output and rollback boundaries.",
+              "weight": 1.0
+            },
+            {
+              "id": "has-trust-and-scorecard",
+              "description": "Output requires trust and output scorecard artifacts.",
+              "weight": 1.0
+            },
+            {
+              "id": "does-not-invent-evidence",
+              "description": "Output forbids invented launch evidence.",
+              "weight": 1.0
+            }
+          ],
+          "variant_a": {
+            "blind_id": "file-backed-governed-package:A",
+            "output": "Draft a release announcement with the changelog, support notes, and owner name."
+          },
+          "variant_b": {
+            "blind_id": "file-backed-governed-package:B",
+            "output": "Use the file-backed fixture as source evidence, then create a governed skill package with SKILL.md, agents/interface.yaml, owner, review cadence, input_files, output contract, rollback boundary, trust report, and reports/output_quality_scorecard.md. Mark missing launch metrics as missing evidence instead of inventing them."
+          },
+          "decision_state": {
+            "status": "awaiting-decision",
+            "winner_variant_recorded": false,
+            "confidence_recorded": false,
+            "reason_recorded": false,
+            "blocking_reason": "Decision template exists but this row is still blank."
+          }
+        }
+      ],
+      "failures": []
+    },
     "output_review_adjudication": {
       "schema_version": "1.0",
       "ok": true,
@@ -4296,6 +4589,7 @@
           "blind_pack_path": "reports/output_blind_review_pack.json",
           "decisions_path": "reports/output_review_decisions.json",
           "commands": {
+            "prepare_review_kit": "python3 scripts/yao.py output-review-kit",
             "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 ."
@@ -4322,6 +4616,7 @@
           "blind_pack_path": "reports/output_blind_review_pack.json",
           "decisions_path": "reports/output_review_decisions.json",
           "commands": {
+            "prepare_review_kit": "python3 scripts/yao.py output-review-kit",
             "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 ."
@@ -4348,6 +4643,7 @@
           "blind_pack_path": "reports/output_blind_review_pack.json",
           "decisions_path": "reports/output_review_decisions.json",
           "commands": {
+            "prepare_review_kit": "python3 scripts/yao.py output-review-kit",
             "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 ."
@@ -4374,6 +4670,7 @@
           "blind_pack_path": "reports/output_blind_review_pack.json",
           "decisions_path": "reports/output_review_decisions.json",
           "commands": {
+            "prepare_review_kit": "python3 scripts/yao.py output-review-kit",
             "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 ."
@@ -4400,6 +4697,7 @@
           "blind_pack_path": "reports/output_blind_review_pack.json",
           "decisions_path": "reports/output_review_decisions.json",
           "commands": {
+            "prepare_review_kit": "python3 scripts/yao.py output-review-kit",
             "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 ."
@@ -4421,7 +4719,7 @@
     "skill_os2_coverage": {
       "schema_version": "1.0",
       "ok": true,
-      "generated_at": "2026-06-13",
+      "generated_at": "2026-06-14",
       "skill_dir": ".",
       "summary": {
         "item_count": 20,
@@ -4542,7 +4840,7 @@
           "label": "Trust Security",
           "status": "pass",
           "objective": "Scripts, dependencies, permissions, secrets, and package hash are reviewable for team distribution.",
-          "current": "92 scripts; secrets 0; help failures 0",
+          "current": "93 scripts; secrets 0; help failures 0",
           "command": "python3 scripts/yao.py trust .",
           "test": "python3 tests/verify_trust_check.py",
           "evidence": [
@@ -5037,7 +5335,7 @@
     "compiled_targets": {
       "schema_version": "1.0",
       "ok": true,
-      "generated_at": "2026-06-13",
+      "generated_at": "2026-06-14",
       "skill_dir": ".",
       "summary": {
         "target_count": 5,
@@ -5202,6 +5500,7 @@
                 "scripts/lint_skill.py",
                 "scripts/local_output_eval_runner.py",
                 "scripts/optimize_description.py",
+                "scripts/prepare_output_review_kit.py",
                 "scripts/prepare_world_class_submission_kit.py",
                 "scripts/probe_runtime_permissions.py",
                 "scripts/promotion_checker.py",
@@ -5259,8 +5558,7 @@
                 "scripts/skill_report_layout.py",
                 "scripts/skill_report_metrics.py",
                 "scripts/skill_report_model.py",
-                "scripts/sync_local_install.py",
-                "scripts/telemetry_native_host.py"
+                "scripts/sync_local_install.py"
               ],
               "assets": [
                 "templates/basic_skill.md.j2",
@@ -5419,7 +5717,7 @@
                 },
                 "file_write": {
                   "required": true,
-                  "script_count": 62,
+                  "script_count": 63,
                   "scripts": [
                     "scripts/adjudicate_output_review.py",
                     "scripts/build_confusion_matrix.py",
@@ -5435,6 +5733,7 @@
                     "scripts/github_benchmark_scan.py",
                     "scripts/import_telemetry_events.py",
                     "scripts/init_skill.py",
+                    "scripts/prepare_output_review_kit.py",
                     "scripts/prepare_world_class_submission_kit.py",
                     "scripts/probe_runtime_permissions.py",
                     "scripts/promotion_checker.py",
@@ -5521,14 +5820,14 @@
               },
               "help_smoke": {
                 "enabled": true,
-                "checked_count": 75,
+                "checked_count": 76,
                 "failed_count": 0,
                 "failed_scripts": []
               },
               "trust_summary": {
                 "secret_findings": 0,
                 "network_script_count": 3,
-                "file_write_script_count": 62,
+                "file_write_script_count": 63,
                 "subprocess_script_count": 9,
                 "interactive_script_count": 0,
                 "help_smoke_failed_count": 0
@@ -5550,7 +5849,7 @@
               ],
               "capability_counts": {
                 "network": 3,
-                "file_write": 62,
+                "file_write": 63,
                 "subprocess": 9,
                 "interactive": 0
               },
@@ -5663,7 +5962,7 @@
               },
               "file_write": {
                 "required": true,
-                "script_count": 62,
+                "script_count": 63,
                 "scripts": [
                   "scripts/adjudicate_output_review.py",
                   "scripts/build_confusion_matrix.py",
@@ -5679,6 +5978,7 @@
                   "scripts/github_benchmark_scan.py",
                   "scripts/import_telemetry_events.py",
                   "scripts/init_skill.py",
+                  "scripts/prepare_output_review_kit.py",
                   "scripts/prepare_world_class_submission_kit.py",
                   "scripts/probe_runtime_permissions.py",
                   "scripts/promotion_checker.py",
@@ -5765,14 +6065,14 @@
             },
             "help_smoke": {
               "enabled": true,
-              "checked_count": 75,
+              "checked_count": 76,
               "failed_count": 0,
               "failed_scripts": []
             },
             "trust_summary": {
               "secret_findings": 0,
               "network_script_count": 3,
-              "file_write_script_count": 62,
+              "file_write_script_count": 63,
               "subprocess_script_count": 9,
               "interactive_script_count": 0,
               "help_smoke_failed_count": 0
@@ -5792,7 +6092,7 @@
             ],
             "capability_counts": {
               "network": 3,
-              "file_write": 62,
+              "file_write": 63,
               "subprocess": 9,
               "interactive": 0
             },
@@ -6047,6 +6347,7 @@
                 "scripts/lint_skill.py",
                 "scripts/local_output_eval_runner.py",
                 "scripts/optimize_description.py",
+                "scripts/prepare_output_review_kit.py",
                 "scripts/prepare_world_class_submission_kit.py",
                 "scripts/probe_runtime_permissions.py",
                 "scripts/promotion_checker.py",
@@ -6104,8 +6405,7 @@
                 "scripts/skill_report_layout.py",
                 "scripts/skill_report_metrics.py",
                 "scripts/skill_report_model.py",
-                "scripts/sync_local_install.py",
-                "scripts/telemetry_native_host.py"
+                "scripts/sync_local_install.py"
               ],
               "assets": [
                 "templates/basic_skill.md.j2",
@@ -6264,7 +6564,7 @@
                 },
                 "file_write": {
                   "required": true,
-                  "script_count": 62,
+                  "script_count": 63,
                   "scripts": [
                     "scripts/adjudicate_output_review.py",
                     "scripts/build_confusion_matrix.py",
@@ -6280,6 +6580,7 @@
                     "scripts/github_benchmark_scan.py",
                     "scripts/import_telemetry_events.py",
                     "scripts/init_skill.py",
+                    "scripts/prepare_output_review_kit.py",
                     "scripts/prepare_world_class_submission_kit.py",
                     "scripts/probe_runtime_permissions.py",
                     "scripts/promotion_checker.py",
@@ -6366,14 +6667,14 @@
               },
               "help_smoke": {
                 "enabled": true,
-                "checked_count": 75,
+                "checked_count": 76,
                 "failed_count": 0,
                 "failed_scripts": []
               },
               "trust_summary": {
                 "secret_findings": 0,
                 "network_script_count": 3,
-                "file_write_script_count": 62,
+                "file_write_script_count": 63,
                 "subprocess_script_count": 9,
                 "interactive_script_count": 0,
                 "help_smoke_failed_count": 0
@@ -6395,7 +6696,7 @@
               ],
               "capability_counts": {
                 "network": 3,
-                "file_write": 62,
+                "file_write": 63,
                 "subprocess": 9,
                 "interactive": 0
               },
@@ -6508,7 +6809,7 @@
               },
               "file_write": {
                 "required": true,
-                "script_count": 62,
+                "script_count": 63,
                 "scripts": [
                   "scripts/adjudicate_output_review.py",
                   "scripts/build_confusion_matrix.py",
@@ -6524,6 +6825,7 @@
                   "scripts/github_benchmark_scan.py",
                   "scripts/import_telemetry_events.py",
                   "scripts/init_skill.py",
+                  "scripts/prepare_output_review_kit.py",
                   "scripts/prepare_world_class_submission_kit.py",
                   "scripts/probe_runtime_permissions.py",
                   "scripts/promotion_checker.py",
@@ -6610,14 +6912,14 @@
             },
             "help_smoke": {
               "enabled": true,
-              "checked_count": 75,
+              "checked_count": 76,
               "failed_count": 0,
               "failed_scripts": []
             },
             "trust_summary": {
               "secret_findings": 0,
               "network_script_count": 3,
-              "file_write_script_count": 62,
+              "file_write_script_count": 63,
               "subprocess_script_count": 9,
               "interactive_script_count": 0,
               "help_smoke_failed_count": 0
@@ -6637,7 +6939,7 @@
             ],
             "capability_counts": {
               "network": 3,
-              "file_write": 62,
+              "file_write": 63,
               "subprocess": 9,
               "interactive": 0
             },
@@ -6892,6 +7194,7 @@
                 "scripts/lint_skill.py",
                 "scripts/local_output_eval_runner.py",
                 "scripts/optimize_description.py",
+                "scripts/prepare_output_review_kit.py",
                 "scripts/prepare_world_class_submission_kit.py",
                 "scripts/probe_runtime_permissions.py",
                 "scripts/promotion_checker.py",
@@ -6949,8 +7252,7 @@
                 "scripts/skill_report_layout.py",
                 "scripts/skill_report_metrics.py",
                 "scripts/skill_report_model.py",
-                "scripts/sync_local_install.py",
-                "scripts/telemetry_native_host.py"
+                "scripts/sync_local_install.py"
               ],
               "assets": [
                 "templates/basic_skill.md.j2",
@@ -7109,7 +7411,7 @@
                 },
                 "file_write": {
                   "required": true,
-                  "script_count": 62,
+                  "script_count": 63,
                   "scripts": [
                     "scripts/adjudicate_output_review.py",
                     "scripts/build_confusion_matrix.py",
@@ -7125,6 +7427,7 @@
                     "scripts/github_benchmark_scan.py",
                     "scripts/import_telemetry_events.py",
                     "scripts/init_skill.py",
+                    "scripts/prepare_output_review_kit.py",
                     "scripts/prepare_world_class_submission_kit.py",
                     "scripts/probe_runtime_permissions.py",
                     "scripts/promotion_checker.py",
@@ -7211,14 +7514,14 @@
               },
               "help_smoke": {
                 "enabled": true,
-                "checked_count": 75,
+                "checked_count": 76,
                 "failed_count": 0,
                 "failed_scripts": []
               },
               "trust_summary": {
                 "secret_findings": 0,
                 "network_script_count": 3,
-                "file_write_script_count": 62,
+                "file_write_script_count": 63,
                 "subprocess_script_count": 9,
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@@ -7240,7 +7543,7 @@
               ],
               "capability_counts": {
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+                "file_write": 63,
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@@ -7346,7 +7649,7 @@
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               "file_write": {
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+                "script_count": 63,
                 "scripts": [
                   "scripts/adjudicate_output_review.py",
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@@ -7362,6 +7665,7 @@
                   "scripts/github_benchmark_scan.py",
                   "scripts/import_telemetry_events.py",
                   "scripts/init_skill.py",
+                  "scripts/prepare_output_review_kit.py",
                   "scripts/prepare_world_class_submission_kit.py",
                   "scripts/probe_runtime_permissions.py",
                   "scripts/promotion_checker.py",
@@ -7448,14 +7752,14 @@
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             "help_smoke": {
               "enabled": true,
-              "checked_count": 75,
+              "checked_count": 76,
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               "failed_scripts": []
             },
             "trust_summary": {
               "secret_findings": 0,
               "network_script_count": 3,
-              "file_write_script_count": 62,
+              "file_write_script_count": 63,
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@@ -7475,7 +7779,7 @@
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+              "file_write": 63,
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@@ -7721,6 +8025,7 @@
                 "scripts/lint_skill.py",
                 "scripts/local_output_eval_runner.py",
                 "scripts/optimize_description.py",
+                "scripts/prepare_output_review_kit.py",
                 "scripts/prepare_world_class_submission_kit.py",
                 "scripts/probe_runtime_permissions.py",
                 "scripts/promotion_checker.py",
@@ -7778,8 +8083,7 @@
                 "scripts/skill_report_layout.py",
                 "scripts/skill_report_metrics.py",
                 "scripts/skill_report_model.py",
-                "scripts/sync_local_install.py",
-                "scripts/telemetry_native_host.py"
+                "scripts/sync_local_install.py"
               ],
               "assets": [
                 "templates/basic_skill.md.j2",
@@ -7938,7 +8242,7 @@
                 },
                 "file_write": {
                   "required": true,
-                  "script_count": 62,
+                  "script_count": 63,
                   "scripts": [
                     "scripts/adjudicate_output_review.py",
                     "scripts/build_confusion_matrix.py",
@@ -7954,6 +8258,7 @@
                     "scripts/github_benchmark_scan.py",
                     "scripts/import_telemetry_events.py",
                     "scripts/init_skill.py",
+                    "scripts/prepare_output_review_kit.py",
                     "scripts/prepare_world_class_submission_kit.py",
                     "scripts/probe_runtime_permissions.py",
                     "scripts/promotion_checker.py",
@@ -8040,14 +8345,14 @@
               },
               "help_smoke": {
                 "enabled": true,
-                "checked_count": 75,
+                "checked_count": 76,
                 "failed_count": 0,
                 "failed_scripts": []
               },
               "trust_summary": {
                 "secret_findings": 0,
                 "network_script_count": 3,
-                "file_write_script_count": 62,
+                "file_write_script_count": 63,
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@@ -8069,7 +8374,7 @@
               ],
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+                "file_write": 63,
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                 "interactive": 0
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@@ -8175,7 +8480,7 @@
               },
               "file_write": {
                 "required": true,
-                "script_count": 62,
+                "script_count": 63,
                 "scripts": [
                   "scripts/adjudicate_output_review.py",
                   "scripts/build_confusion_matrix.py",
@@ -8191,6 +8496,7 @@
                   "scripts/github_benchmark_scan.py",
                   "scripts/import_telemetry_events.py",
                   "scripts/init_skill.py",
+                  "scripts/prepare_output_review_kit.py",
                   "scripts/prepare_world_class_submission_kit.py",
                   "scripts/probe_runtime_permissions.py",
                   "scripts/promotion_checker.py",
@@ -8277,14 +8583,14 @@
             },
             "help_smoke": {
               "enabled": true,
-              "checked_count": 75,
+              "checked_count": 76,
               "failed_count": 0,
               "failed_scripts": []
             },
             "trust_summary": {
               "secret_findings": 0,
               "network_script_count": 3,
-              "file_write_script_count": 62,
+              "file_write_script_count": 63,
               "subprocess_script_count": 9,
               "interactive_script_count": 0,
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@@ -8304,7 +8610,7 @@
             ],
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               "network": 3,
-              "file_write": 62,
+              "file_write": 63,
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               "interactive": 0
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@@ -8550,6 +8856,7 @@
                 "scripts/lint_skill.py",
                 "scripts/local_output_eval_runner.py",
                 "scripts/optimize_description.py",
+                "scripts/prepare_output_review_kit.py",
                 "scripts/prepare_world_class_submission_kit.py",
                 "scripts/probe_runtime_permissions.py",
                 "scripts/promotion_checker.py",
@@ -8607,8 +8914,7 @@
                 "scripts/skill_report_layout.py",
                 "scripts/skill_report_metrics.py",
                 "scripts/skill_report_model.py",
-                "scripts/sync_local_install.py",
-                "scripts/telemetry_native_host.py"
+                "scripts/sync_local_install.py"
               ],
               "assets": [
                 "templates/basic_skill.md.j2",
@@ -8767,7 +9073,7 @@
                 },
                 "file_write": {
                   "required": true,
-                  "script_count": 62,
+                  "script_count": 63,
                   "scripts": [
                     "scripts/adjudicate_output_review.py",
                     "scripts/build_confusion_matrix.py",
@@ -8783,6 +9089,7 @@
                     "scripts/github_benchmark_scan.py",
                     "scripts/import_telemetry_events.py",
                     "scripts/init_skill.py",
+                    "scripts/prepare_output_review_kit.py",
                     "scripts/prepare_world_class_submission_kit.py",
                     "scripts/probe_runtime_permissions.py",
                     "scripts/promotion_checker.py",
@@ -8869,14 +9176,14 @@
               },
               "help_smoke": {
                 "enabled": true,
-                "checked_count": 75,
+                "checked_count": 76,
                 "failed_count": 0,
                 "failed_scripts": []
               },
               "trust_summary": {
                 "secret_findings": 0,
                 "network_script_count": 3,
-                "file_write_script_count": 62,
+                "file_write_script_count": 63,
                 "subprocess_script_count": 9,
                 "interactive_script_count": 0,
                 "help_smoke_failed_count": 0
@@ -8898,7 +9205,7 @@
               ],
               "capability_counts": {
                 "network": 3,
-                "file_write": 62,
+                "file_write": 63,
                 "subprocess": 9,
                 "interactive": 0
               },
@@ -9008,7 +9315,7 @@
               },
               "file_write": {
                 "required": true,
-                "script_count": 62,
+                "script_count": 63,
                 "scripts": [
                   "scripts/adjudicate_output_review.py",
                   "scripts/build_confusion_matrix.py",
@@ -9024,6 +9331,7 @@
                   "scripts/github_benchmark_scan.py",
                   "scripts/import_telemetry_events.py",
                   "scripts/init_skill.py",
+                  "scripts/prepare_output_review_kit.py",
                   "scripts/prepare_world_class_submission_kit.py",
                   "scripts/probe_runtime_permissions.py",
                   "scripts/promotion_checker.py",
@@ -9110,14 +9418,14 @@
             },
             "help_smoke": {
               "enabled": true,
-              "checked_count": 75,
+              "checked_count": 76,
               "failed_count": 0,
               "failed_scripts": []
             },
             "trust_summary": {
               "secret_findings": 0,
               "network_script_count": 3,
-              "file_write_script_count": 62,
+              "file_write_script_count": 63,
               "subprocess_script_count": 9,
               "interactive_script_count": 0,
               "help_smoke_failed_count": 0
@@ -9137,7 +9445,7 @@
             ],
             "capability_counts": {
               "network": 3,
-              "file_write": 62,
+              "file_write": 63,
               "subprocess": 9,
               "interactive": 0
             },
@@ -9809,8 +10117,8 @@
       "ok": true,
       "skill_dir": ".",
       "summary": {
-        "scanned_files": 176,
-        "script_count": 92,
+        "scanned_files": 177,
+        "script_count": 93,
         "internal_module_count": 17,
         "secret_findings": 0,
         "dependency_files": [
@@ -9819,18 +10127,18 @@
         "network_script_count": 3,
         "network_policy_covered_count": 3,
         "network_policy_missing_count": 0,
-        "file_write_script_count": 62,
+        "file_write_script_count": 63,
         "permission_required_count": 3,
         "permission_approved_count": 3,
         "permission_missing_count": 0,
         "permission_invalid_count": 0,
         "permission_expired_count": 0,
-        "help_smoke_checked_count": 75,
+        "help_smoke_checked_count": 76,
         "help_smoke_failed_count": 0,
         "interactive_script_count": 0,
         "package_hash_scope": "source-contract-without-generated-reports",
-        "package_hash_file_count": 176,
-        "package_sha256": "68a0228b56de8c9e9e94d64d7c1e386bf3dff55c0f6228b65f91e75d02525926"
+        "package_hash_file_count": 177,
+        "package_sha256": "7645bfc56829c3d6888e792b170b2e734d041c930c31f7f285c0d59e49d7de1b"
       },
       "failures": [],
       "warnings": [],
@@ -10139,6 +10447,20 @@
           "network_urls": [],
           "network_hosts": []
         },
+        {
+          "path": "scripts/prepare_output_review_kit.py",
+          "interface": "cli",
+          "interface_declared": false,
+          "interface_reason": "Default CLI classification; add SCRIPT_INTERFACE for internal modules.",
+          "has_argparse": true,
+          "has_main_guard": true,
+          "uses_input": false,
+          "uses_network": false,
+          "uses_file_write": true,
+          "uses_subprocess": false,
+          "network_urls": [],
+          "network_hosts": []
+        },
         {
           "path": "scripts/prepare_world_class_submission_kit.py",
           "interface": "cli",
@@ -11172,9 +11494,9 @@
       "help_smoke": {
         "enabled": true,
         "timeout_seconds": 5.0,
-        "candidate_count": 75,
-        "checked_count": 75,
-        "passed_count": 75,
+        "candidate_count": 76,
+        "checked_count": 76,
+        "passed_count": 76,
         "failed_count": 0,
         "skipped_count": 17,
         "failed_scripts": [],
@@ -11389,6 +11711,16 @@
             "stdout_excerpt": "usage: optimize_description.py [-h] --description-file DESCRIPTION_FILE\n                               [--baseline-description-file BASELINE_DESCRIPTION_FILE]\n                               --dev-cases DEV_CASES\n                            ",
             "stderr_excerpt": ""
           },
+          {
+            "path": "scripts/prepare_output_review_kit.py",
+            "command": "python3 scripts/prepare_output_review_kit.py --help",
+            "returncode": 0,
+            "timed_out": false,
+            "passed": true,
+            "has_help_text": true,
+            "stdout_excerpt": "usage: prepare_output_review_kit.py [-h] [--blind-pack-json BLIND_PACK_JSON]\n                                    [--blind-pack-md BLIND_PACK_MD]\n                                    [--decisions DECISIONS]\n                                   ",
+            "stderr_excerpt": ""
+          },
           {
             "path": "scripts/prepare_world_class_submission_kit.py",
             "command": "python3 scripts/prepare_world_class_submission_kit.py --help",
@@ -12067,6 +12399,7 @@
               "scripts/github_benchmark_scan.py",
               "scripts/import_telemetry_events.py",
               "scripts/init_skill.py",
+              "scripts/prepare_output_review_kit.py",
               "scripts/prepare_world_class_submission_kit.py",
               "scripts/probe_runtime_permissions.py",
               "scripts/promotion_checker.py",
@@ -12182,7 +12515,7 @@
       "root": ".",
       "summary": {
         "target_python": "3.11",
-        "file_count": 152,
+        "file_count": 154,
         "issue_count": 0,
         "syntax_error_count": 0,
         "fstring_311_violation_count": 0,
@@ -12343,6 +12676,12 @@
           "issue_count": 0,
           "issues": []
         },
+        {
+          "path": "scripts/prepare_output_review_kit.py",
+          "ok": true,
+          "issue_count": 0,
+          "issues": []
+        },
         {
           "path": "scripts/prepare_world_class_submission_kit.py",
           "ok": true,
@@ -12883,6 +13222,12 @@
           "issue_count": 0,
           "issues": []
         },
+        {
+          "path": "tests/verify_output_review_kit.py",
+          "ok": true,
+          "issue_count": 0,
+          "issues": []
+        },
         {
           "path": "tests/verify_output_risk_profile.py",
           "ok": true,
@@ -13124,12 +13469,12 @@
       "generated_at": "2026-06-13",
       "skill_dir": ".",
       "summary": {
-        "python_file_count": 149,
-        "script_file_count": 92,
-        "test_file_count": 57,
+        "python_file_count": 151,
+        "script_file_count": 93,
+        "test_file_count": 58,
         "internal_module_count": 19,
-        "cli_script_count": 74,
-        "command_handler_count": 33,
+        "cli_script_count": 75,
+        "command_handler_count": 34,
         "warn_line_threshold": 900,
         "block_line_threshold": 1500,
         "largest_file_lines": 898,
@@ -13147,21 +13492,21 @@
         },
         {
           "path": "tests/verify_yao_cli.py",
-          "lines": 891,
+          "lines": 893,
           "kind": "test",
           "severity": "pass",
           "recommendation": "Break broad integration assertions into focused verifier helpers when the next behavior change lands."
         },
         {
           "path": "scripts/yao.py",
-          "lines": 841,
+          "lines": 862,
           "kind": "cli-script",
           "severity": "pass",
           "recommendation": "Split command handlers by domain while keeping scripts/yao.py as the thin CLI orchestrator."
         },
         {
           "path": "scripts/skill_report_model.py",
-          "lines": 782,
+          "lines": 792,
           "kind": "internal-module",
           "severity": "pass",
           "recommendation": "Watch this file before adding new responsibilities; extract a helper module when one concern dominates."
@@ -13173,6 +13518,13 @@
           "severity": "pass",
           "recommendation": "Watch this file before adding new responsibilities; extract a helper module when one concern dominates."
         },
+        {
+          "path": "scripts/yao_cli_parser.py",
+          "lines": 726,
+          "kind": "internal-module",
+          "severity": "pass",
+          "recommendation": "Watch this file before adding new responsibilities; extract a helper module when one concern dominates."
+        },
         {
           "path": "scripts/optimize_description.py",
           "lines": 723,
@@ -13187,13 +13539,6 @@
           "severity": "pass",
           "recommendation": "Watch this file before adding new responsibilities; extract a helper module when one concern dominates."
         },
-        {
-          "path": "scripts/yao_cli_parser.py",
-          "lines": 714,
-          "kind": "internal-module",
-          "severity": "pass",
-          "recommendation": "Watch this file before adding new responsibilities; extract a helper module when one concern dominates."
-        },
         {
           "path": "scripts/render_review_viewer.py",
           "lines": 685,
@@ -13238,10 +13583,10 @@
         "context_budget_tier": "production",
         "context_budget_limit": 1000,
         "skill_body_tokens": 751,
-        "other_text_tokens": 1129714,
+        "other_text_tokens": 1144803,
         "estimated_initial_load_tokens": 944,
-        "estimated_total_text_tokens": 1130465,
-        "relevant_file_count": 484,
+        "estimated_total_text_tokens": 1145554,
+        "relevant_file_count": 490,
         "unused_resource_dirs": [],
         "quality_signal_points": 130,
         "quality_density": 137.7
@@ -14126,6 +14471,7 @@
               "scripts/lint_skill.py",
               "scripts/local_output_eval_runner.py",
               "scripts/optimize_description.py",
+              "scripts/prepare_output_review_kit.py",
               "scripts/prepare_world_class_submission_kit.py",
               "scripts/probe_runtime_permissions.py",
               "scripts/promotion_checker.py",
@@ -15092,7 +15438,7 @@
     "adoption_drift": {
       "ok": true,
       "schema_version": "2.0",
-      "generated_at": "2026-06-13T22:35:30Z",
+      "generated_at": "2026-06-13T22:54:35Z",
       "skill_dir": ".",
       "privacy_contract": {
         "storage": "local-first",
@@ -15116,14 +15462,14 @@
       },
       "summary": {
         "event_count": 1,
-        "adoption_sample_count": 1,
-        "activation_count": 1,
-        "accepted_count": 1,
+        "adoption_sample_count": 0,
+        "activation_count": 0,
+        "accepted_count": 0,
         "edited_count": 0,
         "rejected_count": 0,
         "missed_count": 0,
         "failed_count": 0,
-        "adoption_rate": 100.0,
+        "adoption_rate": 0,
         "missed_trigger_count": 0,
         "wrong_trigger_count": 0,
         "bad_output_count": 0,
@@ -15132,7 +15478,7 @@
         "review_overdue_count": 0,
         "risk_band": "low",
         "event_types": {
-          "skill_activation": 1
+          "review_event": 1
         },
         "failure_types": {},
         "source_types": {
@@ -15144,31 +15490,31 @@
         {
           "skill": "yao-meta-skill",
           "events": 1,
-          "adoption_events": 1,
-          "accepted": 1,
+          "adoption_events": 0,
+          "accepted": 0,
           "edited": 0,
           "rejected": 0,
           "missed": 0,
-          "adoption_rate": 100.0
+          "adoption_rate": 0
         }
       ],
       "next_iteration_candidates": [],
       "recent_events": [
         {
           "command": "unknown",
-          "event": "skill_activation",
+          "event": "review_event",
           "skill": "yao-meta-skill",
           "source": "manual",
           "version": "1.1.0",
-          "activation_type": "explicit",
-          "outcome": "accepted",
+          "activation_type": "manual",
+          "outcome": "reviewed",
           "failure_type": "none",
-          "timestamp": "2026-06-13T10:00:00Z"
+          "timestamp": "2026-06-13T12:00:00Z"
         }
       ],
       "failures": [],
       "artifacts": {
-        "events_jsonl": "tests/tmp_review_studio/telemetry_events.jsonl",
+        "events_jsonl": "reports/telemetry_events.jsonl",
         "json": "reports/adoption_drift_report.json",
         "markdown": "reports/adoption_drift_report.md"
       }
@@ -15177,7 +15523,7 @@
       "schema_version": "1.0",
       "ok": true,
       "skill_dir": ".",
-      "generated_at": "2026-06-13",
+      "generated_at": "2026-06-14",
       "summary": {
         "waiver_count": 0,
         "active_count": 0,
@@ -15227,7 +15573,7 @@
             "Reviewer links output_review_adjudication or output_execution evidence."
           ],
           "suggested_evidence": "reports/output_review_adjudication.md",
-          "suggested_command": "python3 scripts/yao.py review-waivers . --add-waiver --gate-key output-lab --reviewer \"<reviewer>\" --reason \"Output Lab has pending human/provider evidence; accepted only for this bounded review scope.\" --expires-at 2027-06-13 --evidence reports/output_review_adjudication.md",
+          "suggested_command": "python3 scripts/yao.py review-waivers . --add-waiver --gate-key output-lab --reviewer \"<reviewer>\" --reason \"Output Lab has pending human/provider evidence; accepted only for this bounded review scope.\" --expires-at 2027-06-14 --evidence reports/output_review_adjudication.md",
           "world_class_boundary": "Does not count as provider, human, or public world-class completion evidence."
         },
         {
@@ -15257,7 +15603,7 @@
       "schema_version": "1.0",
       "ok": true,
       "skill_dir": ".",
-      "source": "tests/tmp_review_studio/empty_review_annotations_input.json",
+      "source": "reports/review_annotations_input.json",
       "summary": {
         "annotation_count": 0,
         "open_count": 0,
@@ -15280,7 +15626,7 @@
     "world_class_evidence_ledger": {
       "schema_version": "1.0",
       "ok": true,
-      "generated_at": "2026-06-13",
+      "generated_at": "2026-06-14",
       "skill_dir": ".",
       "summary": {
         "ledger_entry_count": 4,
@@ -15374,6 +15720,7 @@
           ],
           "evidence_artifacts": [
             "reports/output_blind_review_pack.md",
+            "reports/output_review_kit.md",
             "reports/output_review_decisions.json",
             "reports/output_review_adjudication.json",
             "reports/output_review_adjudication.md",
@@ -15473,7 +15820,7 @@
           "owner": "Browser/Chrome/IDE/provider client integrator",
           "status": "pending",
           "source_status": "external_required",
-          "current": "external source events 0; adoption samples 1",
+          "current": "external source events 0; adoption samples 0",
           "objective": "Import production metadata-only events from a real external client into the local drift loop.",
           "provenance_requirements": [
             "real external client source",
@@ -15501,7 +15848,7 @@
           ],
           "observed_state": {
             "external_source_events": 0,
-            "adoption_sample_count": 1,
+            "adoption_sample_count": 0,
             "raw_content_allowed": false,
             "risk_band": "low",
             "accepted": false
@@ -15541,7 +15888,7 @@
     "world_class_evidence_intake": {
       "schema_version": "1.0",
       "ok": true,
-      "generated_at": "2026-06-13",
+      "generated_at": "2026-06-14",
       "skill_dir": ".",
       "summary": {
         "schema_present": true,
@@ -15674,6 +16021,7 @@
             ],
             "evidence_artifacts": [
               "reports/output_blind_review_pack.md",
+              "reports/output_review_kit.md",
               "reports/output_review_decisions.json",
               "reports/output_review_adjudication.json",
               "reports/output_review_adjudication.md",
@@ -15811,7 +16159,7 @@
     "world_class_submission_review": {
       "schema_version": "1.0",
       "ok": true,
-      "generated_at": "2026-06-14",
+      "generated_at": "2026-06-13",
       "skill_dir": ".",
       "summary": {
         "review_item_count": 4,
@@ -15953,7 +16301,7 @@
           "intake_errors": [],
           "observed_state": {
             "external_source_events": 0,
-            "adoption_sample_count": 1,
+            "adoption_sample_count": 0,
             "raw_content_allowed": false,
             "risk_band": "low",
             "accepted": false
@@ -15988,7 +16336,7 @@
       "summary": {
         "ledger_ready_to_claim_world_class": false,
         "ledger_pending_count": 4,
-        "claim_surface_count": 69,
+        "claim_surface_count": 70,
         "violation_count": 0,
         "overclaim_guard_active": true,
         "decision": "claim-guard-pass-evidence-pending"
@@ -16177,6 +16525,10 @@
           "path": "reports/output_review_adjudication.md",
           "violation_count": 0
         },
+        {
+          "path": "reports/output_review_kit.md",
+          "violation_count": 0
+        },
         {
           "path": "reports/package_verification.md",
           "violation_count": 0
@@ -16331,7 +16683,7 @@
         "trust_level": "local",
         "license": "MIT",
         "checksums": {
-          "package_sha256": "68a0228b56de8c9e9e94d64d7c1e386bf3dff55c0f6228b65f91e75d02525926",
+          "package_sha256": "7645bfc56829c3d6888e792b170b2e734d041c930c31f7f285c0d59e49d7de1b",
           "archive_sha256": "cb1ac8c62bc5dee942a88f18eb5d71c93ae58f854ac19f3d912f9c9c3a4ec24e"
         },
         "compatibility": {
@@ -16388,7 +16740,7 @@
               "vscode"
             ],
             "package_metadata": "registry/packages/yao-meta-skill.json",
-            "package_sha256": "68a0228b56de8c9e9e94d64d7c1e386bf3dff55c0f6228b65f91e75d02525926"
+            "package_sha256": "7645bfc56829c3d6888e792b170b2e734d041c930c31f7f285c0d59e49d7de1b"
           }
         ]
       },
@@ -17077,7 +17429,7 @@
       "installed_skill_dir": "tests/tmp_review_studio/install-root/simulate-yao-meta-skill/yao-meta-skill",
       "summary": {
         "archive_present": true,
-        "archive_entry_count": 563,
+        "archive_entry_count": 567,
         "archive_extracted": true,
         "entrypoint_loaded": true,
         "manifest_loaded": true,
@@ -17424,7 +17776,7 @@
           {
             "field": "package_sha256",
             "from": "0000000000000000000000000000000000000000000000000000000000000000",
-            "to": "68a0228b56de8c9e9e94d64d7c1e386bf3dff55c0f6228b65f91e75d02525926"
+            "to": "7645bfc56829c3d6888e792b170b2e734d041c930c31f7f285c0d59e49d7de1b"
           }
         ]
       },
diff --git a/reports/security_trust_report.json b/reports/security_trust_report.json
index d49e0649..b15f6f71 100644
--- a/reports/security_trust_report.json
+++ b/reports/security_trust_report.json
@@ -2,8 +2,8 @@
   "ok": true,
   "skill_dir": ".",
   "summary": {
-    "scanned_files": 176,
-    "script_count": 92,
+    "scanned_files": 177,
+    "script_count": 93,
     "internal_module_count": 17,
     "secret_findings": 0,
     "dependency_files": [
@@ -12,18 +12,18 @@
     "network_script_count": 3,
     "network_policy_covered_count": 3,
     "network_policy_missing_count": 0,
-    "file_write_script_count": 62,
+    "file_write_script_count": 63,
     "permission_required_count": 3,
     "permission_approved_count": 3,
     "permission_missing_count": 0,
     "permission_invalid_count": 0,
     "permission_expired_count": 0,
-    "help_smoke_checked_count": 75,
+    "help_smoke_checked_count": 76,
     "help_smoke_failed_count": 0,
     "interactive_script_count": 0,
     "package_hash_scope": "source-contract-without-generated-reports",
-    "package_hash_file_count": 176,
-    "package_sha256": "68a0228b56de8c9e9e94d64d7c1e386bf3dff55c0f6228b65f91e75d02525926"
+    "package_hash_file_count": 177,
+    "package_sha256": "33ca97e8df3e3c75228595ab8bd06d65c697ef708723a0a53637bd8f22bbcfda"
   },
   "failures": [],
   "warnings": [],
@@ -332,6 +332,20 @@
       "network_urls": [],
       "network_hosts": []
     },
+    {
+      "path": "scripts/prepare_output_review_kit.py",
+      "interface": "cli",
+      "interface_declared": false,
+      "interface_reason": "Default CLI classification; add SCRIPT_INTERFACE for internal modules.",
+      "has_argparse": true,
+      "has_main_guard": true,
+      "uses_input": false,
+      "uses_network": false,
+      "uses_file_write": true,
+      "uses_subprocess": false,
+      "network_urls": [],
+      "network_hosts": []
+    },
     {
       "path": "scripts/prepare_world_class_submission_kit.py",
       "interface": "cli",
@@ -1365,9 +1379,9 @@
   "help_smoke": {
     "enabled": true,
     "timeout_seconds": 5.0,
-    "candidate_count": 75,
-    "checked_count": 75,
-    "passed_count": 75,
+    "candidate_count": 76,
+    "checked_count": 76,
+    "passed_count": 76,
     "failed_count": 0,
     "skipped_count": 17,
     "failed_scripts": [],
@@ -1582,6 +1596,16 @@
         "stdout_excerpt": "usage: optimize_description.py [-h] --description-file DESCRIPTION_FILE\n                               [--baseline-description-file BASELINE_DESCRIPTION_FILE]\n                               --dev-cases DEV_CASES\n                            ",
         "stderr_excerpt": ""
       },
+      {
+        "path": "scripts/prepare_output_review_kit.py",
+        "command": "python3 scripts/prepare_output_review_kit.py --help",
+        "returncode": 0,
+        "timed_out": false,
+        "passed": true,
+        "has_help_text": true,
+        "stdout_excerpt": "usage: prepare_output_review_kit.py [-h] [--blind-pack-json BLIND_PACK_JSON]\n                                    [--blind-pack-md BLIND_PACK_MD]\n                                    [--decisions DECISIONS]\n                                   ",
+        "stderr_excerpt": ""
+      },
       {
         "path": "scripts/prepare_world_class_submission_kit.py",
         "command": "python3 scripts/prepare_world_class_submission_kit.py --help",
@@ -2260,6 +2284,7 @@
           "scripts/github_benchmark_scan.py",
           "scripts/import_telemetry_events.py",
           "scripts/init_skill.py",
+          "scripts/prepare_output_review_kit.py",
           "scripts/prepare_world_class_submission_kit.py",
           "scripts/probe_runtime_permissions.py",
           "scripts/promotion_checker.py",
diff --git a/reports/security_trust_report.md b/reports/security_trust_report.md
index 0807117c..a772e7d9 100644
--- a/reports/security_trust_report.md
+++ b/reports/security_trust_report.md
@@ -1,22 +1,22 @@
 # Security Trust Report
 
 - OK: `True`
-- Scanned files: `176`
-- Scripts: `92`
+- Scanned files: `177`
+- Scripts: `93`
 - Internal script modules: `17`
 - Secret findings: `0`
 - Network-capable scripts: `3`
 - Network policy covered scripts: `3`
 - Network policy missing scripts: `0`
-- File-write scripts: `62`
+- File-write scripts: `63`
 - Permission approvals: `3 / 3`
 - Permission approval gaps: `0`
-- CLI help smoke checked: `75`
+- CLI help smoke checked: `76`
 - CLI help smoke failures: `0`
 - Interactive scripts: `0`
 - Package hash scope: `source-contract-without-generated-reports`
-- Package hash files: `176`
-- Package SHA256: `68a0228b56de8c9e9e94d64d7c1e386bf3dff55c0f6228b65f91e75d02525926`
+- Package hash files: `177`
+- Package SHA256: `33ca97e8df3e3c75228595ab8bd06d65c697ef708723a0a53637bd8f22bbcfda`
 
 ## Failures
 
@@ -54,8 +54,8 @@
 
 - Enabled: `True`
 - Timeout seconds: `5.0`
-- Checked scripts: `75`
-- Passed scripts: `75`
+- Checked scripts: `76`
+- Passed scripts: `76`
 - Failed scripts: `none`
 
 ## Script Surface
@@ -83,6 +83,7 @@
 | scripts/lint_skill.py | cli | False | True | True | False | False | False | False | Default CLI classification; add SCRIPT_INTERFACE for internal modules. |
 | scripts/local_output_eval_runner.py | cli | False | True | True | False | False | False | False | Default CLI classification; add SCRIPT_INTERFACE for internal modules. |
 | scripts/optimize_description.py | cli | False | True | True | False | False | False | False | Default CLI classification; add SCRIPT_INTERFACE for internal modules. |
+| scripts/prepare_output_review_kit.py | cli | False | True | True | False | False | True | False | Default CLI classification; add SCRIPT_INTERFACE for internal modules. |
 | scripts/prepare_world_class_submission_kit.py | cli | True | True | True | False | False | True | False | Prepares editable world-class evidence intake packets without counting drafts as accepted evidence. |
 | scripts/probe_runtime_permissions.py | cli | False | True | True | False | False | True | False | Default CLI classification; add SCRIPT_INTERFACE for internal modules. |
 | scripts/promotion_checker.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 34174cf6..9049679b 100644
--- a/reports/skill-overview.html
+++ b/reports/skill-overview.html
@@ -621,7 +621,7 @@
         <div class="two-col">
           <article class="panel">
             <h3><span data-lang="zh-CN">作用定位</span><span data-lang="en">Role</span></h3>
-            <ul class="list"><li><span data-lang="zh-CN">从工作流、提示词、对话记录、文档或笔记中创建、重构、评估和打包 agent skill；适用于新建 Skill、沉淀重复流程、改进现有 Skill、补充 eval 或团队复用打包。</span><span data-lang="en">Create, refactor, evaluate, and package agent skills from workflows, prompts, transcripts, docs, or notes. Use when asked to create a skill, turn a repeated process into a reusable skill, improve an existing skill, add evals, or package a skill for team reuse.</span></li><li><span data-lang="zh-CN">把一次性经验沉淀为可复用、可评估、可迁移的 Skill 包体。</span><span data-lang="en">把一次性经验沉淀为可复用、可评估、可迁移的 Skill 包体。</span></li><li><span data-lang="zh-CN">交付结果：SKILL.md, agents/interface.yaml, reports/skill-ir.json, reports/compiled_targets.md, reports/output_quality_scorecard.md, reports/output_execution_runs.md, reports/output_blind_review_pack.md, reports/output_blind_answer_key.json, reports/output_review_adjudication.md, reports/benchmark_reproducibility.md, reports/conformance_matrix.md, reports/security_trust_report.md, reports/runtime_permission_probes.md, reports/skill_atlas.html, reports/registry_audit.md, reports/package_verification.md, reports/install_simulation.md, reports/upgrade_check.md, reports/adoption_drift_report.md, reports/review_waivers.md, reports/world_class_evidence_plan.md, reports/world_class_evidence_ledger.md, reports/review_annotations.md, reports/review-studio.html, reports/skill-overview.html</span><span data-lang="en">交付结果：SKILL.md, agents/interface.yaml, reports/skill-ir.json, reports/compiled_targets.md, reports/output_quality_scorecard.md, reports/output_execution_runs.md, reports/output_blind_review_pack.md, reports/output_blind_answer_key.json, reports/output_review_adjudication.md, reports/benchmark_reproducibility.md, reports/conformance_matrix.md, reports/security_trust_report.md, reports/runtime_permission_probes.md, reports/skill_atlas.html, reports/registry_audit.md, reports/package_verification.md, reports/install_simulation.md, reports/upgrade_check.md, reports/adoption_drift_report.md, reports/review_waivers.md, reports/world_class_evidence_plan.md, reports/world_class_evidence_ledger.md, reports/review_annotations.md, reports/review-studio.html, reports/skill-overview.html</span></li></ul>
+            <ul class="list"><li><span data-lang="zh-CN">从工作流、提示词、对话记录、文档或笔记中创建、重构、评估和打包 agent skill；适用于新建 Skill、沉淀重复流程、改进现有 Skill、补充 eval 或团队复用打包。</span><span data-lang="en">Create, refactor, evaluate, and package agent skills from workflows, prompts, transcripts, docs, or notes. Use when asked to create a skill, turn a repeated process into a reusable skill, improve an existing skill, add evals, or package a skill for team reuse.</span></li><li><span data-lang="zh-CN">把一次性经验沉淀为可复用、可评估、可迁移的 Skill 包体。</span><span data-lang="en">把一次性经验沉淀为可复用、可评估、可迁移的 Skill 包体。</span></li><li><span data-lang="zh-CN">交付结果：SKILL.md, agents/interface.yaml, reports/skill-ir.json, reports/compiled_targets.md, reports/output_quality_scorecard.md, reports/output_execution_runs.md, reports/output_blind_review_pack.md, reports/output_review_kit.md, reports/output_review_adjudication.md, reports/benchmark_reproducibility.md, reports/output_blind_answer_key.json, reports/conformance_matrix.md, reports/security_trust_report.md, reports/runtime_permission_probes.md, reports/skill_atlas.html, reports/registry_audit.md, reports/package_verification.md, reports/install_simulation.md, reports/upgrade_check.md, reports/adoption_drift_report.md, reports/review_waivers.md, reports/world_class_evidence_plan.md, reports/world_class_evidence_ledger.md, reports/review_annotations.md, reports/review-studio.html, reports/skill-overview.html</span><span data-lang="en">交付结果：SKILL.md, agents/interface.yaml, reports/skill-ir.json, reports/compiled_targets.md, reports/output_quality_scorecard.md, reports/output_execution_runs.md, reports/output_blind_review_pack.md, reports/output_review_kit.md, reports/output_review_adjudication.md, reports/benchmark_reproducibility.md, reports/output_blind_answer_key.json, reports/conformance_matrix.md, reports/security_trust_report.md, reports/runtime_permission_probes.md, reports/skill_atlas.html, reports/registry_audit.md, reports/package_verification.md, reports/install_simulation.md, reports/upgrade_check.md, reports/adoption_drift_report.md, reports/review_waivers.md, reports/world_class_evidence_plan.md, reports/world_class_evidence_ledger.md, reports/review_annotations.md, reports/review-studio.html, reports/skill-overview.html</span></li></ul>
           </article>
           <figure class="chart-figure" data-chart="flow"><svg viewBox="0 0 620 170" role="img" aria-label="交付流程"><text x="20" y="28" class="chart-title">交付流程</text><path d="M188 93 H248 M398 93 H458" class="chart-line"/><g><rect x="38" y="56" width="150" height="74" rx="8" fill="#F6F8FB" stroke="#e8e6dc"/><text x="113" y="99" text-anchor="middle">输入材料</text></g><g><rect x="248" y="56" width="150" height="74" rx="8" fill="#F6F8FB" stroke="#e8e6dc"/><text x="323" y="99" text-anchor="middle">Skill 包体</text></g><g><rect x="458" y="56" width="150" height="74" rx="8" fill="#F6F8FB" stroke="#e8e6dc"/><text x="533" y="99" text-anchor="middle">可复用能力</text></g></svg><figcaption>交付流程把用户输入、生成的包体和可复用能力放在一条线上。</figcaption></figure>
         </div>
@@ -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="-2.3" pathLength="100" transform="rotate(-90 130 130)"/><circle cx="130" cy="130" r="70" fill="none" stroke="#e8e6dc" stroke-width="24" stroke-dasharray="25.0 75.0" stroke-dashoffset="-3.1" pathLength="100" transform="rotate(-90 130 130)"/><circle cx="130" cy="130" r="70" fill="none" stroke="#504e49" stroke-width="24" stroke-dasharray="71.9 28.1" stroke-dashoffset="-28.1" pathLength="100" transform="rotate(-90 130 130)"/><text x="130" y="136" text-anchor="middle">353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="-2.3" pathLength="100" transform="rotate(-90 130 130)"/><circle cx="130" cy="130" r="70" fill="none" stroke="#e8e6dc" stroke-width="24" stroke-dasharray="24.8 75.2" stroke-dashoffset="-3.1" pathLength="100" transform="rotate(-90 130 130)"/><circle cx="130" cy="130" r="70" fill="none" stroke="#504e49" stroke-width="24" stroke-dasharray="72.1 27.9" stroke-dashoffset="-27.9" pathLength="100" transform="rotate(-90 130 130)"/><text x="130" y="136" text-anchor="middle">356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 73812f7f..3e4d4363 100644
--- a/reports/skill-overview.json
+++ b/reports/skill-overview.json
@@ -16,9 +16,10 @@
       "reports/output_quality_scorecard.md",
       "reports/output_execution_runs.md",
       "reports/output_blind_review_pack.md",
-      "reports/output_blind_answer_key.json",
+      "reports/output_review_kit.md",
       "reports/output_review_adjudication.md",
       "reports/benchmark_reproducibility.md",
+      "reports/output_blind_answer_key.json",
       "reports/conformance_matrix.md",
       "reports/security_trust_report.md",
       "reports/runtime_permission_probes.md",
@@ -436,7 +437,7 @@
         "path": "scripts",
         "label": "Deterministic helpers or local tooling",
         "kind": "folder",
-        "file_count": 92
+        "file_count": 93
       },
       {
         "path": "evals",
@@ -448,10 +449,10 @@
         "path": "reports",
         "label": "Generated evidence and overview artifacts",
         "kind": "folder",
-        "file_count": 197
+        "file_count": 199
       }
     ],
-    "file_count": 353,
+    "file_count": 356,
     "folder_count": 4,
     "distribution": [
       {
@@ -476,7 +477,7 @@
       },
       {
         "label": "scripts",
-        "value": 92
+        "value": 93
       },
       {
         "label": "evals",
@@ -484,7 +485,7 @@
       },
       {
         "label": "reports",
-        "value": 197
+        "value": 199
       }
     ]
   },
@@ -605,7 +606,7 @@
       "path": "scripts",
       "label": "Deterministic helpers or local tooling",
       "kind": "folder",
-      "file_count": 92
+      "file_count": 93
     },
     {
       "path": "evals",
@@ -617,7 +618,7 @@
       "path": "reports",
       "label": "Generated evidence and overview artifacts",
       "kind": "folder",
-      "file_count": 197
+      "file_count": 199
     }
   ],
   "strengths": [
@@ -865,6 +866,30 @@
     "pair_count": 5,
     "answer_key_separate": true
   },
+  "output_review_kit": {
+    "ok": true,
+    "summary": {
+      "case_count": 5,
+      "ready_for_adjudication_count": 0,
+      "pending_decision_count": 5,
+      "invalid_decision_count": 0,
+      "reviewer_metadata_present": false,
+      "answer_key_hidden": true,
+      "answer_key_path_exposed": false,
+      "ready_to_run_adjudication": false,
+      "failure_count": 0
+    },
+    "artifacts": {
+      "reviewer_kit_json": "reports/output_review_kit.json",
+      "reviewer_kit_markdown": "reports/output_review_kit.md",
+      "blind_pack_json": "reports/output_blind_review_pack.json",
+      "blind_pack_markdown": "reports/output_blind_review_pack.md",
+      "decisions": "reports/output_review_decisions.json",
+      "adjudication_json": "reports/output_review_adjudication.json",
+      "adjudication_markdown": "reports/output_review_adjudication.md"
+    },
+    "failures": []
+  },
   "output_review_adjudication": {
     "ok": true,
     "summary": {
@@ -909,9 +934,9 @@
       "world_class_task_count": 4,
       "world_class_ledger_pending_count": 4,
       "working_tree_dirty": true,
-      "changed_file_count": 56
+      "changed_file_count": 59
     },
-    "commit": "30539bed7a29dd88c2f289dd0c115da9834dd5d9",
+    "commit": "ecdb16dd90025bcca3051be4c6a1b5b723c7ec75",
     "missing_artifacts": [],
     "limitations": [
       "Local command-runner evidence is reproducible but does not replace provider-backed model holdout evidence.",
@@ -986,8 +1011,8 @@
     "failures": []
   },
   "trust_security": {
-    "scanned_files": 176,
-    "script_count": 92,
+    "scanned_files": 177,
+    "script_count": 93,
     "internal_module_count": 17,
     "secret_findings": 0,
     "dependency_files": [
@@ -996,18 +1021,18 @@
     "network_script_count": 3,
     "network_policy_covered_count": 3,
     "network_policy_missing_count": 0,
-    "file_write_script_count": 62,
+    "file_write_script_count": 63,
     "permission_required_count": 3,
     "permission_approved_count": 3,
     "permission_missing_count": 0,
     "permission_invalid_count": 0,
     "permission_expired_count": 0,
-    "help_smoke_checked_count": 75,
+    "help_smoke_checked_count": 76,
     "help_smoke_failed_count": 0,
     "interactive_script_count": 0,
     "package_hash_scope": "source-contract-without-generated-reports",
-    "package_hash_file_count": 176,
-    "package_sha256": "6298aa08d70a1e36956df32bcbb7a0bc778e8125f5449630cebf966b1c06a5f7"
+    "package_hash_file_count": 177,
+    "package_sha256": "7645bfc56829c3d6888e792b170b2e734d041c930c31f7f285c0d59e49d7de1b"
   },
   "skill_atlas": {
     "skill_count": 12,
@@ -1045,7 +1070,7 @@
       "trust_level": "local",
       "license": "MIT",
       "checksums": {
-        "package_sha256": "6298aa08d70a1e36956df32bcbb7a0bc778e8125f5449630cebf966b1c06a5f7",
+        "package_sha256": "7645bfc56829c3d6888e792b170b2e734d041c930c31f7f285c0d59e49d7de1b",
         "archive_sha256": "cb1ac8c62bc5dee942a88f18eb5d71c93ae58f854ac19f3d912f9c9c3a4ec24e"
       },
       "compatibility": {
@@ -1082,7 +1107,7 @@
         "install_simulated": true,
         "install_simulation": "reports/install_simulation.json"
       },
-      "generated_at": "2026-06-14"
+      "generated_at": "2026-06-13"
     },
     "failures": [],
     "warnings": []
@@ -1105,7 +1130,7 @@
     "ok": true,
     "summary": {
       "archive_present": true,
-      "archive_entry_count": 563,
+      "archive_entry_count": 567,
       "archive_extracted": true,
       "entrypoint_loaded": true,
       "manifest_loaded": true,
@@ -1177,7 +1202,7 @@
         {
           "field": "package_sha256",
           "from": "0000000000000000000000000000000000000000000000000000000000000000",
-          "to": "6298aa08d70a1e36956df32bcbb7a0bc778e8125f5449630cebf966b1c06a5f7"
+          "to": "7645bfc56829c3d6888e792b170b2e734d041c930c31f7f285c0d59e49d7de1b"
         }
       ]
     },
@@ -1349,8 +1374,9 @@
         "current": "0/5 decisions; pending 5",
         "objective": "Record real blind A/B reviewer decisions before claiming human output review completion.",
         "runbook": [
+          "python3 scripts/yao.py output-review-kit --write-template",
+          "Open reports/output_review_kit.md and choose A or B for each pair without opening the answer key.",
           "python3 scripts/adjudicate_output_review.py --write-template",
-          "Open reports/output_blind_review_pack.md and choose A or B for each pair without opening the answer key.",
           "Edit reports/output_review_decisions.json with winner_variant values and reviewer metadata.",
           "python3 scripts/yao.py output-review",
           "python3 scripts/yao.py skill-os2-audit . --generated-at <YYYY-MM-DD>",
@@ -1365,6 +1391,7 @@
         ],
         "evidence_artifacts": [
           "reports/output_blind_review_pack.md",
+          "reports/output_review_kit.md",
           "reports/output_review_decisions.json",
           "reports/output_review_adjudication.json",
           "reports/output_review_adjudication.md",
@@ -1556,6 +1583,7 @@
         ],
         "evidence_artifacts": [
           "reports/output_blind_review_pack.md",
+          "reports/output_review_kit.md",
           "reports/output_review_decisions.json",
           "reports/output_review_adjudication.json",
           "reports/output_review_adjudication.md",
diff --git a/reports/skill_atlas.json b/reports/skill_atlas.json
index 3bcbf5c8..eaef5d12 100644
--- a/reports/skill_atlas.json
+++ b/reports/skill_atlas.json
@@ -85,6 +85,7 @@
           "scripts/lint_skill.py",
           "scripts/local_output_eval_runner.py",
           "scripts/optimize_description.py",
+          "scripts/prepare_output_review_kit.py",
           "scripts/prepare_world_class_submission_kit.py",
           "scripts/probe_runtime_permissions.py",
           "scripts/promotion_checker.py",
diff --git a/reports/skill_os2_audit.json b/reports/skill_os2_audit.json
index fa980275..7adf5276 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 92; help failures 0",
+      "current": "secrets 0; scripts 93; help failures 0",
       "target": "Secrets, scripts, dependencies, permissions, and package hash are reviewable",
       "evidence": [
         {
diff --git a/reports/skill_os2_audit.md b/reports/skill_os2_audit.md
index 6fe6d1a6..e201d2c8 100644
--- a/reports/skill_os2_audit.md
+++ b/reports/skill_os2_audit.md
@@ -23,7 +23,7 @@ Generated at: `2026-06-13`
 | 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 92; 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 93; 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. |
diff --git a/reports/skill_os2_coverage.json b/reports/skill_os2_coverage.json
index 79a915dc..a5c801b7 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": "92 scripts; secrets 0; help failures 0",
+      "current": "93 scripts; secrets 0; help failures 0",
       "command": "python3 scripts/yao.py trust .",
       "test": "python3 tests/verify_trust_check.py",
       "evidence": [
diff --git a/reports/skill_os2_coverage.md b/reports/skill_os2_coverage.md
index ae1c6a42..7b0b8797 100644
--- a/reports/skill_os2_coverage.md
+++ b/reports/skill_os2_coverage.md
@@ -21,7 +21,7 @@ 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` | 92 scripts; secrets 0; help failures 0 | `python3 scripts/yao.py trust .` | `python3 tests/verify_trust_check.py` |
+| Trust Security | `pass` | 93 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 563; 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` |
diff --git a/reports/upgrade_check.json b/reports/upgrade_check.json
index 1be1718b..4ffd60de 100644
--- a/reports/upgrade_check.json
+++ b/reports/upgrade_check.json
@@ -75,7 +75,7 @@
       {
         "field": "package_sha256",
         "from": "0000000000000000000000000000000000000000000000000000000000000000",
-        "to": "68a0228b56de8c9e9e94d64d7c1e386bf3dff55c0f6228b65f91e75d02525926"
+        "to": "33ca97e8df3e3c75228595ab8bd06d65c697ef708723a0a53637bd8f22bbcfda"
       }
     ]
   },
diff --git a/reports/world_class_claim_guard.json b/reports/world_class_claim_guard.json
index 3aa27bd7..114c8f78 100644
--- a/reports/world_class_claim_guard.json
+++ b/reports/world_class_claim_guard.json
@@ -6,7 +6,7 @@
   "summary": {
     "ledger_ready_to_claim_world_class": false,
     "ledger_pending_count": 4,
-    "claim_surface_count": 69,
+    "claim_surface_count": 70,
     "violation_count": 0,
     "overclaim_guard_active": true,
     "decision": "claim-guard-pass-evidence-pending"
@@ -195,6 +195,10 @@
       "path": "reports/output_review_adjudication.md",
       "violation_count": 0
     },
+    {
+      "path": "reports/output_review_kit.md",
+      "violation_count": 0
+    },
     {
       "path": "reports/package_verification.md",
       "violation_count": 0
diff --git a/reports/world_class_claim_guard.md b/reports/world_class_claim_guard.md
index 1c4e1906..61e05981 100644
--- a/reports/world_class_claim_guard.md
+++ b/reports/world_class_claim_guard.md
@@ -7,7 +7,7 @@ Generated at: `2026-06-13`
 - decision: `claim-guard-pass-evidence-pending`
 - ledger ready to claim world-class: `false`
 - ledger pending evidence: `4`
-- claim surfaces scanned: `69`
+- claim surfaces scanned: `70`
 - violations: `0`
 - overclaim guard active: `true`
 
diff --git a/reports/world_class_evidence_intake.json b/reports/world_class_evidence_intake.json
index 84e91347..4ef06208 100644
--- a/reports/world_class_evidence_intake.json
+++ b/reports/world_class_evidence_intake.json
@@ -134,6 +134,7 @@
         ],
         "evidence_artifacts": [
           "reports/output_blind_review_pack.md",
+          "reports/output_review_kit.md",
           "reports/output_review_decisions.json",
           "reports/output_review_adjudication.json",
           "reports/output_review_adjudication.md",
diff --git a/reports/world_class_evidence_intake.md b/reports/world_class_evidence_intake.md
index add660a2..62572db3 100644
--- a/reports/world_class_evidence_intake.md
+++ b/reports/world_class_evidence_intake.md
@@ -107,6 +107,7 @@ This report validates the intake contract for human and external evidence. A val
   - reports/skill_os2_audit.json item human-adjudication status becomes pass
 - evidence_artifacts:
   - reports/output_blind_review_pack.md
+  - reports/output_review_kit.md
   - reports/output_review_decisions.json
   - reports/output_review_adjudication.json
   - reports/output_review_adjudication.md
diff --git a/reports/world_class_evidence_ledger.json b/reports/world_class_evidence_ledger.json
index cec9e6a3..fa15316f 100644
--- a/reports/world_class_evidence_ledger.json
+++ b/reports/world_class_evidence_ledger.json
@@ -95,6 +95,7 @@
       ],
       "evidence_artifacts": [
         "reports/output_blind_review_pack.md",
+        "reports/output_review_kit.md",
         "reports/output_review_decisions.json",
         "reports/output_review_adjudication.json",
         "reports/output_review_adjudication.md",
diff --git a/reports/world_class_evidence_plan.json b/reports/world_class_evidence_plan.json
index 85dfd242..6a275e23 100644
--- a/reports/world_class_evidence_plan.json
+++ b/reports/world_class_evidence_plan.json
@@ -58,8 +58,9 @@
       "current": "0/5 decisions; pending 5",
       "objective": "Record real blind A/B reviewer decisions before claiming human output review completion.",
       "runbook": [
+        "python3 scripts/yao.py output-review-kit --write-template",
+        "Open reports/output_review_kit.md and choose A or B for each pair without opening the answer key.",
         "python3 scripts/adjudicate_output_review.py --write-template",
-        "Open reports/output_blind_review_pack.md and choose A or B for each pair without opening the answer key.",
         "Edit reports/output_review_decisions.json with winner_variant values and reviewer metadata.",
         "python3 scripts/yao.py output-review",
         "python3 scripts/yao.py skill-os2-audit . --generated-at <YYYY-MM-DD>",
@@ -74,6 +75,7 @@
       ],
       "evidence_artifacts": [
         "reports/output_blind_review_pack.md",
+        "reports/output_review_kit.md",
         "reports/output_review_decisions.json",
         "reports/output_review_adjudication.json",
         "reports/output_review_adjudication.md",
diff --git a/reports/world_class_evidence_plan.md b/reports/world_class_evidence_plan.md
index 8be81391..6dde9c64 100644
--- a/reports/world_class_evidence_plan.md
+++ b/reports/world_class_evidence_plan.md
@@ -63,8 +63,9 @@ This report is an execution plan for the remaining world-class evidence gaps. It
 
 ### Runbook
 
+- `python3 scripts/yao.py output-review-kit --write-template`
+- Open reports/output_review_kit.md and choose A or B for each pair without opening the answer key.
 - `python3 scripts/adjudicate_output_review.py --write-template`
-- Open reports/output_blind_review_pack.md and choose A or B for each pair without opening the answer key.
 - Edit reports/output_review_decisions.json with winner_variant values and reviewer metadata.
 - `python3 scripts/yao.py output-review`
 - `python3 scripts/yao.py skill-os2-audit . --generated-at <YYYY-MM-DD>`
@@ -81,6 +82,7 @@ This report is an execution plan for the remaining world-class evidence gaps. It
 ### Evidence Artifacts
 
 - `reports/output_blind_review_pack.md`
+- `reports/output_review_kit.md`
 - `reports/output_review_decisions.json`
 - `reports/output_review_adjudication.json`
 - `reports/output_review_adjudication.md`
diff --git a/scripts/adjudicate_output_review.py b/scripts/adjudicate_output_review.py
index b4e8ec8c..6974f0c8 100644
--- a/scripts/adjudicate_output_review.py
+++ b/scripts/adjudicate_output_review.py
@@ -245,6 +245,7 @@ def build_reviewer_checklist(
                 "blind_pack_path": display_path(blind_pack_path),
                 "decisions_path": display_path(decisions_path),
                 "commands": {
+                    "prepare_review_kit": "python3 scripts/yao.py output-review-kit",
                     "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 .",
diff --git a/scripts/ci_test.py b/scripts/ci_test.py
index 6167e87a..8bfacaf6 100644
--- a/scripts/ci_test.py
+++ b/scripts/ci_test.py
@@ -40,6 +40,7 @@ DEFAULT_TARGETS = [
     "compiler-check",
     "output-eval-check",
     "output-execution-check",
+    "output-review-kit-check",
     "output-review-adjudication-check",
     "runtime-conformance-check",
     "runtime-permission-check",
diff --git a/scripts/prepare_output_review_kit.py b/scripts/prepare_output_review_kit.py
new file mode 100644
index 00000000..283568c3
--- /dev/null
+++ b/scripts/prepare_output_review_kit.py
@@ -0,0 +1,316 @@
+#!/usr/bin/env python3
+"""Prepare a reviewer-facing blind A/B output review kit."""
+
+import argparse
+import json
+from pathlib import Path
+from typing import Any
+
+from adjudicate_output_review import (
+    build_decision_template,
+    confidence_value,
+    decision_index,
+    display_path,
+    load_json,
+    normalize_variant,
+)
+
+
+ROOT = Path(__file__).resolve().parent.parent
+DEFAULT_BLIND_PACK_JSON = ROOT / "reports" / "output_blind_review_pack.json"
+DEFAULT_BLIND_PACK_MD = ROOT / "reports" / "output_blind_review_pack.md"
+DEFAULT_DECISIONS = ROOT / "reports" / "output_review_decisions.json"
+DEFAULT_OUTPUT_JSON = ROOT / "reports" / "output_review_kit.json"
+DEFAULT_OUTPUT_MD = ROOT / "reports" / "output_review_kit.md"
+
+
+def load_optional_decisions(path: Path) -> tuple[dict[str, Any], list[str]]:
+    if not path.exists():
+        return {"schema_version": "1.0", "decisions": []}, []
+    return load_json(path)
+
+
+def pairs_from_pack(blind_pack: dict[str, Any]) -> list[dict[str, Any]]:
+    pairs = blind_pack.get("pairs", [])
+    if not isinstance(pairs, list):
+        return []
+    return [item for item in pairs if isinstance(item, dict) and item.get("case_id")]
+
+
+def decision_state(decision: dict[str, Any] | None) -> dict[str, Any]:
+    if not decision:
+        return {
+            "status": "awaiting-decision",
+            "winner_variant_recorded": False,
+            "confidence_recorded": False,
+            "reason_recorded": False,
+            "blocking_reason": "No reviewer choice has been recorded yet.",
+        }
+    winner = normalize_variant(decision.get("winner_variant", decision.get("reviewer_winner_variant", decision.get("winner", ""))))
+    confidence, confidence_failure = confidence_value(decision.get("confidence"))
+    reason = str(decision.get("reason", "")).strip()
+    if not winner and confidence is None and not reason:
+        return {
+            "status": "awaiting-decision",
+            "winner_variant_recorded": False,
+            "confidence_recorded": False,
+            "reason_recorded": False,
+            "blocking_reason": "Decision template exists but this row is still blank.",
+        }
+    failures = []
+    if winner not in {"A", "B"}:
+        failures.append("winner_variant must be A or B")
+    if confidence_failure:
+        failures.append(confidence_failure)
+    if not reason:
+        failures.append("reason should explain the reviewer rationale")
+    if failures:
+        return {
+            "status": "needs-fix",
+            "winner_variant_recorded": winner in {"A", "B"},
+            "confidence_recorded": confidence is not None,
+            "reason_recorded": bool(reason),
+            "blocking_reason": "; ".join(failures),
+        }
+    return {
+        "status": "ready-for-adjudication",
+        "winner_variant_recorded": True,
+        "confidence_recorded": confidence is not None,
+        "reason_recorded": True,
+        "blocking_reason": "Reviewer choice is complete enough for adjudication.",
+    }
+
+
+def build_cases(blind_pack: dict[str, Any], decisions: dict[str, dict[str, Any]]) -> list[dict[str, Any]]:
+    cases = []
+    for pair in pairs_from_pack(blind_pack):
+        case_id = str(pair.get("case_id", ""))
+        rubric = []
+        for item in pair.get("rubric", []) if isinstance(pair.get("rubric", []), list) else []:
+            if isinstance(item, dict):
+                rubric.append(
+                    {
+                        "id": str(item.get("id", "")),
+                        "description": str(item.get("description", "")),
+                        "weight": float(item.get("weight", 1) or 0),
+                    }
+                )
+        cases.append(
+            {
+                "case_id": case_id,
+                "prompt": str(pair.get("prompt", "")),
+                "input_files": pair.get("input_files", []) if isinstance(pair.get("input_files", []), list) else [],
+                "review_instruction": str(pair.get("review_instruction", "")),
+                "rubric": rubric,
+                "variant_a": {
+                    "blind_id": str(pair.get("variant_a", {}).get("blind_id", "")) if isinstance(pair.get("variant_a"), dict) else "",
+                    "output": str(pair.get("variant_a", {}).get("output", "")) if isinstance(pair.get("variant_a"), dict) else "",
+                },
+                "variant_b": {
+                    "blind_id": str(pair.get("variant_b", {}).get("blind_id", "")) if isinstance(pair.get("variant_b"), dict) else "",
+                    "output": str(pair.get("variant_b", {}).get("output", "")) if isinstance(pair.get("variant_b"), dict) else "",
+                },
+                "decision_state": decision_state(decisions.get(case_id)),
+            }
+        )
+    return cases
+
+
+def build_summary(cases: list[dict[str, Any]], failures: list[str], reviewer: str, reviewed_at: str) -> dict[str, Any]:
+    status_counts: dict[str, int] = {}
+    for case in cases:
+        status = str(case.get("decision_state", {}).get("status", "awaiting-decision"))
+        status_counts[status] = status_counts.get(status, 0) + 1
+    ready_count = status_counts.get("ready-for-adjudication", 0)
+    pending_count = status_counts.get("awaiting-decision", 0)
+    invalid_count = status_counts.get("needs-fix", 0)
+    return {
+        "case_count": len(cases),
+        "ready_for_adjudication_count": ready_count,
+        "pending_decision_count": pending_count,
+        "invalid_decision_count": invalid_count,
+        "reviewer_metadata_present": bool(str(reviewer).strip() and str(reviewed_at).strip()),
+        "answer_key_hidden": True,
+        "answer_key_path_exposed": False,
+        "ready_to_run_adjudication": bool(cases) and ready_count == len(cases) and invalid_count == 0,
+        "failure_count": len(failures),
+    }
+
+
+def build_contract(blind_pack_md: Path, decisions_path: Path) -> dict[str, Any]:
+    return {
+        "reviewer_steps": [
+            f"Open {display_path(blind_pack_md)} or this kit and compare Variant A vs Variant B for each case.",
+            f"Record choices in {display_path(decisions_path)} without opening the answer key.",
+            "Use winner_variant A or B, confidence from 0 to 1, and a short reason for every case.",
+            "Run python3 scripts/yao.py output-review after choices are recorded.",
+            "Refresh python3 scripts/yao.py review-studio . before asking for release approval.",
+        ],
+        "required_fields": {
+            "reviewer": "Human reviewer name or review group.",
+            "reviewed_at": "Review date or timestamp.",
+            "winner_variant": "A or B for every case.",
+            "confidence": "Optional numeric confidence from 0 to 1.",
+            "reason": "Short rationale based on the rubric, not on hidden labels.",
+        },
+        "privacy_contract": [
+            "The answer key is intentionally withheld from this kit.",
+            "Do not inspect hidden labels or expected winners before decisions are recorded.",
+            "Do not paste private user data into decision reasons.",
+            "Pending decisions must stay pending instead of being counted as human agreement.",
+        ],
+    }
+
+
+def render_rubric(rubric: list[dict[str, Any]]) -> list[str]:
+    if not rubric:
+        return ["- No rubric items found."]
+    return [f"- `{item['id']}` ({item['weight']}): {item['description']}" for item in rubric]
+
+
+def render_markdown(payload: dict[str, Any]) -> str:
+    summary = payload["summary"]
+    contract = payload["review_contract"]
+    lines = [
+        "# Output Review Kit",
+        "",
+        "This reviewer-facing packet contains the blind A/B cases, decision fields, and command flow. It intentionally does not expose the answer key.",
+        "",
+        "## Summary",
+        "",
+        f"- cases: `{summary['case_count']}`",
+        f"- ready for adjudication: `{summary['ready_for_adjudication_count']}`",
+        f"- pending decisions: `{summary['pending_decision_count']}`",
+        f"- invalid decisions: `{summary['invalid_decision_count']}`",
+        f"- reviewer metadata present: `{str(summary['reviewer_metadata_present']).lower()}`",
+        f"- answer key hidden: `{str(summary['answer_key_hidden']).lower()}`",
+        f"- answer key path exposed: `{str(summary['answer_key_path_exposed']).lower()}`",
+        "",
+        "## Review Flow",
+        "",
+    ]
+    lines.extend(f"{index}. {step}" for index, step in enumerate(contract["reviewer_steps"], start=1))
+    lines.extend(["", "## Required Fields", ""])
+    lines.extend(f"- `{key}`: {value}" for key, value in contract["required_fields"].items())
+    lines.extend(["", "## Privacy Contract", ""])
+    lines.extend(f"- {item}" for item in contract["privacy_contract"])
+    lines.extend(
+        [
+            "",
+            "## Decision States",
+            "",
+            "| Case | State | Winner | Confidence | Reason | Blocking Reason |",
+            "| --- | --- | --- | --- | --- | --- |",
+        ]
+    )
+    for case in payload["cases"]:
+        state = case["decision_state"]
+        lines.append(
+            f"| `{case['case_id']}` | `{state['status']}` | `{str(state['winner_variant_recorded']).lower()}` | "
+            f"`{str(state['confidence_recorded']).lower()}` | `{str(state['reason_recorded']).lower()}` | {state['blocking_reason']} |"
+        )
+    lines.extend(["", "## Blind Cases", ""])
+    for case in payload["cases"]:
+        lines.extend(
+            [
+                f"### {case['case_id']}",
+                "",
+                f"Prompt: {case['prompt']}",
+                "",
+                "Rubric:",
+                *render_rubric(case["rubric"]),
+                "",
+                "#### Variant A",
+                "",
+                case["variant_a"]["output"] or "_No output found._",
+                "",
+                "#### Variant B",
+                "",
+                case["variant_b"]["output"] or "_No output found._",
+                "",
+            ]
+        )
+    if payload.get("failures"):
+        lines.extend(["## Failures", ""])
+        lines.extend(f"- {failure}" for failure in payload["failures"])
+    return "\n".join(lines).strip() + "\n"
+
+
+def prepare_output_review_kit(
+    blind_pack_json: Path,
+    blind_pack_md: Path,
+    decisions_path: Path,
+    output_json: Path,
+    output_md: Path,
+    write_template: bool = False,
+) -> dict[str, Any]:
+    blind_pack, failures = load_json(blind_pack_json)
+    decisions_payload, decision_failures = load_optional_decisions(decisions_path)
+    failures.extend(decision_failures)
+    template_written = False
+    if write_template and blind_pack and not decisions_path.exists():
+        decisions_path.parent.mkdir(parents=True, exist_ok=True)
+        decisions_path.write_text(
+            json.dumps(build_decision_template(blind_pack), ensure_ascii=False, indent=2) + "\n",
+            encoding="utf-8",
+        )
+        template_written = True
+        decisions_payload, decision_failures = load_optional_decisions(decisions_path)
+        failures.extend(decision_failures)
+    decisions, index_failures = decision_index(decisions_payload)
+    failures.extend(index_failures)
+    case_ids = {str(pair.get("case_id", "")) for pair in pairs_from_pack(blind_pack)}
+    for case_id in decisions:
+        if case_id not in case_ids:
+            failures.append(f"decision references unknown case_id: {case_id}")
+    cases = build_cases(blind_pack, decisions)
+    summary = build_summary(cases, failures, str(decisions_payload.get("reviewer", "")), str(decisions_payload.get("reviewed_at", "")))
+    payload = {
+        "schema_version": "1.0",
+        "ok": not failures,
+        "summary": summary,
+        "artifacts": {
+            "reviewer_kit_json": display_path(output_json),
+            "reviewer_kit_markdown": display_path(output_md),
+            "blind_pack_json": display_path(blind_pack_json),
+            "blind_pack_markdown": display_path(blind_pack_md),
+            "decisions": display_path(decisions_path),
+            "adjudication_json": "reports/output_review_adjudication.json",
+            "adjudication_markdown": "reports/output_review_adjudication.md",
+        },
+        "template_written": template_written,
+        "review_contract": build_contract(blind_pack_md, decisions_path),
+        "cases": cases,
+        "failures": failures,
+    }
+    output_json.parent.mkdir(parents=True, exist_ok=True)
+    output_md.parent.mkdir(parents=True, exist_ok=True)
+    output_json.write_text(json.dumps(payload, ensure_ascii=False, indent=2) + "\n", encoding="utf-8")
+    output_md.write_text(render_markdown(payload), encoding="utf-8")
+    return payload
+
+
+def main() -> None:
+    parser = argparse.ArgumentParser(description="Prepare a reviewer-facing blind A/B output review kit.")
+    parser.add_argument("--blind-pack-json", default=str(DEFAULT_BLIND_PACK_JSON))
+    parser.add_argument("--blind-pack-md", default=str(DEFAULT_BLIND_PACK_MD))
+    parser.add_argument("--decisions", default=str(DEFAULT_DECISIONS))
+    parser.add_argument("--output-json", default=str(DEFAULT_OUTPUT_JSON))
+    parser.add_argument("--output-md", default=str(DEFAULT_OUTPUT_MD))
+    parser.add_argument("--write-template", action="store_true")
+    args = parser.parse_args()
+
+    payload = prepare_output_review_kit(
+        Path(args.blind_pack_json).resolve(),
+        Path(args.blind_pack_md).resolve(),
+        Path(args.decisions).resolve(),
+        Path(args.output_json).resolve(),
+        Path(args.output_md).resolve(),
+        write_template=args.write_template,
+    )
+    print(json.dumps(payload, ensure_ascii=False, indent=2))
+    raise SystemExit(0 if payload["ok"] else 2)
+
+
+if __name__ == "__main__":
+    main()
diff --git a/scripts/render_world_class_evidence_plan.py b/scripts/render_world_class_evidence_plan.py
index 793d3118..a4b75187 100644
--- a/scripts/render_world_class_evidence_plan.py
+++ b/scripts/render_world_class_evidence_plan.py
@@ -41,8 +41,9 @@ TASK_TEMPLATES: dict[str, dict[str, Any]] = {
         "owner": "human reviewer",
         "objective": "Record real blind A/B reviewer decisions before claiming human output review completion.",
         "runbook": [
+            "python3 scripts/yao.py output-review-kit --write-template",
+            "Open reports/output_review_kit.md and choose A or B for each pair without opening the answer key.",
             "python3 scripts/adjudicate_output_review.py --write-template",
-            "Open reports/output_blind_review_pack.md and choose A or B for each pair without opening the answer key.",
             "Edit reports/output_review_decisions.json with winner_variant values and reviewer metadata.",
             "python3 scripts/yao.py output-review",
             "python3 scripts/yao.py skill-os2-audit . --generated-at <YYYY-MM-DD>",
@@ -55,6 +56,7 @@ TASK_TEMPLATES: dict[str, dict[str, Any]] = {
         ],
         "evidence_artifacts": [
             "reports/output_blind_review_pack.md",
+            "reports/output_review_kit.md",
             "reports/output_review_decisions.json",
             "reports/output_review_adjudication.json",
             "reports/output_review_adjudication.md",
diff --git a/scripts/review_studio_data.py b/scripts/review_studio_data.py
index d12e784f..b7f9ef36 100644
--- a/scripts/review_studio_data.py
+++ b/scripts/review_studio_data.py
@@ -63,6 +63,7 @@ def evidence_paths(skill_dir: Path) -> dict[str, str]:
         "output_eval": "reports/output_quality_scorecard.md",
         "output_execution": "reports/output_execution_runs.md",
         "output_blind_review": "reports/output_blind_review_pack.md",
+        "output_review_kit": "reports/output_review_kit.md",
         "output_review_decisions": "reports/output_review_decisions.json",
         "output_review_adjudication": "reports/output_review_adjudication.md",
         "benchmark_reproducibility": "reports/benchmark_reproducibility.md",
@@ -103,6 +104,7 @@ def load_review_data(skill_dir: Path) -> dict[str, dict[str, Any]]:
         "output_quality": load_json(reports / "output_quality_scorecard.json"),
         "output_execution": load_json(reports / "output_execution_runs.json"),
         "output_blind_review": load_json(reports / "output_blind_review_pack.json"),
+        "output_review_kit": load_json(reports / "output_review_kit.json"),
         "output_review_adjudication": load_json(reports / "output_review_adjudication.json"),
         "skill_os2_coverage": load_json(reports / "skill_os2_coverage.json"),
         "compiled_targets": load_json(reports / "compiled_targets.json"),
@@ -136,6 +138,7 @@ def insight_cards(data: dict[str, dict[str, Any]]) -> list[dict[str, str]]:
     output = data["output_quality"].get("summary", {})
     output_execution = data["output_execution"].get("summary", {})
     output_blind = data["output_blind_review"].get("summary", {})
+    output_review_kit = data["output_review_kit"].get("summary", {})
     output_review = data["output_review_adjudication"].get("summary", {})
     blueprint = data["skill_os2_coverage"].get("summary", {})
     compiled = data["compiled_targets"].get("summary", {})
@@ -184,6 +187,11 @@ def insight_cards(data: dict[str, dict[str, Any]]) -> list[dict[str, str]]:
             "value": str(output_blind.get("pair_count", 0)),
             "detail": "review pairs hide baseline vs with-skill labels",
         },
+        {
+            "label": "Review Kit",
+            "value": f"{output_review_kit.get('ready_for_adjudication_count', 0)}/{output_review_kit.get('case_count', 0)}",
+            "detail": f"pending {output_review_kit.get('pending_decision_count', 0)}; answer key hidden",
+        },
         {
             "label": "Review A/B",
             "value": f"{output_review.get('judgment_count', 0)}/{output_review.get('pair_count', 0)}",
diff --git a/scripts/review_studio_output_review.py b/scripts/review_studio_output_review.py
index 1fe4478c..0a10f386 100644
--- a/scripts/review_studio_output_review.py
+++ b/scripts/review_studio_output_review.py
@@ -78,7 +78,7 @@ 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>"
+        "<p class='muted'>先打开 reports/output_review_kit.md；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/scripts/skill_report_model.py b/scripts/skill_report_model.py
index efab2023..d72eb6f2 100644
--- a/scripts/skill_report_model.py
+++ b/scripts/skill_report_model.py
@@ -475,6 +475,7 @@ def build_report_model(skill_dir: Path) -> dict:
     output_quality = load_json(skill_dir / "reports" / "output_quality_scorecard.json")
     output_execution = load_json(skill_dir / "reports" / "output_execution_runs.json")
     output_blind_review = load_json(skill_dir / "reports" / "output_blind_review_pack.json")
+    output_review_kit = load_json(skill_dir / "reports" / "output_review_kit.json")
     output_review_adjudication = load_json(skill_dir / "reports" / "output_review_adjudication.json")
     benchmark_reproducibility = load_json(skill_dir / "reports" / "benchmark_reproducibility.json")
     conformance = load_json(skill_dir / "reports" / "conformance_matrix.json")
@@ -550,8 +551,11 @@ def build_report_model(skill_dir: Path) -> dict:
     if (skill_dir / "reports" / "output_blind_answer_key.json").exists():
         insert_after = deliverables.index("reports/output_blind_review_pack.md") + 1 if "reports/output_blind_review_pack.md" in deliverables else deliverables.index("reports/output_quality_scorecard.md") + 1
         deliverables.insert(insert_after, "reports/output_blind_answer_key.json")
+    if (skill_dir / "reports" / "output_review_kit.md").exists():
+        insert_after = deliverables.index("reports/output_blind_review_pack.md") + 1 if "reports/output_blind_review_pack.md" in deliverables else deliverables.index("reports/output_quality_scorecard.md") + 1
+        deliverables.insert(insert_after, "reports/output_review_kit.md")
     if (skill_dir / "reports" / "output_review_adjudication.md").exists():
-        insert_after = deliverables.index("reports/output_blind_answer_key.json") + 1 if "reports/output_blind_answer_key.json" in deliverables else deliverables.index("reports/output_quality_scorecard.md") + 1
+        insert_after = deliverables.index("reports/output_review_kit.md") + 1 if "reports/output_review_kit.md" in deliverables else deliverables.index("reports/output_quality_scorecard.md") + 1
         deliverables.insert(insert_after, "reports/output_review_adjudication.md")
     if (skill_dir / "reports" / "benchmark_reproducibility.md").exists():
         insert_after = deliverables.index("reports/output_review_adjudication.md") + 1 if "reports/output_review_adjudication.md" in deliverables else deliverables.index("reports/output_quality_scorecard.md") + 1
@@ -680,6 +684,12 @@ def build_report_model(skill_dir: Path) -> dict:
             "pair_count": output_blind_review.get("summary", {}).get("pair_count", 0),
             "answer_key_separate": output_blind_review.get("summary", {}).get("answer_key_separate", False),
         },
+        "output_review_kit": {
+            "ok": output_review_kit.get("ok", False),
+            "summary": output_review_kit.get("summary", {}),
+            "artifacts": output_review_kit.get("artifacts", {}),
+            "failures": output_review_kit.get("failures", []),
+        },
         "output_review_adjudication": {
             "ok": output_review_adjudication.get("ok", False),
             "summary": output_review_adjudication.get("summary", {}),
diff --git a/scripts/yao.py b/scripts/yao.py
index c8202bd3..b60f2b0b 100644
--- a/scripts/yao.py
+++ b/scripts/yao.py
@@ -167,6 +167,7 @@ def command_report(args: argparse.Namespace) -> int:
             run_script("compile_skill.py", [str(ROOT)]),
             run_script("run_output_eval.py", []),
             run_script("run_output_execution.py", ["--runner-command", local_output_runner_command()]),
+            run_script("prepare_output_review_kit.py", []),
             run_script("adjudicate_output_review.py", []),
             run_script("render_adoption_drift_report.py", [str(ROOT)]),
             run_script("render_telemetry_hook_recipes.py", [str(ROOT)]),
@@ -201,6 +202,7 @@ def command_report(args: argparse.Namespace) -> int:
             "system_model": "reports/system-model.json",
             "compiled_targets": "reports/compiled_targets.json",
             "output_execution": "reports/output_execution_runs.json",
+            "output_review_kit": "reports/output_review_kit.json",
             "output_review_adjudication": "reports/output_review_adjudication.json",
             "adoption_drift": "reports/adoption_drift_report.json",
             "telemetry_hooks": "reports/telemetry_hook_recipes.json",
@@ -501,6 +503,25 @@ def command_output_execution(args: argparse.Namespace) -> int:
     return 0 if result["ok"] else 2
 
 
+def command_output_review_kit(args: argparse.Namespace) -> int:
+    cmd = []
+    if args.blind_pack_json:
+        cmd.extend(["--blind-pack-json", args.blind_pack_json])
+    if args.blind_pack_md:
+        cmd.extend(["--blind-pack-md", args.blind_pack_md])
+    if args.decisions:
+        cmd.extend(["--decisions", args.decisions])
+    if args.output_json:
+        cmd.extend(["--output-json", args.output_json])
+    if args.output_md:
+        cmd.extend(["--output-md", args.output_md])
+    if args.write_template:
+        cmd.append("--write-template")
+    result = run_script("prepare_output_review_kit.py", cmd)
+    print(json.dumps(result["payload"] if result["payload"] is not None else result, ensure_ascii=False, indent=2))
+    return 0 if result["ok"] else 2
+
+
 def command_output_review(args: argparse.Namespace) -> int:
     cmd = []
     if args.blind_pack:
diff --git a/scripts/yao_cli_parser.py b/scripts/yao_cli_parser.py
index 8b3977b7..44965208 100644
--- a/scripts/yao_cli_parser.py
+++ b/scripts/yao_cli_parser.py
@@ -587,6 +587,18 @@ def build_parser(command_handlers: dict[str, Callable[[argparse.Namespace], int]
     output_eval_cmd.add_argument("--blind-answer-key-json")
     output_eval_cmd.set_defaults(func=_handler(command_handlers, "command_output_eval"))
 
+    output_review_kit_cmd = subparsers.add_parser(
+        "output-review-kit",
+        help="Prepare a reviewer-facing blind A/B output review kit without exposing the answer key.",
+    )
+    output_review_kit_cmd.add_argument("--blind-pack-json")
+    output_review_kit_cmd.add_argument("--blind-pack-md")
+    output_review_kit_cmd.add_argument("--decisions")
+    output_review_kit_cmd.add_argument("--output-json")
+    output_review_kit_cmd.add_argument("--output-md")
+    output_review_kit_cmd.add_argument("--write-template", action="store_true")
+    output_review_kit_cmd.set_defaults(func=_handler(command_handlers, "command_output_review_kit"))
+
     output_execution_cmd = subparsers.add_parser(
         "output-exec",
         help="Record output-eval execution evidence, timing, and token usage.",
diff --git a/skill-ir/examples/yao-meta-skill.json b/skill-ir/examples/yao-meta-skill.json
index 67f3066b..96f6034d 100644
--- a/skill-ir/examples/yao-meta-skill.json
+++ b/skill-ir/examples/yao-meta-skill.json
@@ -129,6 +129,7 @@
       "scripts/lint_skill.py",
       "scripts/local_output_eval_runner.py",
       "scripts/optimize_description.py",
+      "scripts/prepare_output_review_kit.py",
       "scripts/prepare_world_class_submission_kit.py",
       "scripts/probe_runtime_permissions.py",
       "scripts/promotion_checker.py",
@@ -186,8 +187,7 @@
       "scripts/skill_report_layout.py",
       "scripts/skill_report_metrics.py",
       "scripts/skill_report_model.py",
-      "scripts/sync_local_install.py",
-      "scripts/telemetry_native_host.py"
+      "scripts/sync_local_install.py"
     ],
     "assets": [
       "templates/basic_skill.md.j2",
diff --git a/skill_atlas/catalog.json b/skill_atlas/catalog.json
index c481c6bc..81a646bf 100644
--- a/skill_atlas/catalog.json
+++ b/skill_atlas/catalog.json
@@ -41,6 +41,7 @@
         "scripts/lint_skill.py",
         "scripts/local_output_eval_runner.py",
         "scripts/optimize_description.py",
+        "scripts/prepare_output_review_kit.py",
         "scripts/prepare_world_class_submission_kit.py",
         "scripts/probe_runtime_permissions.py",
         "scripts/promotion_checker.py",
diff --git a/tests/verify_output_review_kit.py b/tests/verify_output_review_kit.py
new file mode 100644
index 00000000..ae6e265d
--- /dev/null
+++ b/tests/verify_output_review_kit.py
@@ -0,0 +1,203 @@
+#!/usr/bin/env python3
+import json
+import shutil
+import subprocess
+import sys
+from pathlib import Path
+
+
+ROOT = Path(__file__).resolve().parent.parent
+OUTPUT_EVAL = ROOT / "scripts" / "run_output_eval.py"
+REVIEW_KIT = ROOT / "scripts" / "prepare_output_review_kit.py"
+CLI = ROOT / "scripts" / "yao.py"
+
+
+def run(args: list[str], check: bool = True) -> subprocess.CompletedProcess[str]:
+    return subprocess.run(
+        [sys.executable, *args],
+        cwd=ROOT,
+        capture_output=True,
+        text=True,
+        check=check,
+    )
+
+
+def assert_no_answer_key_leak(text: str) -> None:
+    forbidden = [
+        "output_blind_answer_key",
+        "expected_winner",
+        "variant_a_role",
+        "variant_b_role",
+        "score_winner_role",
+    ]
+    for needle in forbidden:
+        assert needle not in text, f"review kit leaked hidden field {needle!r}"
+
+
+def main() -> None:
+    tmp_root = ROOT / "tests" / "tmp_output_review_kit"
+    if tmp_root.exists():
+        shutil.rmtree(tmp_root)
+    tmp_root.mkdir(parents=True, exist_ok=True)
+
+    scorecard_json = tmp_root / "output_quality_scorecard.json"
+    scorecard_md = tmp_root / "output_quality_scorecard.md"
+    blind_pack_json = tmp_root / "output_blind_review_pack.json"
+    blind_pack_md = tmp_root / "output_blind_review_pack.md"
+    answer_key_json = tmp_root / "output_blind_answer_key.json"
+
+    run(
+        [
+            str(OUTPUT_EVAL),
+            "--cases",
+            str(ROOT / "evals" / "output" / "cases.jsonl"),
+            "--output-json",
+            str(scorecard_json),
+            "--output-md",
+            str(scorecard_md),
+            "--blind-pack-json",
+            str(blind_pack_json),
+            "--blind-pack-md",
+            str(blind_pack_md),
+            "--blind-answer-key-json",
+            str(answer_key_json),
+        ]
+    )
+
+    decisions_path = tmp_root / "output_review_decisions.json"
+    kit_json = tmp_root / "output_review_kit.json"
+    kit_md = tmp_root / "output_review_kit.md"
+    pending_proc = run(
+        [
+            str(REVIEW_KIT),
+            "--blind-pack-json",
+            str(blind_pack_json),
+            "--blind-pack-md",
+            str(blind_pack_md),
+            "--decisions",
+            str(decisions_path),
+            "--output-json",
+            str(kit_json),
+            "--output-md",
+            str(kit_md),
+            "--write-template",
+        ]
+    )
+    pending_payload = json.loads(pending_proc.stdout)
+    assert pending_payload["ok"], pending_payload
+    assert pending_payload["template_written"], pending_payload
+    assert pending_payload["summary"]["case_count"] == 5, pending_payload
+    assert pending_payload["summary"]["pending_decision_count"] == 5, pending_payload
+    assert pending_payload["summary"]["ready_for_adjudication_count"] == 0, pending_payload
+    assert pending_payload["summary"]["answer_key_hidden"] is True, pending_payload
+    assert pending_payload["summary"]["answer_key_path_exposed"] is False, pending_payload
+    assert pending_payload["summary"]["ready_to_run_adjudication"] is False, pending_payload
+    assert "answer_key" not in pending_payload["artifacts"], pending_payload["artifacts"]
+    assert len(pending_payload["cases"]) == 5, pending_payload["cases"]
+    first_case = pending_payload["cases"][0]
+    assert first_case["variant_a"]["output"], first_case
+    assert first_case["variant_b"]["output"], first_case
+    assert first_case["decision_state"]["status"] == "awaiting-decision", first_case
+    assert decisions_path.exists(), decisions_path
+
+    kit_json_text = kit_json.read_text(encoding="utf-8")
+    kit_md_text = kit_md.read_text(encoding="utf-8")
+    assert "# Output Review Kit" in kit_md_text, kit_md_text
+    assert "answer key path exposed: `false`" in kit_md_text, kit_md_text
+    assert "Variant A" in kit_md_text and "Variant B" in kit_md_text, kit_md_text
+    assert "python3 scripts/yao.py output-review" in kit_md_text, kit_md_text
+    assert_no_answer_key_leak(kit_json_text)
+    assert_no_answer_key_leak(kit_md_text)
+
+    cli_proc = run(
+        [
+            str(CLI),
+            "output-review-kit",
+            "--blind-pack-json",
+            str(blind_pack_json),
+            "--blind-pack-md",
+            str(blind_pack_md),
+            "--decisions",
+            str(decisions_path),
+            "--output-json",
+            str(tmp_root / "cli_output_review_kit.json"),
+            "--output-md",
+            str(tmp_root / "cli_output_review_kit.md"),
+        ]
+    )
+    cli_payload = json.loads(cli_proc.stdout)
+    assert cli_payload["ok"], cli_payload
+    assert cli_payload["summary"]["case_count"] == 5, cli_payload
+    assert cli_payload["summary"]["answer_key_hidden"] is True, cli_payload
+    assert "answer_key" not in cli_payload["artifacts"], cli_payload["artifacts"]
+
+    template = json.loads(decisions_path.read_text(encoding="utf-8"))
+    filled = {
+        "schema_version": "1.0",
+        "reviewer": "Yao QA",
+        "reviewed_at": "2026-06-14",
+        "decisions": [
+            {
+                "case_id": item["case_id"],
+                "winner_variant": "A",
+                "confidence": 0.8,
+                "reason": "Variant A is clearer against the visible rubric.",
+            }
+            for item in template["decisions"]
+        ],
+    }
+    decisions_path.write_text(json.dumps(filled, ensure_ascii=False, indent=2) + "\n", encoding="utf-8")
+    ready_proc = run(
+        [
+            str(REVIEW_KIT),
+            "--blind-pack-json",
+            str(blind_pack_json),
+            "--blind-pack-md",
+            str(blind_pack_md),
+            "--decisions",
+            str(decisions_path),
+            "--output-json",
+            str(tmp_root / "ready_output_review_kit.json"),
+            "--output-md",
+            str(tmp_root / "ready_output_review_kit.md"),
+        ]
+    )
+    ready_payload = json.loads(ready_proc.stdout)
+    assert ready_payload["ok"], ready_payload
+    assert ready_payload["summary"]["ready_for_adjudication_count"] == 5, ready_payload
+    assert ready_payload["summary"]["pending_decision_count"] == 0, ready_payload
+    assert ready_payload["summary"]["invalid_decision_count"] == 0, ready_payload
+    assert ready_payload["summary"]["reviewer_metadata_present"] is True, ready_payload
+    assert ready_payload["summary"]["ready_to_run_adjudication"] is True, ready_payload
+    assert all(case["decision_state"]["status"] == "ready-for-adjudication" for case in ready_payload["cases"]), ready_payload
+
+    invalid = dict(filled)
+    invalid["decisions"] = [dict(filled["decisions"][0], winner_variant="C", reason="")]
+    invalid_path = tmp_root / "invalid_output_review_decisions.json"
+    invalid_path.write_text(json.dumps(invalid, ensure_ascii=False, indent=2) + "\n", encoding="utf-8")
+    invalid_proc = run(
+        [
+            str(REVIEW_KIT),
+            "--blind-pack-json",
+            str(blind_pack_json),
+            "--blind-pack-md",
+            str(blind_pack_md),
+            "--decisions",
+            str(invalid_path),
+            "--output-json",
+            str(tmp_root / "invalid_output_review_kit.json"),
+            "--output-md",
+            str(tmp_root / "invalid_output_review_kit.md"),
+        ]
+    )
+    invalid_payload = json.loads(invalid_proc.stdout)
+    assert invalid_payload["ok"], invalid_payload
+    assert invalid_payload["summary"]["invalid_decision_count"] == 1, invalid_payload
+    assert invalid_payload["summary"]["answer_key_hidden"] is True, invalid_payload
+    assert invalid_payload["cases"][0]["decision_state"]["status"] == "needs-fix", invalid_payload["cases"][0]
+
+    print(json.dumps({"ok": True}, ensure_ascii=False, indent=2))
+
+
+if __name__ == "__main__":
+    main()
diff --git a/tests/verify_yao_cli.py b/tests/verify_yao_cli.py
index fa40b8bf..3b01190a 100644
--- a/tests/verify_yao_cli.py
+++ b/tests/verify_yao_cli.py
@@ -89,6 +89,7 @@ def main() -> None:
     assert "world-class-submission-review" in parser_help, parser_help
     assert "world-class-claim-guard" in parser_help, parser_help
     assert "benchmark-reproducibility" in parser_help, parser_help
+    assert "output-review-kit" in parser_help, parser_help
     assert "telemetry-import" in parser_help, parser_help
     assert "telemetry-emit" in parser_help, parser_help
     assert "telemetry-hooks" in parser_help, parser_help
@@ -757,6 +758,7 @@ def main() -> None:
     assert "prompt_quality_profile" in report_result["payload"]["artifacts"], report_result
     assert "compiled_targets" in report_result["payload"]["artifacts"], report_result
     assert "output_execution" in report_result["payload"]["artifacts"], report_result
+    assert "output_review_kit" in report_result["payload"]["artifacts"], report_result
     assert "output_review_adjudication" in report_result["payload"]["artifacts"], report_result
     assert "adoption_drift" in report_result["payload"]["artifacts"], report_result
     assert "review_annotations" in report_result["payload"]["artifacts"], report_result