diff --git a/reports/context_budget.json b/reports/context_budget.json
index c6f5fd0..53f3f56 100644
--- a/reports/context_budget.json
+++ b/reports/context_budget.json
@@ -6,9 +6,9 @@
     "context_budget_tier": "production",
     "context_budget_limit": 1000,
     "skill_body_tokens": 797,
-    "other_text_tokens": 1035916,
+    "other_text_tokens": 1035917,
     "estimated_initial_load_tokens": 990,
-    "estimated_total_text_tokens": 1036713,
+    "estimated_total_text_tokens": 1036714,
     "deferred_resource_tokens": 478069,
     "deferred_resource_warn_threshold": 120000,
     "deferred_resource_dirs": [
diff --git a/reports/evidence_consistency.json b/reports/evidence_consistency.json
index f9036c0..b636014 100644
--- a/reports/evidence_consistency.json
+++ b/reports/evidence_consistency.json
@@ -189,12 +189,12 @@
       "status": "pass",
       "expected": {
         "status": "pass",
-        "detail": "initial load 990/1000; deferred 477629/120000; top deferred scripts 422712; resource governance governed; quality density 131.3",
+        "detail": "initial load 990/1000; deferred 478069/120000; top deferred scripts 423106; resource governance governed; quality density 131.3",
         "evidence": "reports/context_budget.json"
       },
       "actual": {
         "status": "pass",
-        "detail": "initial load 990/1000; deferred 477629/120000; top deferred scripts 422712; resource governance governed; quality density 131.3",
+        "detail": "initial load 990/1000; deferred 478069/120000; top deferred scripts 423106; resource governance governed; quality density 131.3",
         "evidence": "reports/context_budget.json"
       },
       "paths": [
@@ -248,8 +248,8 @@
       "key": "overview-benchmark-commit",
       "label": "overview embeds the benchmark commit",
       "status": "pass",
-      "expected": "15c743370e53311292e7045b2ec93f3046838055",
-      "actual": "15c743370e53311292e7045b2ec93f3046838055",
+      "expected": "c325269f10a7c691646aefc5f48ca73e0a94542f",
+      "actual": "c325269f10a7c691646aefc5f48ca73e0a94542f",
       "paths": [
         "reports/benchmark_reproducibility.json",
         "reports/skill-overview.json"
@@ -264,8 +264,8 @@
         "release_lock_ready": true,
         "required_artifact_count": 25,
         "missing_artifact_count": 0,
-        "source_contract_sha256": "8db4f8cfb8963484c2afb548453c44adca024b726e3f8cbd2ce1dcd4411cadfa",
-        "archive_sha256": "167bcde6bde563dfbffa949455c36bb55a70c4e7573bf166d9a4beb36cb95407",
+        "source_contract_sha256": "f7b3e6749356356d3cc8b8e36bdf46a9eeedd6615f6831e033540d5bdda2b2bc",
+        "archive_sha256": "c26d85598e496b35e5ae4d0867a58652c62541c505c12fab5a9d6ea0598b99a6",
         "world_class_ledger_pending_count": 4,
         "world_class_source_check_count": 13,
         "world_class_source_pass_count": 6,
@@ -277,8 +277,8 @@
         "release_lock_ready": true,
         "required_artifact_count": 25,
         "missing_artifact_count": 0,
-        "source_contract_sha256": "8db4f8cfb8963484c2afb548453c44adca024b726e3f8cbd2ce1dcd4411cadfa",
-        "archive_sha256": "167bcde6bde563dfbffa949455c36bb55a70c4e7573bf166d9a4beb36cb95407",
+        "source_contract_sha256": "f7b3e6749356356d3cc8b8e36bdf46a9eeedd6615f6831e033540d5bdda2b2bc",
+        "archive_sha256": "c26d85598e496b35e5ae4d0867a58652c62541c505c12fab5a9d6ea0598b99a6",
         "world_class_ledger_pending_count": 4,
         "world_class_source_check_count": 13,
         "world_class_source_pass_count": 6,
@@ -394,8 +394,8 @@
       "key": "interpretation-benchmark-commit",
       "label": "interpretation embeds the benchmark commit",
       "status": "pass",
-      "expected": "15c743370e53311292e7045b2ec93f3046838055",
-      "actual": "15c743370e53311292e7045b2ec93f3046838055",
+      "expected": "c325269f10a7c691646aefc5f48ca73e0a94542f",
+      "actual": "c325269f10a7c691646aefc5f48ca73e0a94542f",
       "paths": [
         "reports/benchmark_reproducibility.json",
         "reports/skill-interpretation.json"
@@ -410,8 +410,8 @@
         "release_lock_ready": true,
         "required_artifact_count": 25,
         "missing_artifact_count": 0,
-        "source_contract_sha256": "8db4f8cfb8963484c2afb548453c44adca024b726e3f8cbd2ce1dcd4411cadfa",
-        "archive_sha256": "167bcde6bde563dfbffa949455c36bb55a70c4e7573bf166d9a4beb36cb95407",
+        "source_contract_sha256": "f7b3e6749356356d3cc8b8e36bdf46a9eeedd6615f6831e033540d5bdda2b2bc",
+        "archive_sha256": "c26d85598e496b35e5ae4d0867a58652c62541c505c12fab5a9d6ea0598b99a6",
         "world_class_ledger_pending_count": 4,
         "world_class_source_check_count": 13,
         "world_class_source_pass_count": 6,
@@ -423,8 +423,8 @@
         "release_lock_ready": true,
         "required_artifact_count": 25,
         "missing_artifact_count": 0,
-        "source_contract_sha256": "8db4f8cfb8963484c2afb548453c44adca024b726e3f8cbd2ce1dcd4411cadfa",
-        "archive_sha256": "167bcde6bde563dfbffa949455c36bb55a70c4e7573bf166d9a4beb36cb95407",
+        "source_contract_sha256": "f7b3e6749356356d3cc8b8e36bdf46a9eeedd6615f6831e033540d5bdda2b2bc",
+        "archive_sha256": "c26d85598e496b35e5ae4d0867a58652c62541c505c12fab5a9d6ea0598b99a6",
         "world_class_ledger_pending_count": 4,
         "world_class_source_check_count": 13,
         "world_class_source_pass_count": 6,
@@ -598,7 +598,7 @@
           "label": "上下文成本",
           "score": 42,
           "reasons": [
-            "入口约 360 个词/字，references 约 16740 个词/字。",
+            "入口约 360 个词/字，references 约 16770 个词/字。",
             "分数越高代表上下文成本越低。",
             "上下文成本偏高，建议压缩入口或拆分 references。"
           ]
@@ -662,7 +662,7 @@
           "label": "上下文成本",
           "score": 42,
           "reasons": [
-            "入口约 360 个词/字，references 约 16740 个词/字。",
+            "入口约 360 个词/字，references 约 16770 个词/字。",
             "分数越高代表上下文成本越低。",
             "上下文成本偏高，建议压缩入口或拆分 references。"
           ]
@@ -894,7 +894,7 @@
           "已生成 Output Review Adjudication，可记录盲评决策、一致率和待评审项。"
         ],
         "gaps": [
-          "上下文成本需要补强：入口约 360 个词/字，references 约 16740 个词/字。"
+          "上下文成本需要补强：入口约 360 个词/字，references 约 16770 个词/字。"
         ],
         "recommendations": [
           "先改触发边界，再扩展工作流。",
@@ -942,7 +942,7 @@
           "已生成 Output Review Adjudication，可记录盲评决策、一致率和待评审项。"
         ],
         "gaps": [
-          "上下文成本需要补强：入口约 360 个词/字，references 约 16740 个词/字。"
+          "上下文成本需要补强：入口约 360 个词/字，references 约 16770 个词/字。"
         ],
         "recommendations": [
           "先改触发边界，再扩展工作流。",
diff --git a/reports/review-studio.html b/reports/review-studio.html
index 235742d..e161902 100644
--- a/reports/review-studio.html
+++ b/reports/review-studio.html
@@ -648,6 +648,15 @@
       font-size: 12px;
       color: var(--muted);
     }
+    .source-ref-list blockquote {
+      margin: 2px 0 0;
+      padding: 7px 9px;
+      border-left: 3px solid var(--line);
+      background: var(--soft);
+      color: var(--muted);
+      font-size: 12px;
+      overflow-wrap: anywhere;
+    }
     code {
       font-family: ui-monospace, SFMono-Regular, Menlo, Consolas, monospace;
       font-size: 13px;
@@ -681,7 +690,7 @@
 
     <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 990/1000; deferred 477629/120000; top deferred scripts 422712; resource governance governed; quality density 131.3</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; 121 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; 193 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>190 Python files; 0 hotspots; 9 watchlist files; 0 blockers; largest 899 lines; 68 CLI handlers; 18 in entrypoint</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; installer 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; daily proposals 5; daily decision proposal-review; daily release lock true; weekly queue 5 unique; weekly ready 1; weekly top 88; weekly release lock true</p><footer>reports/adoption_drift_report.json + reports/skillops/daily + reports/skillops/weekly <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; source checks 6/13 pass; 7 blocked; 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 990/1000; deferred 478069/120000; top deferred scripts 423106; resource governance governed; quality density 131.3</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; 121 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; 193 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>190 Python files; 0 hotspots; 9 watchlist files; 0 blockers; largest 899 lines; 68 CLI handlers; 18 in entrypoint</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; installer 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; daily proposals 5; daily decision proposal-review; daily release lock true; weekly queue 5 unique; weekly ready 1; weekly top 88; weekly release lock true</p><footer>reports/adoption_drift_report.json + reports/skillops/daily + reports/skillops/weekly <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; source checks 6/13 pass; 7 blocked; 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">
@@ -691,7 +700,7 @@
 
     <section id="actions">
       <h2>修复动作</h2>
-      <div class="actions-grid"><article class='action-card warn'><div><span>关注</span><h3>输出实验</h3></div><p>补足 output eval 覆盖、execution evidence、blind A/B 和 reviewer adjudication。</p><small>没有输出质量和人工盲评证据时，Skill 只能证明会触发，不能证明输出真的更好且经得起审查。</small><dl><dt>修复位置</dt><dd>evals/output/cases.jsonl + reports/output_quality_scorecard.md + reports/output_review_kit.html + reports/output_review_adjudication.md</dd><dt>验证命令</dt><dd><code>python3 scripts/adjudicate_output_review.py --write-template &amp;&amp; python3 scripts/yao.py output-review</code></dd></dl><ul class='source-ref-list'><li><a href='../evals/output/cases.jsonl'>evals/output/cases.jsonl:1</a><small>output eval cases · eval</small></li><li><a href='output_quality_scorecard.md'>reports/output_quality_scorecard.md:1</a><small>output scorecard · report</small></li><li><a href='output_execution_runs.md'>reports/output_execution_runs.md:1</a><small>output execution runs · report</small></li><li><a href='output_blind_review_pack.md'>reports/output_blind_review_pack.md:1</a><small>blind A/B review pack · report</small></li><li><a href='output_review_kit.html'>reports/output_review_kit.html:6</a><small>reviewer cockpit · report</small></li><li><a href='output_review_adjudication.md'>reports/output_review_adjudication.md:1</a><small>review adjudication · report</small></li></ul><footer>reports/output_quality_scorecard.json <a href='output_quality_scorecard.md'>打开证据</a></footer></article><article class='action-card warn'><div><span>关注</span><h3>人工批准</h3></div><p>对保留的 warning 写入 reviewer、理由、范围和到期时间，或修掉 warning。</p><small>warning 可以被接受，但必须可审计、会过期，并且不能掩盖 blocker。</small><dl><dt>修复位置</dt><dd>reports/review_waivers.md</dd><dt>验证命令</dt><dd><code>python3 scripts/render_review_waivers.py .</code></dd></dl><ul class='source-ref-list'><li><a href='review_waivers.md'>reports/review_waivers.md:1</a><small>waiver ledger · report</small></li><li><a href='../references/review-waiver-method.md'>references/review-waiver-method.md:1</a><small>waiver method · method</small></li></ul><footer>reports/review_waivers.json <a href='review_waivers.md'>打开证据</a></footer></article><article class='action-card warn with-evidence'><div><span>关注</span><h3>世界证据</h3></div><p>补齐 provider、真人盲评、原生权限执行和真实客户端遥测证据，或明确本次发布不声明 world-class 完成。</p><small>世界级结论必须来自已接受的外部/人工证据；计划、metadata fallback、待评审和本地命令都不能替代完成证据。</small><dl><dt>修复位置</dt><dd>reports/world_class_operator_runbook.html + reports/world_class_evidence_ledger.md + reports/world_class_evidence_intake.md + reports/world_class_submission_review.md</dd><dt>验证命令</dt><dd><code>python3 scripts/yao.py world-class-runbook . --submissions-dir evidence/world_class/submissions &amp;&amp; python3 scripts/yao.py world-class-ledger . --submissions-dir evidence/world_class/submissions &amp;&amp; python3 scripts/yao.py review-studio .</code></dd></dl><section class='action-evidence-panel'><h4>证据采集</h4><p>以下条目仍需真实外部或人工证据；提交文件、校验命令和阻断检查必须同时闭环。</p><div class='action-evidence-grid'><article class='action-evidence-item pending'><div><span>pending · external</span><h4>Provider Holdout</h4></div><p>model-executed 0; token-observed 0</p><dl><dt>提交</dt><dd><code>evidence/world_class/submissions/provider-holdout.json</code></dd><dt>模板</dt><dd><code>evidence/world_class/templates/provider-holdout.intake.json</code></dd><dt>阻断</dt><dd>2 blocked / 1 pass</dd><dt>下一步</dt><dd>Run provider-backed holdout cases with real credentials and commit only aggregate evidence.</dd></dl><section><h5>阻断检查</h5><ul class='action-evidence-checks'><li class='action-evidence-check blocked'><span>Provider model run</span><code>model_executed_count: 0 / &gt;0</code><small>Run provider-backed output-exec with real credentials.</small></li><li class='action-evidence-check blocked'><span>Token usage observed</span><code>token_observed_count: 0 / &gt;0</code><small>Provider execution should return non-estimated token usage.</small></li></ul></section><details class='action-command-details'><summary>操作命令</summary><ul class='action-command-list'><li><span>准备提交</span><code>python3 scripts/yao.py world-class-submission-kit . --evidence-key provider-holdout --output-dir evidence/world_class/submissions</code></li><li><span>校验入口</span><code>python3 scripts/yao.py world-class-intake . --submissions-dir evidence/world_class/submissions</code></li><li><span>审查提交</span><code>python3 scripts/yao.py world-class-submission-review . --submissions-dir evidence/world_class/submissions</code></li><li><span>刷新台账</span><code>python3 scripts/yao.py world-class-ledger . --submissions-dir evidence/world_class/submissions</code></li></ul></details><details class='action-runbook-details'><summary>首要步骤</summary><ol class='action-runbook-list'><li>YAO_OUTPUT_EVAL_MODEL=gpt-4.1-mini OPENAI_API_KEY=&lt;redacted&gt; python3 scripts/yao.py output-exec --provider-runner openai --timeout-seconds 60</li><li>python3 scripts/yao.py skill-os2-audit . --generated-at &lt;YYYY-MM-DD&gt;</li><li>Copy evidence/world_class/templates/provider-holdout.intake.json to evidence/world_class/submissions/provider-holdout.json and fill only real evidence fields.</li></ol></details></article><article class='action-evidence-item pending'><div><span>pending · human</span><h4>Human Adjudication</h4></div><p>0/5 decisions; pending 5</p><dl><dt>提交</dt><dd><code>evidence/world_class/submissions/human-adjudication.json</code></dd><dt>模板</dt><dd><code>evidence/world_class/templates/human-adjudication.intake.json</code></dd><dt>阻断</dt><dd>2 blocked / 2 pass</dd><dt>下一步</dt><dd>Record real A/B choices in the decision template, then regenerate adjudication.</dd></dl><section><h5>阻断检查</h5><ul class='action-evidence-checks'><li class='action-evidence-check blocked'><span>No pending decisions</span><code>pending_count: 5 / ==0</code><small>Record a reviewer choice for every pair.</small></li><li class='action-evidence-check blocked'><span>Judgments complete</span><code>judgment_count: 0 / ==pair_count</code><small>Every pair needs one valid human judgment.</small></li></ul></section><details class='action-command-details'><summary>操作命令</summary><ul class='action-command-list'><li><span>准备提交</span><code>python3 scripts/yao.py world-class-submission-kit . --evidence-key human-adjudication --output-dir evidence/world_class/submissions</code></li><li><span>校验入口</span><code>python3 scripts/yao.py world-class-intake . --submissions-dir evidence/world_class/submissions</code></li><li><span>审查提交</span><code>python3 scripts/yao.py world-class-submission-review . --submissions-dir evidence/world_class/submissions</code></li><li><span>刷新台账</span><code>python3 scripts/yao.py world-class-ledger . --submissions-dir evidence/world_class/submissions</code></li></ul></details><details class='action-runbook-details'><summary>首要步骤</summary><ol class='action-runbook-list'><li>python3 scripts/yao.py output-review-kit --write-template</li><li>Open reports/output_review_kit.md and choose A or B for each pair without opening the answer key.</li><li>python3 scripts/adjudicate_output_review.py --write-template</li></ol></details></article><article class='action-evidence-item pending'><div><span>pending · external</span><h4>Native Permission Enforcement</h4></div><p>native-enforced targets 0; installer-enforced targets 4</p><dl><dt>提交</dt><dd><code>evidence/world_class/submissions/native-permission-enforcement.json</code></dd><dt>模板</dt><dd><code>evidence/world_class/templates/native-permission-enforcement.intake.json</code></dd><dt>阻断</dt><dd>1 blocked / 2 pass</dd><dt>下一步</dt><dd>Integrate a real target-client or external installer runtime guard before claiming native permission enforcement.</dd></dl><section><h5>阻断检查</h5><ul class='action-evidence-checks'><li class='action-evidence-check blocked'><span>Native enforcement</span><code>native_enforcement_count: 0 / &gt;0</code><small>Collect real target-client or external runtime guard proof.</small></li></ul></section><details class='action-command-details'><summary>操作命令</summary><ul class='action-command-list'><li><span>准备提交</span><code>python3 scripts/yao.py world-class-submission-kit . --evidence-key native-permission-enforcement --output-dir evidence/world_class/submissions</code></li><li><span>校验入口</span><code>python3 scripts/yao.py world-class-intake . --submissions-dir evidence/world_class/submissions</code></li><li><span>审查提交</span><code>python3 scripts/yao.py world-class-submission-review . --submissions-dir evidence/world_class/submissions</code></li><li><span>刷新台账</span><code>python3 scripts/yao.py world-class-ledger . --submissions-dir evidence/world_class/submissions</code></li></ul></details><details class='action-runbook-details'><summary>首要步骤</summary><ol class='action-runbook-list'><li>Implement or connect a real target client or external installer runtime guard that blocks undeclared network, file_write, or subprocess capabilities.</li><li>Update the generated target adapter only when the guard is actually enforced by that target.</li><li>python3 scripts/yao.py package . --platform openai --platform claude --platform generic --platform vscode --output-dir dist --zip</li></ol></details></article><article class='action-evidence-item pending'><div><span>pending · external</span><h4>Native Client Telemetry</h4></div><p>external source events 0; adoption samples 0</p><dl><dt>提交</dt><dd><code>evidence/world_class/submissions/native-client-telemetry.json</code></dd><dt>模板</dt><dd><code>evidence/world_class/templates/native-client-telemetry.intake.json</code></dd><dt>阻断</dt><dd>2 blocked / 1 pass</dd><dt>下一步</dt><dd>Install a real client against the native host and import production metadata-only events.</dd></dl><section><h5>阻断检查</h5><ul class='action-evidence-checks'><li class='action-evidence-check blocked'><span>External events</span><code>external_source_events: 0 / &gt;0</code><small>Import at least one metadata-only event from a real client.</small></li><li class='action-evidence-check blocked'><span>Adoption sample</span><code>adoption_sample_count: 0 / &gt;0</code><small>Telemetry must include adoption outcome evidence.</small></li></ul></section><details class='action-command-details'><summary>操作命令</summary><ul class='action-command-list'><li><span>准备提交</span><code>python3 scripts/yao.py world-class-submission-kit . --evidence-key native-client-telemetry --output-dir evidence/world_class/submissions</code></li><li><span>校验入口</span><code>python3 scripts/yao.py world-class-intake . --submissions-dir evidence/world_class/submissions</code></li><li><span>审查提交</span><code>python3 scripts/yao.py world-class-submission-review . --submissions-dir evidence/world_class/submissions</code></li><li><span>刷新台账</span><code>python3 scripts/yao.py world-class-ledger . --submissions-dir evidence/world_class/submissions</code></li></ul></details><details class='action-runbook-details'><summary>首要步骤</summary><ol class='action-runbook-list'><li>python3 scripts/telemetry_native_host.py . --write-launcher /tmp/yao-telemetry-host.sh --write-manifest /tmp/yao-telemetry-host.json --allowed-origin chrome-extension://&lt;extension-id&gt;/</li><li>Install the generated native messaging manifest for the real client and send at least one accepted skill_activation or skill_output event.</li><li>python3 scripts/yao.py telemetry-import . --input-jsonl .yao/telemetry_spool/external_events.jsonl</li></ol></details></article></div></section><ul class='source-ref-list'><li><a href='world_class_evidence_ledger.md'>reports/world_class_evidence_ledger.md:1</a><small>world-class evidence ledger · report</small></li><li><a href='world_class_evidence_plan.md'>reports/world_class_evidence_plan.md:1</a><small>world-class evidence plan · report</small></li><li><a href='world_class_evidence_intake.md'>reports/world_class_evidence_intake.md:1</a><small>world-class evidence intake · report</small></li><li><a href='world_class_submission_review.md'>reports/world_class_submission_review.md:1</a><small>world-class submission review · report</small></li><li><a href='world_class_claim_guard.md'>reports/world_class_claim_guard.md:1</a><small>world-class claim guard · report</small></li><li><a href='../evidence/world_class/intake.schema.json'>evidence/world_class/intake.schema.json:4</a><small>evidence intake schema · schema</small></li><li><a href='../evidence/world_class/templates/provider-holdout.intake.json'>evidence/world_class/templates/provider-holdout.intake.json:3</a><small>provider intake template · template</small></li><li><a href='../evidence/world_class/templates/human-adjudication.intake.json'>evidence/world_class/templates/human-adjudication.intake.json:3</a><small>human intake template · template</small></li><li><a href='../evidence/world_class/templates/native-permission-enforcement.intake.json'>evidence/world_class/templates/native-permission-enforcement.intake.json:3</a><small>permission intake template · template</small></li><li><a href='../evidence/world_class/templates/native-client-telemetry.intake.json'>evidence/world_class/templates/native-client-telemetry.intake.json:3</a><small>telemetry intake template · template</small></li><li><a href='skill_os2_audit.md'>reports/skill_os2_audit.md:1</a><small>Skill OS 2.0 audit · report</small></li><li><a href='output_review_decisions.json'>reports/output_review_decisions.json:6</a><small>human review decisions · report</small></li><li><a href='runtime_permission_probes.md'>reports/runtime_permission_probes.md:1</a><small>runtime permission probes · report</small></li><li><a href='adoption_drift_report.md'>reports/adoption_drift_report.md:1</a><small>adoption drift · report</small></li></ul><footer>reports/world_class_evidence_ledger.json <a href='world_class_evidence_ledger.md'>打开证据</a></footer></article></div>
+      <div class="actions-grid"><article class='action-card warn'><div><span>关注</span><h3>输出实验</h3></div><p>补足 output eval 覆盖、execution evidence、blind A/B 和 reviewer adjudication。</p><small>没有输出质量和人工盲评证据时，Skill 只能证明会触发，不能证明输出真的更好且经得起审查。</small><dl><dt>修复位置</dt><dd>evals/output/cases.jsonl + reports/output_quality_scorecard.md + reports/output_review_kit.html + reports/output_review_adjudication.md</dd><dt>验证命令</dt><dd><code>python3 scripts/adjudicate_output_review.py --write-template &amp;&amp; python3 scripts/yao.py output-review</code></dd></dl><ul class='source-ref-list'><li><a href='../evals/output/cases.jsonl'>evals/output/cases.jsonl:1</a><small>output eval cases · eval</small><blockquote>{&quot;id&quot;:&quot;skill-package-contract&quot;,&quot;prompt&quot;:&quot;Turn this repeated workflow into a reusable team skill package.&quot;,&quot;baseline_output&quot;:&quot;I can write a prompt for that workflow and include a s…</blockquote></li><li><a href='output_quality_scorecard.md'>reports/output_quality_scorecard.md:1</a><small>output scorecard · report · pattern: # Output</small><blockquote># Output Quality Scorecard</blockquote></li><li><a href='output_execution_runs.md'>reports/output_execution_runs.md:1</a><small>output execution runs · report · pattern: # Output Execution</small><blockquote># Output Execution Runs</blockquote></li><li><a href='output_blind_review_pack.md'>reports/output_blind_review_pack.md:1</a><small>blind A/B review pack · report · pattern: # Output Blind</small><blockquote># Output Blind A/B Review Pack</blockquote></li><li><a href='output_review_kit.html'>reports/output_review_kit.html:6</a><small>reviewer cockpit · report · pattern: Output Review Kit</small><blockquote>&lt;title&gt;Output Review Kit&lt;/title&gt;</blockquote></li><li><a href='output_review_adjudication.md'>reports/output_review_adjudication.md:1</a><small>review adjudication · report · pattern: # Output Review</small><blockquote># Output Review Adjudication</blockquote></li></ul><footer>reports/output_quality_scorecard.json <a href='output_quality_scorecard.md'>打开证据</a></footer></article><article class='action-card warn'><div><span>关注</span><h3>人工批准</h3></div><p>对保留的 warning 写入 reviewer、理由、范围和到期时间，或修掉 warning。</p><small>warning 可以被接受，但必须可审计、会过期，并且不能掩盖 blocker。</small><dl><dt>修复位置</dt><dd>reports/review_waivers.md</dd><dt>验证命令</dt><dd><code>python3 scripts/render_review_waivers.py .</code></dd></dl><ul class='source-ref-list'><li><a href='review_waivers.md'>reports/review_waivers.md:1</a><small>waiver ledger · report · pattern: # Review</small><blockquote># Review Waivers</blockquote></li><li><a href='../references/review-waiver-method.md'>references/review-waiver-method.md:1</a><small>waiver method · method · pattern: # Review</small><blockquote># Review Waiver Method</blockquote></li></ul><footer>reports/review_waivers.json <a href='review_waivers.md'>打开证据</a></footer></article><article class='action-card warn with-evidence'><div><span>关注</span><h3>世界证据</h3></div><p>补齐 provider、真人盲评、原生权限执行和真实客户端遥测证据，或明确本次发布不声明 world-class 完成。</p><small>世界级结论必须来自已接受的外部/人工证据；计划、metadata fallback、待评审和本地命令都不能替代完成证据。</small><dl><dt>修复位置</dt><dd>reports/world_class_operator_runbook.html + reports/world_class_evidence_ledger.md + reports/world_class_evidence_intake.md + reports/world_class_submission_review.md</dd><dt>验证命令</dt><dd><code>python3 scripts/yao.py world-class-runbook . --submissions-dir evidence/world_class/submissions &amp;&amp; python3 scripts/yao.py world-class-ledger . --submissions-dir evidence/world_class/submissions &amp;&amp; python3 scripts/yao.py review-studio .</code></dd></dl><section class='action-evidence-panel'><h4>证据采集</h4><p>以下条目仍需真实外部或人工证据；提交文件、校验命令和阻断检查必须同时闭环。</p><div class='action-evidence-grid'><article class='action-evidence-item pending'><div><span>pending · external</span><h4>Provider Holdout</h4></div><p>model-executed 0; token-observed 0</p><dl><dt>提交</dt><dd><code>evidence/world_class/submissions/provider-holdout.json</code></dd><dt>模板</dt><dd><code>evidence/world_class/templates/provider-holdout.intake.json</code></dd><dt>阻断</dt><dd>2 blocked / 1 pass</dd><dt>下一步</dt><dd>Run provider-backed holdout cases with real credentials and commit only aggregate evidence.</dd></dl><section><h5>阻断检查</h5><ul class='action-evidence-checks'><li class='action-evidence-check blocked'><span>Provider model run</span><code>model_executed_count: 0 / &gt;0</code><small>Run provider-backed output-exec with real credentials.</small></li><li class='action-evidence-check blocked'><span>Token usage observed</span><code>token_observed_count: 0 / &gt;0</code><small>Provider execution should return non-estimated token usage.</small></li></ul></section><details class='action-command-details'><summary>操作命令</summary><ul class='action-command-list'><li><span>准备提交</span><code>python3 scripts/yao.py world-class-submission-kit . --evidence-key provider-holdout --output-dir evidence/world_class/submissions</code></li><li><span>校验入口</span><code>python3 scripts/yao.py world-class-intake . --submissions-dir evidence/world_class/submissions</code></li><li><span>审查提交</span><code>python3 scripts/yao.py world-class-submission-review . --submissions-dir evidence/world_class/submissions</code></li><li><span>刷新台账</span><code>python3 scripts/yao.py world-class-ledger . --submissions-dir evidence/world_class/submissions</code></li></ul></details><details class='action-runbook-details'><summary>首要步骤</summary><ol class='action-runbook-list'><li>YAO_OUTPUT_EVAL_MODEL=gpt-4.1-mini OPENAI_API_KEY=&lt;redacted&gt; python3 scripts/yao.py output-exec --provider-runner openai --timeout-seconds 60</li><li>python3 scripts/yao.py skill-os2-audit . --generated-at &lt;YYYY-MM-DD&gt;</li><li>Copy evidence/world_class/templates/provider-holdout.intake.json to evidence/world_class/submissions/provider-holdout.json and fill only real evidence fields.</li></ol></details></article><article class='action-evidence-item pending'><div><span>pending · human</span><h4>Human Adjudication</h4></div><p>0/5 decisions; pending 5</p><dl><dt>提交</dt><dd><code>evidence/world_class/submissions/human-adjudication.json</code></dd><dt>模板</dt><dd><code>evidence/world_class/templates/human-adjudication.intake.json</code></dd><dt>阻断</dt><dd>2 blocked / 2 pass</dd><dt>下一步</dt><dd>Record real A/B choices in the decision template, then regenerate adjudication.</dd></dl><section><h5>阻断检查</h5><ul class='action-evidence-checks'><li class='action-evidence-check blocked'><span>No pending decisions</span><code>pending_count: 5 / ==0</code><small>Record a reviewer choice for every pair.</small></li><li class='action-evidence-check blocked'><span>Judgments complete</span><code>judgment_count: 0 / ==pair_count</code><small>Every pair needs one valid human judgment.</small></li></ul></section><details class='action-command-details'><summary>操作命令</summary><ul class='action-command-list'><li><span>准备提交</span><code>python3 scripts/yao.py world-class-submission-kit . --evidence-key human-adjudication --output-dir evidence/world_class/submissions</code></li><li><span>校验入口</span><code>python3 scripts/yao.py world-class-intake . --submissions-dir evidence/world_class/submissions</code></li><li><span>审查提交</span><code>python3 scripts/yao.py world-class-submission-review . --submissions-dir evidence/world_class/submissions</code></li><li><span>刷新台账</span><code>python3 scripts/yao.py world-class-ledger . --submissions-dir evidence/world_class/submissions</code></li></ul></details><details class='action-runbook-details'><summary>首要步骤</summary><ol class='action-runbook-list'><li>python3 scripts/yao.py output-review-kit --write-template</li><li>Open reports/output_review_kit.md and choose A or B for each pair without opening the answer key.</li><li>python3 scripts/adjudicate_output_review.py --write-template</li></ol></details></article><article class='action-evidence-item pending'><div><span>pending · external</span><h4>Native Permission Enforcement</h4></div><p>native-enforced targets 0; installer-enforced targets 4</p><dl><dt>提交</dt><dd><code>evidence/world_class/submissions/native-permission-enforcement.json</code></dd><dt>模板</dt><dd><code>evidence/world_class/templates/native-permission-enforcement.intake.json</code></dd><dt>阻断</dt><dd>1 blocked / 2 pass</dd><dt>下一步</dt><dd>Integrate a real target-client or external installer runtime guard before claiming native permission enforcement.</dd></dl><section><h5>阻断检查</h5><ul class='action-evidence-checks'><li class='action-evidence-check blocked'><span>Native enforcement</span><code>native_enforcement_count: 0 / &gt;0</code><small>Collect real target-client or external runtime guard proof.</small></li></ul></section><details class='action-command-details'><summary>操作命令</summary><ul class='action-command-list'><li><span>准备提交</span><code>python3 scripts/yao.py world-class-submission-kit . --evidence-key native-permission-enforcement --output-dir evidence/world_class/submissions</code></li><li><span>校验入口</span><code>python3 scripts/yao.py world-class-intake . --submissions-dir evidence/world_class/submissions</code></li><li><span>审查提交</span><code>python3 scripts/yao.py world-class-submission-review . --submissions-dir evidence/world_class/submissions</code></li><li><span>刷新台账</span><code>python3 scripts/yao.py world-class-ledger . --submissions-dir evidence/world_class/submissions</code></li></ul></details><details class='action-runbook-details'><summary>首要步骤</summary><ol class='action-runbook-list'><li>Implement or connect a real target client or external installer runtime guard that blocks undeclared network, file_write, or subprocess capabilities.</li><li>Update the generated target adapter only when the guard is actually enforced by that target.</li><li>python3 scripts/yao.py package . --platform openai --platform claude --platform generic --platform vscode --output-dir dist --zip</li></ol></details></article><article class='action-evidence-item pending'><div><span>pending · external</span><h4>Native Client Telemetry</h4></div><p>external source events 0; adoption samples 0</p><dl><dt>提交</dt><dd><code>evidence/world_class/submissions/native-client-telemetry.json</code></dd><dt>模板</dt><dd><code>evidence/world_class/templates/native-client-telemetry.intake.json</code></dd><dt>阻断</dt><dd>2 blocked / 1 pass</dd><dt>下一步</dt><dd>Install a real client against the native host and import production metadata-only events.</dd></dl><section><h5>阻断检查</h5><ul class='action-evidence-checks'><li class='action-evidence-check blocked'><span>External events</span><code>external_source_events: 0 / &gt;0</code><small>Import at least one metadata-only event from a real client.</small></li><li class='action-evidence-check blocked'><span>Adoption sample</span><code>adoption_sample_count: 0 / &gt;0</code><small>Telemetry must include adoption outcome evidence.</small></li></ul></section><details class='action-command-details'><summary>操作命令</summary><ul class='action-command-list'><li><span>准备提交</span><code>python3 scripts/yao.py world-class-submission-kit . --evidence-key native-client-telemetry --output-dir evidence/world_class/submissions</code></li><li><span>校验入口</span><code>python3 scripts/yao.py world-class-intake . --submissions-dir evidence/world_class/submissions</code></li><li><span>审查提交</span><code>python3 scripts/yao.py world-class-submission-review . --submissions-dir evidence/world_class/submissions</code></li><li><span>刷新台账</span><code>python3 scripts/yao.py world-class-ledger . --submissions-dir evidence/world_class/submissions</code></li></ul></details><details class='action-runbook-details'><summary>首要步骤</summary><ol class='action-runbook-list'><li>python3 scripts/telemetry_native_host.py . --write-launcher /tmp/yao-telemetry-host.sh --write-manifest /tmp/yao-telemetry-host.json --allowed-origin chrome-extension://&lt;extension-id&gt;/</li><li>Install the generated native messaging manifest for the real client and send at least one accepted skill_activation or skill_output event.</li><li>python3 scripts/yao.py telemetry-import . --input-jsonl .yao/telemetry_spool/external_events.jsonl</li></ol></details></article></div></section><ul class='source-ref-list'><li><a href='world_class_evidence_ledger.md'>reports/world_class_evidence_ledger.md:1</a><small>world-class evidence ledger · report · pattern: # World-Class Evidence Ledger</small><blockquote># World-Class Evidence Ledger</blockquote></li><li><a href='world_class_evidence_plan.md'>reports/world_class_evidence_plan.md:1</a><small>world-class evidence plan · report · pattern: # World-Class Evidence Plan</small><blockquote># World-Class Evidence Plan</blockquote></li><li><a href='world_class_evidence_intake.md'>reports/world_class_evidence_intake.md:1</a><small>world-class evidence intake · report · pattern: # World-Class Evidence Intake</small><blockquote># World-Class Evidence Intake</blockquote></li><li><a href='world_class_submission_review.md'>reports/world_class_submission_review.md:1</a><small>world-class submission review · report · pattern: # World-Class Submission Review</small><blockquote># World-Class Submission Review</blockquote></li><li><a href='world_class_claim_guard.md'>reports/world_class_claim_guard.md:1</a><small>world-class claim guard · report · pattern: # World-Class Claim Guard</small><blockquote># World-Class Claim Guard</blockquote></li><li><a href='../evidence/world_class/intake.schema.json'>evidence/world_class/intake.schema.json:4</a><small>evidence intake schema · schema · pattern: Yao World-Class Evidence Intake</small><blockquote>&quot;title&quot;: &quot;Yao World-Class Evidence Intake&quot;,</blockquote></li><li><a href='../evidence/world_class/templates/provider-holdout.intake.json'>evidence/world_class/templates/provider-holdout.intake.json:3</a><small>provider intake template · template · pattern: provider-holdout</small><blockquote>&quot;evidence_key&quot;: &quot;provider-holdout&quot;,</blockquote></li><li><a href='../evidence/world_class/templates/human-adjudication.intake.json'>evidence/world_class/templates/human-adjudication.intake.json:3</a><small>human intake template · template · pattern: human-adjudication</small><blockquote>&quot;evidence_key&quot;: &quot;human-adjudication&quot;,</blockquote></li><li><a href='../evidence/world_class/templates/native-permission-enforcement.intake.json'>evidence/world_class/templates/native-permission-enforcement.intake.json:3</a><small>permission intake template · template · pattern: native-permission-enforcement</small><blockquote>&quot;evidence_key&quot;: &quot;native-permission-enforcement&quot;,</blockquote></li><li><a href='../evidence/world_class/templates/native-client-telemetry.intake.json'>evidence/world_class/templates/native-client-telemetry.intake.json:3</a><small>telemetry intake template · template · pattern: native-client-telemetry</small><blockquote>&quot;evidence_key&quot;: &quot;native-client-telemetry&quot;,</blockquote></li><li><a href='skill_os2_audit.md'>reports/skill_os2_audit.md:1</a><small>Skill OS 2.0 audit · report · pattern: # Skill OS</small><blockquote># Skill OS 2.0 Audit</blockquote></li><li><a href='output_review_decisions.json'>reports/output_review_decisions.json:6</a><small>human review decisions · report · pattern: winner_variant</small><blockquote>&quot;winner_variant&quot;: &quot;Use A or B after reading the blind review pack. Leave blank when pending.&quot;,</blockquote></li><li><a href='runtime_permission_probes.md'>reports/runtime_permission_probes.md:1</a><small>runtime permission probes · report · pattern: # Runtime</small><blockquote># Runtime Permission Probes</blockquote></li><li><a href='adoption_drift_report.md'>reports/adoption_drift_report.md:1</a><small>adoption drift · report · pattern: # Adoption</small><blockquote># Adoption And Drift Report</blockquote></li></ul><footer>reports/world_class_evidence_ledger.json <a href='world_class_evidence_ledger.md'>打开证据</a></footer></article></div>
     </section>
 
     <section id="annotations">
@@ -743,12 +752,12 @@
     </section>
 
     <section class="twocol">
-      <div class="panel"><h2>上下文</h2><p>initial load 990/1000; deferred 477629/120000; top deferred scripts 422712; resource governance governed; quality density 131.3</p></div>
+      <div class="panel"><h2>上下文</h2><p>initial load 990/1000; deferred 478069/120000; top deferred scripts 423106; resource governance governed; quality density 131.3</p></div>
       <div class="panel"><h2>编译证据</h2><p>Review reports/compiled_targets.md before packaging to inspect target adapter modes, generated files, preserved semantics, warnings, and unsupported features.</p></div>
     </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>121</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>8db4f8cfb8963484c2afb548453c44adca024b726e3f8cbd2ce1dcd4411cadfa</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>121</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>f7b3e6749356356d3cc8b8e36bdf46a9eeedd6615f6831e033540d5bdda2b2bc</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>
 
@@ -834,12 +843,12 @@
 
     <section id="registry" class="twocol">
       <div class="panel"><h2>注册审计</h2><p>yao-meta-skill 1.1.0; 6/6 compatibility entries pass; install pass with 4 adapters; installer permissions 12 enforced / 0 failures</p></div>
-      <div class="panel"><h2>包体元数据</h2><dl class='kv-grid'><div><dt>名称</dt><dd>yao-meta-skill</dd></div><div><dt>版本</dt><dd>1.1.0</dd></div><div><dt>Maturity</dt><dd>governed</dd></div><div><dt>Owner</dt><dd>Yao Team</dd></div><div><dt>License</dt><dd>MIT</dd></div><div><dt>信任级别</dt><dd>local</dd></div><div><dt>目标平台</dt><dd>openai, claude, generic, agent-skills-compatible, vscode</dd></div><div><dt>兼容通过</dt><dd>6/6</dd></div><div><dt>归档哈希</dt><dd><code>167bcde6bde563dfbffa949455c36bb55a70c4e7573bf166d9a4beb36cb95407</code></dd></div></dl></div>
+      <div class="panel"><h2>包体元数据</h2><dl class='kv-grid'><div><dt>名称</dt><dd>yao-meta-skill</dd></div><div><dt>版本</dt><dd>1.1.0</dd></div><div><dt>Maturity</dt><dd>governed</dd></div><div><dt>Owner</dt><dd>Yao Team</dd></div><div><dt>License</dt><dd>MIT</dd></div><div><dt>信任级别</dt><dd>local</dd></div><div><dt>目标平台</dt><dd>openai, claude, generic, agent-skills-compatible, vscode</dd></div><div><dt>兼容通过</dt><dd>6/6</dd></div><div><dt>归档哈希</dt><dd><code>c26d85598e496b35e5ae4d0867a58652c62541c505c12fab5a9d6ea0598b99a6</code></dd></div></dl></div>
     </section>
 
     <section id="release" class="twocol">
       <div class="panel"><h2>发布路线</h2><p>0 promote; 3 keep current; 0 blocked; upgrade minor declared / minor recommended</p></div>
-      <div class="panel"><h2>包体验证</h2><dl class='kv-grid'><div><dt>目标数</dt><dd>4</dd></div><div><dt>Adapter</dt><dd>4</dd></div><div><dt>归档存在</dt><dd>是</dd></div><div><dt>Zip 条目</dt><dd>645</dd></div><div><dt>失败数</dt><dd>0</dd></div><div><dt>警告数</dt><dd>0</dd></div><div><dt>归档哈希</dt><dd><code>167bcde6bde563dfbffa949455c36bb55a70c4e7573bf166d9a4beb36cb95407</code></dd></div></dl></div>
+      <div class="panel"><h2>包体验证</h2><dl class='kv-grid'><div><dt>目标数</dt><dd>4</dd></div><div><dt>Adapter</dt><dd>4</dd></div><div><dt>归档存在</dt><dd>是</dd></div><div><dt>Zip 条目</dt><dd>645</dd></div><div><dt>失败数</dt><dd>0</dd></div><div><dt>警告数</dt><dd>0</dd></div><div><dt>归档哈希</dt><dd><code>c26d85598e496b35e5ae4d0867a58652c62541c505c12fab5a9d6ea0598b99a6</code></dd></div></dl></div>
     </section>
 
     <section class="twocol">
diff --git a/reports/review-studio.json b/reports/review-studio.json
index b045236..4294f43 100644
--- a/reports/review-studio.json
+++ b/reports/review-studio.json
@@ -43,7 +43,7 @@
       "key": "context-budget",
       "label": "上下文",
       "status": "pass",
-      "detail": "initial load 990/1000; deferred 477629/120000; top deferred scripts 422712; resource governance governed; quality density 131.3",
+      "detail": "initial load 990/1000; deferred 478069/120000; top deferred scripts 423106; resource governance governed; quality density 131.3",
       "evidence": "reports/context_budget.json",
       "link": "context_budget.md"
     },
@@ -186,6 +186,8 @@
           "label": "output eval cases",
           "kind": "eval",
           "line": 1,
+          "matched_pattern": "",
+          "excerpt": "{\"id\":\"skill-package-contract\",\"prompt\":\"Turn this repeated workflow into a reusable team skill package.\",\"baseline_output\":\"I can write a prompt for that workflow and include a s…",
           "exists": true,
           "link": "../evals/output/cases.jsonl"
         },
@@ -194,6 +196,8 @@
           "label": "output scorecard",
           "kind": "report",
           "line": 1,
+          "matched_pattern": "# Output",
+          "excerpt": "# Output Quality Scorecard",
           "exists": true,
           "link": "output_quality_scorecard.md"
         },
@@ -202,6 +206,8 @@
           "label": "output execution runs",
           "kind": "report",
           "line": 1,
+          "matched_pattern": "# Output Execution",
+          "excerpt": "# Output Execution Runs",
           "exists": true,
           "link": "output_execution_runs.md"
         },
@@ -210,6 +216,8 @@
           "label": "blind A/B review pack",
           "kind": "report",
           "line": 1,
+          "matched_pattern": "# Output Blind",
+          "excerpt": "# Output Blind A/B Review Pack",
           "exists": true,
           "link": "output_blind_review_pack.md"
         },
@@ -218,6 +226,8 @@
           "label": "reviewer cockpit",
           "kind": "report",
           "line": 6,
+          "matched_pattern": "Output Review Kit",
+          "excerpt": "<title>Output Review Kit</title>",
           "exists": true,
           "link": "output_review_kit.html"
         },
@@ -226,6 +236,8 @@
           "label": "review adjudication",
           "kind": "report",
           "line": 1,
+          "matched_pattern": "# Output Review",
+          "excerpt": "# Output Review Adjudication",
           "exists": true,
           "link": "output_review_adjudication.md"
         }
@@ -249,6 +261,8 @@
           "label": "waiver ledger",
           "kind": "report",
           "line": 1,
+          "matched_pattern": "# Review",
+          "excerpt": "# Review Waivers",
           "exists": true,
           "link": "review_waivers.md"
         },
@@ -257,6 +271,8 @@
           "label": "waiver method",
           "kind": "method",
           "line": 1,
+          "matched_pattern": "# Review",
+          "excerpt": "# Review Waiver Method",
           "exists": true,
           "link": "../references/review-waiver-method.md"
         }
@@ -280,6 +296,8 @@
           "label": "world-class evidence ledger",
           "kind": "report",
           "line": 1,
+          "matched_pattern": "# World-Class Evidence Ledger",
+          "excerpt": "# World-Class Evidence Ledger",
           "exists": true,
           "link": "world_class_evidence_ledger.md"
         },
@@ -288,6 +306,8 @@
           "label": "world-class evidence plan",
           "kind": "report",
           "line": 1,
+          "matched_pattern": "# World-Class Evidence Plan",
+          "excerpt": "# World-Class Evidence Plan",
           "exists": true,
           "link": "world_class_evidence_plan.md"
         },
@@ -296,6 +316,8 @@
           "label": "world-class evidence intake",
           "kind": "report",
           "line": 1,
+          "matched_pattern": "# World-Class Evidence Intake",
+          "excerpt": "# World-Class Evidence Intake",
           "exists": true,
           "link": "world_class_evidence_intake.md"
         },
@@ -304,6 +326,8 @@
           "label": "world-class submission review",
           "kind": "report",
           "line": 1,
+          "matched_pattern": "# World-Class Submission Review",
+          "excerpt": "# World-Class Submission Review",
           "exists": true,
           "link": "world_class_submission_review.md"
         },
@@ -312,6 +336,8 @@
           "label": "world-class claim guard",
           "kind": "report",
           "line": 1,
+          "matched_pattern": "# World-Class Claim Guard",
+          "excerpt": "# World-Class Claim Guard",
           "exists": true,
           "link": "world_class_claim_guard.md"
         },
@@ -320,6 +346,8 @@
           "label": "evidence intake schema",
           "kind": "schema",
           "line": 4,
+          "matched_pattern": "Yao World-Class Evidence Intake",
+          "excerpt": "\"title\": \"Yao World-Class Evidence Intake\",",
           "exists": true,
           "link": "../evidence/world_class/intake.schema.json"
         },
@@ -328,6 +356,8 @@
           "label": "provider intake template",
           "kind": "template",
           "line": 3,
+          "matched_pattern": "provider-holdout",
+          "excerpt": "\"evidence_key\": \"provider-holdout\",",
           "exists": true,
           "link": "../evidence/world_class/templates/provider-holdout.intake.json"
         },
@@ -336,6 +366,8 @@
           "label": "human intake template",
           "kind": "template",
           "line": 3,
+          "matched_pattern": "human-adjudication",
+          "excerpt": "\"evidence_key\": \"human-adjudication\",",
           "exists": true,
           "link": "../evidence/world_class/templates/human-adjudication.intake.json"
         },
@@ -344,6 +376,8 @@
           "label": "permission intake template",
           "kind": "template",
           "line": 3,
+          "matched_pattern": "native-permission-enforcement",
+          "excerpt": "\"evidence_key\": \"native-permission-enforcement\",",
           "exists": true,
           "link": "../evidence/world_class/templates/native-permission-enforcement.intake.json"
         },
@@ -352,6 +386,8 @@
           "label": "telemetry intake template",
           "kind": "template",
           "line": 3,
+          "matched_pattern": "native-client-telemetry",
+          "excerpt": "\"evidence_key\": \"native-client-telemetry\",",
           "exists": true,
           "link": "../evidence/world_class/templates/native-client-telemetry.intake.json"
         },
@@ -360,6 +396,8 @@
           "label": "Skill OS 2.0 audit",
           "kind": "report",
           "line": 1,
+          "matched_pattern": "# Skill OS",
+          "excerpt": "# Skill OS 2.0 Audit",
           "exists": true,
           "link": "skill_os2_audit.md"
         },
@@ -368,6 +406,8 @@
           "label": "human review decisions",
           "kind": "report",
           "line": 6,
+          "matched_pattern": "winner_variant",
+          "excerpt": "\"winner_variant\": \"Use A or B after reading the blind review pack. Leave blank when pending.\",",
           "exists": true,
           "link": "output_review_decisions.json"
         },
@@ -376,6 +416,8 @@
           "label": "runtime permission probes",
           "kind": "report",
           "line": 1,
+          "matched_pattern": "# Runtime",
+          "excerpt": "# Runtime Permission Probes",
           "exists": true,
           "link": "runtime_permission_probes.md"
         },
@@ -384,6 +426,8 @@
           "label": "adoption drift",
           "kind": "report",
           "line": 1,
+          "matched_pattern": "# Adoption",
+          "excerpt": "# Adoption And Drift Report",
           "exists": true,
           "link": "adoption_drift_report.md"
         }
@@ -785,7 +829,7 @@
           "label": "上下文成本",
           "score": 42,
           "reasons": [
-            "入口约 360 个词/字，references 约 16740 个词/字。",
+            "入口约 360 个词/字，references 约 16770 个词/字。",
             "分数越高代表上下文成本越低。",
             "上下文成本偏高，建议压缩入口或拆分 references。"
           ]
@@ -889,7 +933,7 @@
           "已生成 Output Review Adjudication，可记录盲评决策、一致率和待评审项。"
         ],
         "gaps": [
-          "上下文成本需要补强：入口约 360 个词/字，references 约 16740 个词/字。"
+          "上下文成本需要补强：入口约 360 个词/字，references 约 16770 个词/字。"
         ],
         "recommendations": [
           "先改触发边界，再扩展工作流。",
@@ -1684,9 +1728,9 @@
           "methodology_complete": true,
           "required_artifact_count": 25,
           "missing_artifact_count": 0,
-          "evidence_bundle_sha256": "164fa736727f9162f4c61860de8fb4c7b450c026c742c6f9233520578e25c860",
-          "source_contract_sha256": "8db4f8cfb8963484c2afb548453c44adca024b726e3f8cbd2ce1dcd4411cadfa",
-          "archive_sha256": "167bcde6bde563dfbffa949455c36bb55a70c4e7573bf166d9a4beb36cb95407",
+          "evidence_bundle_sha256": "95a01210eb2bacbef1d295e72bd60fdcce075db27930533679397b5aad82e4cf",
+          "source_contract_sha256": "f7b3e6749356356d3cc8b8e36bdf46a9eeedd6615f6831e033540d5bdda2b2bc",
+          "archive_sha256": "c26d85598e496b35e5ae4d0867a58652c62541c505c12fab5a9d6ea0598b99a6",
           "output_case_count": 5,
           "failure_disclosure_count": 3,
           "command_count": 23,
@@ -1708,7 +1752,7 @@
           "working_tree_dirty": false,
           "changed_file_count": 0
         },
-        "commit": "15c743370e53311292e7045b2ec93f3046838055",
+        "commit": "c325269f10a7c691646aefc5f48ca73e0a94542f",
         "missing_artifacts": [],
         "limitations": [
           "The git commit and dirty flag are generation-time context; the evidence bundle hash is the durable artifact anchor inside a committed report.",
@@ -1813,7 +1857,7 @@
         "interactive_script_count": 0,
         "package_hash_scope": "source-contract-without-generated-reports",
         "package_hash_file_count": 211,
-        "package_sha256": "8db4f8cfb8963484c2afb548453c44adca024b726e3f8cbd2ce1dcd4411cadfa"
+        "package_sha256": "f7b3e6749356356d3cc8b8e36bdf46a9eeedd6615f6831e033540d5bdda2b2bc"
       },
       "skill_atlas": {
         "skill_count": 12,
@@ -1851,8 +1895,8 @@
           "trust_level": "local",
           "license": "MIT",
           "checksums": {
-            "package_sha256": "8db4f8cfb8963484c2afb548453c44adca024b726e3f8cbd2ce1dcd4411cadfa",
-            "archive_sha256": "167bcde6bde563dfbffa949455c36bb55a70c4e7573bf166d9a4beb36cb95407"
+            "package_sha256": "f7b3e6749356356d3cc8b8e36bdf46a9eeedd6615f6831e033540d5bdda2b2bc",
+            "archive_sha256": "c26d85598e496b35e5ae4d0867a58652c62541c505c12fab5a9d6ea0598b99a6"
           },
           "compatibility": {
             "openai": "pass",
@@ -1883,7 +1927,7 @@
           },
           "distribution": {
             "archive_verified": true,
-            "archive_sha256": "167bcde6bde563dfbffa949455c36bb55a70c4e7573bf166d9a4beb36cb95407",
+            "archive_sha256": "c26d85598e496b35e5ae4d0867a58652c62541c505c12fab5a9d6ea0598b99a6",
             "package_verification": "reports/package_verification.json",
             "install_simulated": true,
             "install_simulation": "reports/install_simulation.json"
@@ -1899,7 +1943,7 @@
           "target_count": 4,
           "adapter_count": 4,
           "archive_present": true,
-          "archive_sha256": "167bcde6bde563dfbffa949455c36bb55a70c4e7573bf166d9a4beb36cb95407",
+          "archive_sha256": "c26d85598e496b35e5ae4d0867a58652c62541c505c12fab5a9d6ea0598b99a6",
           "archive_entry_count": 645,
           "failure_count": 0,
           "warning_count": 0
@@ -1978,12 +2022,12 @@
             {
               "field": "archive_sha256",
               "from": "",
-              "to": "167bcde6bde563dfbffa949455c36bb55a70c4e7573bf166d9a4beb36cb95407"
+              "to": "c26d85598e496b35e5ae4d0867a58652c62541c505c12fab5a9d6ea0598b99a6"
             },
             {
               "field": "package_sha256",
               "from": "0000000000000000000000000000000000000000000000000000000000000000",
-              "to": "8db4f8cfb8963484c2afb548453c44adca024b726e3f8cbd2ce1dcd4411cadfa"
+              "to": "f7b3e6749356356d3cc8b8e36bdf46a9eeedd6615f6831e033540d5bdda2b2bc"
             }
           ]
         },
@@ -5314,7 +5358,7 @@
       "ok": true,
       "generated_at": "2026-06-16",
       "skill_dir": ".",
-      "commit": "15c743370e53311292e7045b2ec93f3046838055",
+      "commit": "c325269f10a7c691646aefc5f48ca73e0a94542f",
       "git_status": {
         "available": true,
         "dirty": false,
@@ -5328,9 +5372,9 @@
         "methodology_complete": true,
         "required_artifact_count": 25,
         "missing_artifact_count": 0,
-        "evidence_bundle_sha256": "164fa736727f9162f4c61860de8fb4c7b450c026c742c6f9233520578e25c860",
-        "source_contract_sha256": "8db4f8cfb8963484c2afb548453c44adca024b726e3f8cbd2ce1dcd4411cadfa",
-        "archive_sha256": "167bcde6bde563dfbffa949455c36bb55a70c4e7573bf166d9a4beb36cb95407",
+        "evidence_bundle_sha256": "95a01210eb2bacbef1d295e72bd60fdcce075db27930533679397b5aad82e4cf",
+        "source_contract_sha256": "f7b3e6749356356d3cc8b8e36bdf46a9eeedd6615f6831e033540d5bdda2b2bc",
+        "archive_sha256": "c26d85598e496b35e5ae4d0867a58652c62541c505c12fab5a9d6ea0598b99a6",
         "output_case_count": 5,
         "failure_disclosure_count": 3,
         "command_count": 23,
@@ -5365,7 +5409,7 @@
       },
       "release_lock": {
         "ready": true,
-        "commit": "15c743370e53311292e7045b2ec93f3046838055",
+        "commit": "c325269f10a7c691646aefc5f48ca73e0a94542f",
         "status_scope": "generation-time status before this report is written",
         "reason": "clean generation-time HEAD"
       },
@@ -5375,7 +5419,7 @@
         "existing_count": 25,
         "missing_count": 0,
         "missing_paths": [],
-        "sha256": "164fa736727f9162f4c61860de8fb4c7b450c026c742c6f9233520578e25c860"
+        "sha256": "95a01210eb2bacbef1d295e72bd60fdcce075db27930533679397b5aad82e4cf"
       },
       "methodology": {
         "path": "reports/benchmark_methodology.md",
@@ -5484,7 +5528,7 @@
           "path": "reports/security_trust_report.json",
           "exists": true,
           "bytes": 117850,
-          "sha256": "5bbb008aaa73068d0986affe57f8026ea1833972803be020c589f9d09cc7c7ca"
+          "sha256": "10abf9ec2d104908bbdfa0d7b40c04977dd4c0c2361635d17f128e4ae2f0979a"
         },
         {
           "label": "python_compatibility",
@@ -5498,14 +5542,14 @@
           "path": "reports/registry_audit.json",
           "exists": true,
           "bytes": 3183,
-          "sha256": "b00d7a4a8953f54df1b46553aec850efbdb9040e09b7961aa36acd6ad49db6d3"
+          "sha256": "ed24d67c538e61177dc30c2a6a9ae1daca9f73db0d61312f65bd97364c49e91f"
         },
         {
           "label": "package_verification",
           "path": "reports/package_verification.json",
           "exists": true,
           "bytes": 19338,
-          "sha256": "1221d7d1d34d79156e6d6306864592dacf96f7250c40d84f7620f8474ac54790"
+          "sha256": "33b28ae80672acda503ef7fe032cecb5f80135f47e558b865da3bdbbd6a39250"
         },
         {
           "label": "install_simulation",
@@ -11754,7 +11798,7 @@
         "interactive_script_count": 0,
         "package_hash_scope": "source-contract-without-generated-reports",
         "package_hash_file_count": 211,
-        "package_sha256": "8db4f8cfb8963484c2afb548453c44adca024b726e3f8cbd2ce1dcd4411cadfa"
+        "package_sha256": "f7b3e6749356356d3cc8b8e36bdf46a9eeedd6615f6831e033540d5bdda2b2bc"
       },
       "failures": [],
       "warnings": [],
@@ -15940,6 +15984,13 @@
           "severity": "pass",
           "recommendation": "Break broad integration assertions into focused verifier helpers when the next behavior change lands."
         },
+        {
+          "path": "tests/verify_review_studio.py",
+          "lines": 803,
+          "kind": "test",
+          "severity": "pass",
+          "recommendation": "Break broad integration assertions into focused verifier helpers when the next behavior change lands."
+        },
         {
           "path": "scripts/skill_report_model.py",
           "lines": 800,
@@ -15947,13 +15998,6 @@
           "severity": "pass",
           "recommendation": "Watch this file before adding new responsibilities; extract a helper module when one concern dominates."
         },
-        {
-          "path": "tests/verify_review_studio.py",
-          "lines": 784,
-          "kind": "test",
-          "severity": "pass",
-          "recommendation": "Break broad integration assertions into focused verifier helpers when the next behavior change lands."
-        },
         {
           "path": "scripts/build_skill_atlas.py",
           "lines": 730,
@@ -15991,7 +16035,7 @@
         },
         {
           "path": "scripts/review_studio_layout.py",
-          "lines": 694,
+          "lines": 703,
           "kind": "internal-module",
           "severity": "pass",
           "recommendation": "Watch this file before adding new responsibilities; extract a helper module when one concern dominates."
@@ -16026,6 +16070,13 @@
           "severity": "pass",
           "recommendation": "Break broad integration assertions into focused verifier helpers when the next behavior change lands."
         },
+        {
+          "path": "tests/verify_review_studio.py",
+          "lines": 803,
+          "kind": "test",
+          "severity": "pass",
+          "recommendation": "Break broad integration assertions into focused verifier helpers when the next behavior change lands."
+        },
         {
           "path": "scripts/skill_report_model.py",
           "lines": 800,
@@ -16033,13 +16084,6 @@
           "severity": "pass",
           "recommendation": "Watch this file before adding new responsibilities; extract a helper module when one concern dominates."
         },
-        {
-          "path": "tests/verify_review_studio.py",
-          "lines": 784,
-          "kind": "test",
-          "severity": "pass",
-          "recommendation": "Break broad integration assertions into focused verifier helpers when the next behavior change lands."
-        },
         {
           "path": "scripts/build_skill_atlas.py",
           "lines": 730,
@@ -16077,20 +16121,20 @@
         "context_budget_tier": "production",
         "context_budget_limit": 1000,
         "skill_body_tokens": 797,
-        "other_text_tokens": 1035149,
+        "other_text_tokens": 1035917,
         "estimated_initial_load_tokens": 990,
-        "estimated_total_text_tokens": 1035946,
-        "deferred_resource_tokens": 477629,
+        "estimated_total_text_tokens": 1036714,
+        "deferred_resource_tokens": 478069,
         "deferred_resource_warn_threshold": 120000,
         "deferred_resource_dirs": [
           {
             "path": "scripts",
-            "estimated_tokens": 422712,
+            "estimated_tokens": 423106,
             "file_count": 121
           },
           {
             "path": "references",
-            "estimated_tokens": 27945,
+            "estimated_tokens": 27991,
             "file_count": 35
           },
           {
@@ -16107,7 +16151,7 @@
         "large_deferred_resource_dirs": [
           {
             "path": "scripts",
-            "estimated_tokens": 422712,
+            "estimated_tokens": 423106,
             "file_count": 121
           }
         ],
@@ -16130,7 +16174,7 @@
               ],
               "missing": [],
               "path": "scripts",
-              "estimated_tokens": 422712,
+              "estimated_tokens": 423106,
               "file_count": 121,
               "rationale": "Script resources are deterministic deferred tools, not initial-load prompt context."
             }
@@ -22009,8 +22053,8 @@
         "trust_level": "local",
         "license": "MIT",
         "checksums": {
-          "package_sha256": "8db4f8cfb8963484c2afb548453c44adca024b726e3f8cbd2ce1dcd4411cadfa",
-          "archive_sha256": "167bcde6bde563dfbffa949455c36bb55a70c4e7573bf166d9a4beb36cb95407"
+          "package_sha256": "f7b3e6749356356d3cc8b8e36bdf46a9eeedd6615f6831e033540d5bdda2b2bc",
+          "archive_sha256": "c26d85598e496b35e5ae4d0867a58652c62541c505c12fab5a9d6ea0598b99a6"
         },
         "compatibility": {
           "openai": "pass",
@@ -22041,7 +22085,7 @@
         },
         "distribution": {
           "archive_verified": true,
-          "archive_sha256": "167bcde6bde563dfbffa949455c36bb55a70c4e7573bf166d9a4beb36cb95407",
+          "archive_sha256": "c26d85598e496b35e5ae4d0867a58652c62541c505c12fab5a9d6ea0598b99a6",
           "package_verification": "reports/package_verification.json",
           "install_simulated": true,
           "install_simulation": "reports/install_simulation.json"
@@ -22066,7 +22110,7 @@
               "vscode"
             ],
             "package_metadata": "registry/packages/yao-meta-skill.json",
-            "package_sha256": "8db4f8cfb8963484c2afb548453c44adca024b726e3f8cbd2ce1dcd4411cadfa"
+            "package_sha256": "f7b3e6749356356d3cc8b8e36bdf46a9eeedd6615f6831e033540d5bdda2b2bc"
           }
         ]
       },
@@ -22089,7 +22133,7 @@
         "target_count": 4,
         "adapter_count": 4,
         "archive_present": true,
-        "archive_sha256": "167bcde6bde563dfbffa949455c36bb55a70c4e7573bf166d9a4beb36cb95407",
+        "archive_sha256": "c26d85598e496b35e5ae4d0867a58652c62541c505c12fab5a9d6ea0598b99a6",
         "archive_entry_count": 645,
         "failure_count": 0,
         "warning_count": 0
@@ -23097,12 +23141,12 @@
           {
             "field": "archive_sha256",
             "from": "",
-            "to": "167bcde6bde563dfbffa949455c36bb55a70c4e7573bf166d9a4beb36cb95407"
+            "to": "c26d85598e496b35e5ae4d0867a58652c62541c505c12fab5a9d6ea0598b99a6"
           },
           {
             "field": "package_sha256",
             "from": "0000000000000000000000000000000000000000000000000000000000000000",
-            "to": "8db4f8cfb8963484c2afb548453c44adca024b726e3f8cbd2ce1dcd4411cadfa"
+            "to": "f7b3e6749356356d3cc8b8e36bdf46a9eeedd6615f6831e033540d5bdda2b2bc"
           }
         ]
       },
diff --git a/reports/review-viewer.json b/reports/review-viewer.json
index 23d7453..1bbfcb4 100644
--- a/reports/review-viewer.json
+++ b/reports/review-viewer.json
@@ -102,7 +102,7 @@
         "label": "上下文成本",
         "score": 42,
         "reasons": [
-          "入口约 360 个词/字，references 约 16740 个词/字。",
+          "入口约 360 个词/字，references 约 16770 个词/字。",
           "分数越高代表上下文成本越低。",
           "上下文成本偏高，建议压缩入口或拆分 references。"
         ]
@@ -206,7 +206,7 @@
         "已生成 Output Review Adjudication，可记录盲评决策、一致率和待评审项。"
       ],
       "gaps": [
-        "上下文成本需要补强：入口约 360 个词/字，references 约 16740 个词/字。"
+        "上下文成本需要补强：入口约 360 个词/字，references 约 16770 个词/字。"
       ],
       "recommendations": [
         "先改触发边界，再扩展工作流。",
@@ -1001,9 +1001,9 @@
         "methodology_complete": true,
         "required_artifact_count": 25,
         "missing_artifact_count": 0,
-        "evidence_bundle_sha256": "164fa736727f9162f4c61860de8fb4c7b450c026c742c6f9233520578e25c860",
-        "source_contract_sha256": "8db4f8cfb8963484c2afb548453c44adca024b726e3f8cbd2ce1dcd4411cadfa",
-        "archive_sha256": "167bcde6bde563dfbffa949455c36bb55a70c4e7573bf166d9a4beb36cb95407",
+        "evidence_bundle_sha256": "95a01210eb2bacbef1d295e72bd60fdcce075db27930533679397b5aad82e4cf",
+        "source_contract_sha256": "f7b3e6749356356d3cc8b8e36bdf46a9eeedd6615f6831e033540d5bdda2b2bc",
+        "archive_sha256": "c26d85598e496b35e5ae4d0867a58652c62541c505c12fab5a9d6ea0598b99a6",
         "output_case_count": 5,
         "failure_disclosure_count": 3,
         "command_count": 23,
@@ -1025,7 +1025,7 @@
         "working_tree_dirty": false,
         "changed_file_count": 0
       },
-      "commit": "15c743370e53311292e7045b2ec93f3046838055",
+      "commit": "c325269f10a7c691646aefc5f48ca73e0a94542f",
       "missing_artifacts": [],
       "limitations": [
         "The git commit and dirty flag are generation-time context; the evidence bundle hash is the durable artifact anchor inside a committed report.",
@@ -1130,7 +1130,7 @@
       "interactive_script_count": 0,
       "package_hash_scope": "source-contract-without-generated-reports",
       "package_hash_file_count": 211,
-      "package_sha256": "8db4f8cfb8963484c2afb548453c44adca024b726e3f8cbd2ce1dcd4411cadfa"
+      "package_sha256": "f7b3e6749356356d3cc8b8e36bdf46a9eeedd6615f6831e033540d5bdda2b2bc"
     },
     "skill_atlas": {
       "skill_count": 12,
@@ -1168,8 +1168,8 @@
         "trust_level": "local",
         "license": "MIT",
         "checksums": {
-          "package_sha256": "8db4f8cfb8963484c2afb548453c44adca024b726e3f8cbd2ce1dcd4411cadfa",
-          "archive_sha256": "167bcde6bde563dfbffa949455c36bb55a70c4e7573bf166d9a4beb36cb95407"
+          "package_sha256": "f7b3e6749356356d3cc8b8e36bdf46a9eeedd6615f6831e033540d5bdda2b2bc",
+          "archive_sha256": "c26d85598e496b35e5ae4d0867a58652c62541c505c12fab5a9d6ea0598b99a6"
         },
         "compatibility": {
           "openai": "pass",
@@ -1200,7 +1200,7 @@
         },
         "distribution": {
           "archive_verified": true,
-          "archive_sha256": "167bcde6bde563dfbffa949455c36bb55a70c4e7573bf166d9a4beb36cb95407",
+          "archive_sha256": "c26d85598e496b35e5ae4d0867a58652c62541c505c12fab5a9d6ea0598b99a6",
           "package_verification": "reports/package_verification.json",
           "install_simulated": true,
           "install_simulation": "reports/install_simulation.json"
@@ -1216,7 +1216,7 @@
         "target_count": 4,
         "adapter_count": 4,
         "archive_present": true,
-        "archive_sha256": "167bcde6bde563dfbffa949455c36bb55a70c4e7573bf166d9a4beb36cb95407",
+        "archive_sha256": "c26d85598e496b35e5ae4d0867a58652c62541c505c12fab5a9d6ea0598b99a6",
         "archive_entry_count": 645,
         "failure_count": 0,
         "warning_count": 0
@@ -1295,12 +1295,12 @@
           {
             "field": "archive_sha256",
             "from": "",
-            "to": "167bcde6bde563dfbffa949455c36bb55a70c4e7573bf166d9a4beb36cb95407"
+            "to": "c26d85598e496b35e5ae4d0867a58652c62541c505c12fab5a9d6ea0598b99a6"
           },
           {
             "field": "package_sha256",
             "from": "0000000000000000000000000000000000000000000000000000000000000000",
-            "to": "8db4f8cfb8963484c2afb548453c44adca024b726e3f8cbd2ce1dcd4411cadfa"
+            "to": "f7b3e6749356356d3cc8b8e36bdf46a9eeedd6615f6831e033540d5bdda2b2bc"
           }
         ]
       },
diff --git a/reports/skill-interpretation.html b/reports/skill-interpretation.html
index f7d7c6c..d14535a 100644
--- a/reports/skill-interpretation.html
+++ b/reports/skill-interpretation.html
@@ -764,7 +764,7 @@
           <ul class="list"><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">Turn one-off experience into a reusable, evaluable, and portable skill package.</span></li><li><span data-lang="zh-CN">Skill 作者、复用团队和后续 reviewer。</span><span data-lang="en">Skill authors, reuse teams, and later reviewers.</span></li><li><span data-lang="zh-CN">创建完成后建议先打开 reports/skill-interpretation.html，再继续扩展包体。</span><span data-lang="en">After creation, open reports/skill-interpretation.html before expanding the package further.</span></li></ul>
         </aside>
       </div>
-      <div class="score-strip" aria-label="报告关键指标"><article class='score-chip'><span><span data-lang="zh-CN">完整度</span><span data-lang="en">Completeness</span></span><strong>100</strong><i style='--score:100%'></i><small><span data-lang="zh-CN">SKILL.md 已存在，是 Skill 的入口。</span><span data-lang="en">SKILL.md exists and acts as the skill entrypoint.</span></small></article><article class='score-chip'><span><span data-lang="zh-CN">触发清晰</span><span data-lang="en">Trigger clarity</span></span><strong>100</strong><i style='--score:100%'></i><small><span data-lang="zh-CN">frontmatter description 已存在，具备基础路由面。</span><span data-lang="en">The frontmatter description exists, giving the skill a basic routing surface.</span></small></article><article class='score-chip'><span><span data-lang="zh-CN">证据充分</span><span data-lang="en">Evidence depth</span></span><strong>100</strong><i style='--score:100%'></i><small><span data-lang="zh-CN">已生成 20 / 20 类报告证据。</span><span data-lang="en">Generated 20 / 20 evidence report types.</span></small></article><article class='score-chip'><span><span data-lang="zh-CN">上下文成本</span><span data-lang="en">Context cost</span></span><strong>42</strong><i style='--score:42%'></i><small><span data-lang="zh-CN">入口约 360 个词/字，references 约 16740 个词/字。</span><span data-lang="en">Entrypoint is about 360 words/characters; references are about 16740.</span></small></article></div>
+      <div class="score-strip" aria-label="报告关键指标"><article class='score-chip'><span><span data-lang="zh-CN">完整度</span><span data-lang="en">Completeness</span></span><strong>100</strong><i style='--score:100%'></i><small><span data-lang="zh-CN">SKILL.md 已存在，是 Skill 的入口。</span><span data-lang="en">SKILL.md exists and acts as the skill entrypoint.</span></small></article><article class='score-chip'><span><span data-lang="zh-CN">触发清晰</span><span data-lang="en">Trigger clarity</span></span><strong>100</strong><i style='--score:100%'></i><small><span data-lang="zh-CN">frontmatter description 已存在，具备基础路由面。</span><span data-lang="en">The frontmatter description exists, giving the skill a basic routing surface.</span></small></article><article class='score-chip'><span><span data-lang="zh-CN">证据充分</span><span data-lang="en">Evidence depth</span></span><strong>100</strong><i style='--score:100%'></i><small><span data-lang="zh-CN">已生成 20 / 20 类报告证据。</span><span data-lang="en">Generated 20 / 20 evidence report types.</span></small></article><article class='score-chip'><span><span data-lang="zh-CN">上下文成本</span><span data-lang="en">Context cost</span></span><strong>42</strong><i style='--score:42%'></i><small><span data-lang="zh-CN">入口约 360 个词/字，references 约 16770 个词/字。</span><span data-lang="en">Entrypoint is about 360 words/characters; references are about 16770.</span></small></article></div>
     </section>
 
     <section id="overview">
@@ -800,10 +800,10 @@
             <figure class="chart-figure" data-chart="radar"><svg viewBox="0 0 300 300" role="img" aria-label="评分雷达"><text data-lang="zh-CN" x="20" y="28" class="chart-title">评分雷达</text><text data-lang="en" x="20" y="28" class="chart-title">Rating Radar</text><polygon points="150.0,127.0 171.9,142.9 163.5,168.6 136.5,168.6 128.1,142.9" fill="none" stroke="#e8e6dc" stroke-width="1"/><polygon points="150.0,104.0 193.7,135.8 177.0,187.2 123.0,187.2 106.3,135.8" fill="none" stroke="#e8e6dc" stroke-width="1"/><polygon points="150.0,81.0 215.6,128.7 190.6,205.8 109.4,205.8 84.4,128.7" fill="none" stroke="#e8e6dc" stroke-width="1"/><polygon points="150.0,58.0 237.5,121.6 204.1,224.4 95.9,224.4 62.5,121.6" fill="none" stroke="#e8e6dc" stroke-width="1"/><polygon points="150.0,58.0 237.5,121.6 204.1,224.4 95.9,224.4 62.5,121.6" fill="#E4ECF5" stroke="#1B365D" stroke-width="2"/><text data-lang="zh-CN" x="150.0" y="26.0" text-anchor="middle" dominant-baseline="middle">完整度</text><text data-lang="en" x="150.0" y="26.0" text-anchor="middle" dominant-baseline="middle">Completeness</text><text data-lang="zh-CN" x="267.9" y="111.7" text-anchor="middle" dominant-baseline="middle">触发清晰</text><text data-lang="en" x="267.9" y="111.7" text-anchor="middle" dominant-baseline="middle">Trigger clarity</text><text data-lang="zh-CN" x="222.9" y="250.3" text-anchor="middle" dominant-baseline="middle">证据充分</text><text data-lang="en" x="222.9" y="250.3" text-anchor="middle" dominant-baseline="middle">Evidence depth</text><text data-lang="zh-CN" x="77.1" y="250.3" text-anchor="middle" dominant-baseline="middle">可维护性</text><text data-lang="en" x="77.1" y="250.3" text-anchor="middle" dominant-baseline="middle">Maintainability</text><text data-lang="zh-CN" x="32.1" y="111.7" text-anchor="middle" dominant-baseline="middle">可迁移性</text><text data-lang="en" x="32.1" y="111.7" text-anchor="middle" dominant-baseline="middle">Portability</text></svg><figcaption><span data-lang="zh-CN">评分雷达展示结构完整度、触发边界、证据、维护和迁移的相对强弱。</span><span data-lang="en">The radar chart compares completeness, trigger clarity, evidence, maintainability, and portability.</span></figcaption></figure>
             <article class="panel metrics-note metrics-summary-panel">
               <h3><span data-lang="zh-CN">成熟度条</span><span data-lang="en">Maturity Bar</span></h3>
-              <ol class='metric-summary-list'><li><span class='metric-status'><span data-lang="zh-CN">稳定</span><span data-lang="en">Stable</span></span><b><span data-lang="zh-CN">完整度</span><span data-lang="en">Completeness</span></b><em>100</em><small><span data-lang="zh-CN">SKILL.md 已存在，是 Skill 的入口。</span><span data-lang="en">SKILL.md exists and acts as the skill entrypoint.</span></small></li><li><span class='metric-status'><span data-lang="zh-CN">稳定</span><span data-lang="en">Stable</span></span><b><span data-lang="zh-CN">触发清晰</span><span data-lang="en">Trigger clarity</span></b><em>100</em><small><span data-lang="zh-CN">frontmatter description 已存在，具备基础路由面。</span><span data-lang="en">The frontmatter description exists, giving the skill a basic routing surface.</span></small></li><li><span class='metric-status'><span data-lang="zh-CN">稳定</span><span data-lang="en">Stable</span></span><b><span data-lang="zh-CN">证据充分</span><span data-lang="en">Evidence depth</span></b><em>100</em><small><span data-lang="zh-CN">已生成 20 / 20 类报告证据。</span><span data-lang="en">Generated 20 / 20 evidence report types.</span></small></li><li><span class='metric-status'><span data-lang="zh-CN">稳定</span><span data-lang="en">Stable</span></span><b><span data-lang="zh-CN">可维护性</span><span data-lang="en">Maintainability</span></b><em>100</em><small><span data-lang="zh-CN">SKILL.md 约 360 个词/字。</span><span data-lang="en">SKILL.md is about 360 words/characters.</span></small></li><li><span class='metric-status'><span data-lang="zh-CN">稳定</span><span data-lang="en">Stable</span></span><b><span data-lang="zh-CN">可迁移性</span><span data-lang="en">Portability</span></b><em>100</em><small><span data-lang="zh-CN">agents/interface.yaml 已存在。</span><span data-lang="en">agents/interface.yaml exists.</span></small></li><li><span class='metric-status'><span data-lang="zh-CN">关注</span><span data-lang="en">Watch</span></span><b><span data-lang="zh-CN">上下文成本</span><span data-lang="en">Context cost</span></b><em>42</em><small><span data-lang="zh-CN">入口约 360 个词/字，references 约 16740 个词/字。</span><span data-lang="en">Entrypoint is about 360 words/characters; references are about 16740.</span></small></li></ol>
+              <ol class='metric-summary-list'><li><span class='metric-status'><span data-lang="zh-CN">稳定</span><span data-lang="en">Stable</span></span><b><span data-lang="zh-CN">完整度</span><span data-lang="en">Completeness</span></b><em>100</em><small><span data-lang="zh-CN">SKILL.md 已存在，是 Skill 的入口。</span><span data-lang="en">SKILL.md exists and acts as the skill entrypoint.</span></small></li><li><span class='metric-status'><span data-lang="zh-CN">稳定</span><span data-lang="en">Stable</span></span><b><span data-lang="zh-CN">触发清晰</span><span data-lang="en">Trigger clarity</span></b><em>100</em><small><span data-lang="zh-CN">frontmatter description 已存在，具备基础路由面。</span><span data-lang="en">The frontmatter description exists, giving the skill a basic routing surface.</span></small></li><li><span class='metric-status'><span data-lang="zh-CN">稳定</span><span data-lang="en">Stable</span></span><b><span data-lang="zh-CN">证据充分</span><span data-lang="en">Evidence depth</span></b><em>100</em><small><span data-lang="zh-CN">已生成 20 / 20 类报告证据。</span><span data-lang="en">Generated 20 / 20 evidence report types.</span></small></li><li><span class='metric-status'><span data-lang="zh-CN">稳定</span><span data-lang="en">Stable</span></span><b><span data-lang="zh-CN">可维护性</span><span data-lang="en">Maintainability</span></b><em>100</em><small><span data-lang="zh-CN">SKILL.md 约 360 个词/字。</span><span data-lang="en">SKILL.md is about 360 words/characters.</span></small></li><li><span class='metric-status'><span data-lang="zh-CN">稳定</span><span data-lang="en">Stable</span></span><b><span data-lang="zh-CN">可迁移性</span><span data-lang="en">Portability</span></b><em>100</em><small><span data-lang="zh-CN">agents/interface.yaml 已存在。</span><span data-lang="en">agents/interface.yaml exists.</span></small></li><li><span class='metric-status'><span data-lang="zh-CN">关注</span><span data-lang="en">Watch</span></span><b><span data-lang="zh-CN">上下文成本</span><span data-lang="en">Context cost</span></b><em>42</em><small><span data-lang="zh-CN">入口约 360 个词/字，references 约 16770 个词/字。</span><span data-lang="en">Entrypoint is about 360 words/characters; references are about 16770.</span></small></li></ol>
             </article>
           </div>
-          <div class="metric-grid metric-detail-grid"><article class='metric-card'><div class='metric-card-head'><span class='metric-label'><span data-lang="zh-CN">完整度</span><span data-lang="en">Completeness</span></span><strong>100</strong></div><div class='metric-card-body'><ul class="compact-list"><li><span data-lang="zh-CN">SKILL.md 已存在，是 Skill 的入口。</span><span data-lang="en">SKILL.md exists and acts as the skill entrypoint.</span></li><li><span data-lang="zh-CN">README.md 已存在，便于人工阅读。</span><span data-lang="en">README.md exists for human-readable usage.</span></li><li><span data-lang="zh-CN">agents/interface.yaml 已存在，便于跨平台适配。</span><span data-lang="en">agents/interface.yaml exists for cross-platform adaptation.</span></li></ul></div></article><article class='metric-card'><div class='metric-card-head'><span class='metric-label'><span data-lang="zh-CN">触发清晰</span><span data-lang="en">Trigger clarity</span></span><strong>100</strong></div><div class='metric-card-body'><ul class="compact-list"><li><span data-lang="zh-CN">frontmatter description 已存在，具备基础路由面。</span><span data-lang="en">The frontmatter description exists, giving the skill a basic routing surface.</span></li><li><span data-lang="zh-CN">description 有足够长度说明任务边界。</span><span data-lang="en">The description is long enough to explain the task boundary.</span></li><li><span data-lang="zh-CN">description 已包含使用场景或排除边界信号。</span><span data-lang="en">The description includes usage-scenario or exclusion-boundary signals.</span></li></ul></div></article><article class='metric-card'><div class='metric-card-head'><span class='metric-label'><span data-lang="zh-CN">证据充分</span><span data-lang="en">Evidence depth</span></span><strong>100</strong></div><div class='metric-card-body'><ul class="compact-list"><li><span data-lang="zh-CN">已生成 20 / 20 类报告证据。</span><span data-lang="en">Generated 20 / 20 evidence report types.</span></li><li><span data-lang="zh-CN">skill-ir.json 已存在。</span><span data-lang="en">Skill-specific source text is authored in Chinese; switch to Simplified Chinese for the exact wording.</span></li><li><span data-lang="zh-CN">compiled_targets.json 已存在。</span><span data-lang="en">Skill-specific source text is authored in Chinese; switch to Simplified Chinese for the exact wording.</span></li></ul></div></article><article class='metric-card'><div class='metric-card-head'><span class='metric-label'><span data-lang="zh-CN">可维护性</span><span data-lang="en">Maintainability</span></span><strong>100</strong></div><div class='metric-card-body'><ul class="compact-list"><li><span data-lang="zh-CN">SKILL.md 约 360 个词/字。</span><span data-lang="en">SKILL.md is about 360 words/characters.</span></li><li><span data-lang="zh-CN">入口文件保持克制，可维护性较好。</span><span data-lang="en">The entrypoint stays restrained, which supports maintainability.</span></li><li><span data-lang="zh-CN">references/ 已承载扩展指导。</span><span data-lang="en">references/ carries extended guidance.</span></li></ul></div></article><article class='metric-card'><div class='metric-card-head'><span class='metric-label'><span data-lang="zh-CN">可迁移性</span><span data-lang="en">Portability</span></span><strong>100</strong></div><div class='metric-card-body'><ul class="compact-list"><li><span data-lang="zh-CN">agents/interface.yaml 已存在。</span><span data-lang="en">agents/interface.yaml exists.</span></li><li><span data-lang="zh-CN">manifest.json 已存在。</span><span data-lang="en">manifest.json exists.</span></li><li><span data-lang="zh-CN">目标平台或 adapter target 已声明。</span><span data-lang="en">Target platforms or adapter targets are declared.</span></li></ul></div></article><article class='metric-card'><div class='metric-card-head'><span class='metric-label'><span data-lang="zh-CN">上下文成本</span><span data-lang="en">Context cost</span></span><strong>42</strong></div><div class='metric-card-body'><ul class="compact-list"><li><span data-lang="zh-CN">入口约 360 个词/字，references 约 16740 个词/字。</span><span data-lang="en">Entrypoint is about 360 words/characters; references are about 16740.</span></li><li><span data-lang="zh-CN">分数越高代表上下文成本越低。</span><span data-lang="en">A higher score means lower context cost.</span></li><li><span data-lang="zh-CN">上下文成本偏高，建议压缩入口或拆分 references。</span><span data-lang="en">Context cost is high; compress the entrypoint or split references further.</span></li></ul></div></article></div>
+          <div class="metric-grid metric-detail-grid"><article class='metric-card'><div class='metric-card-head'><span class='metric-label'><span data-lang="zh-CN">完整度</span><span data-lang="en">Completeness</span></span><strong>100</strong></div><div class='metric-card-body'><ul class="compact-list"><li><span data-lang="zh-CN">SKILL.md 已存在，是 Skill 的入口。</span><span data-lang="en">SKILL.md exists and acts as the skill entrypoint.</span></li><li><span data-lang="zh-CN">README.md 已存在，便于人工阅读。</span><span data-lang="en">README.md exists for human-readable usage.</span></li><li><span data-lang="zh-CN">agents/interface.yaml 已存在，便于跨平台适配。</span><span data-lang="en">agents/interface.yaml exists for cross-platform adaptation.</span></li></ul></div></article><article class='metric-card'><div class='metric-card-head'><span class='metric-label'><span data-lang="zh-CN">触发清晰</span><span data-lang="en">Trigger clarity</span></span><strong>100</strong></div><div class='metric-card-body'><ul class="compact-list"><li><span data-lang="zh-CN">frontmatter description 已存在，具备基础路由面。</span><span data-lang="en">The frontmatter description exists, giving the skill a basic routing surface.</span></li><li><span data-lang="zh-CN">description 有足够长度说明任务边界。</span><span data-lang="en">The description is long enough to explain the task boundary.</span></li><li><span data-lang="zh-CN">description 已包含使用场景或排除边界信号。</span><span data-lang="en">The description includes usage-scenario or exclusion-boundary signals.</span></li></ul></div></article><article class='metric-card'><div class='metric-card-head'><span class='metric-label'><span data-lang="zh-CN">证据充分</span><span data-lang="en">Evidence depth</span></span><strong>100</strong></div><div class='metric-card-body'><ul class="compact-list"><li><span data-lang="zh-CN">已生成 20 / 20 类报告证据。</span><span data-lang="en">Generated 20 / 20 evidence report types.</span></li><li><span data-lang="zh-CN">skill-ir.json 已存在。</span><span data-lang="en">Skill-specific source text is authored in Chinese; switch to Simplified Chinese for the exact wording.</span></li><li><span data-lang="zh-CN">compiled_targets.json 已存在。</span><span data-lang="en">Skill-specific source text is authored in Chinese; switch to Simplified Chinese for the exact wording.</span></li></ul></div></article><article class='metric-card'><div class='metric-card-head'><span class='metric-label'><span data-lang="zh-CN">可维护性</span><span data-lang="en">Maintainability</span></span><strong>100</strong></div><div class='metric-card-body'><ul class="compact-list"><li><span data-lang="zh-CN">SKILL.md 约 360 个词/字。</span><span data-lang="en">SKILL.md is about 360 words/characters.</span></li><li><span data-lang="zh-CN">入口文件保持克制，可维护性较好。</span><span data-lang="en">The entrypoint stays restrained, which supports maintainability.</span></li><li><span data-lang="zh-CN">references/ 已承载扩展指导。</span><span data-lang="en">references/ carries extended guidance.</span></li></ul></div></article><article class='metric-card'><div class='metric-card-head'><span class='metric-label'><span data-lang="zh-CN">可迁移性</span><span data-lang="en">Portability</span></span><strong>100</strong></div><div class='metric-card-body'><ul class="compact-list"><li><span data-lang="zh-CN">agents/interface.yaml 已存在。</span><span data-lang="en">agents/interface.yaml exists.</span></li><li><span data-lang="zh-CN">manifest.json 已存在。</span><span data-lang="en">manifest.json exists.</span></li><li><span data-lang="zh-CN">目标平台或 adapter target 已声明。</span><span data-lang="en">Target platforms or adapter targets are declared.</span></li></ul></div></article><article class='metric-card'><div class='metric-card-head'><span class='metric-label'><span data-lang="zh-CN">上下文成本</span><span data-lang="en">Context cost</span></span><strong>42</strong></div><div class='metric-card-body'><ul class="compact-list"><li><span data-lang="zh-CN">入口约 360 个词/字，references 约 16770 个词/字。</span><span data-lang="en">Entrypoint is about 360 words/characters; references are about 16770.</span></li><li><span data-lang="zh-CN">分数越高代表上下文成本越低。</span><span data-lang="en">A higher score means lower context cost.</span></li><li><span data-lang="zh-CN">上下文成本偏高，建议压缩入口或拆分 references。</span><span data-lang="en">Context cost is high; compress the entrypoint or split references further.</span></li></ul></div></article></div>
         </div>
       </div>
     </section>
@@ -878,7 +878,7 @@
         <div>
           <table>
             <thead><tr><th><span data-lang="zh-CN">类型</span><span data-lang="en">Type</span></th><th><span data-lang="zh-CN">证据</span><span data-lang="en">Evidence</span></th><th><span data-lang="zh-CN">建议</span><span data-lang="en">Action</span></th></tr></thead>
-            <tbody><tr><td><span data-lang="zh-CN">强项</span><span data-lang="en">Strength</span></td><td><span data-lang="zh-CN">触发面保持精简，并锚定在 frontmatter description。</span><span data-lang="en">The trigger surface stays lean and anchored in the frontmatter description.</span></td><td><span data-lang="zh-CN">保留并复用</span><span data-lang="en">Keep</span></td></tr><tr><td><span data-lang="zh-CN">强项</span><span data-lang="en">Strength</span></td><td><span data-lang="zh-CN">已生成 Skill IR，核心语义可先于平台打包被审查和迁移。</span><span data-lang="en">Skill IR is generated so core semantics can be reviewed and migrated before platform packaging.</span></td><td><span data-lang="zh-CN">保留并复用</span><span data-lang="en">Keep</span></td></tr><tr><td><span data-lang="zh-CN">强项</span><span data-lang="en">Strength</span></td><td><span data-lang="zh-CN">已生成目标编译报告，可审查 IR 到 OpenAI、Claude、generic 等目标契约的映射。</span><span data-lang="en">Target compilation evidence is generated to review how IR maps to OpenAI, Claude, generic, and other target contracts.</span></td><td><span data-lang="zh-CN">保留并复用</span><span data-lang="en">Keep</span></td></tr><tr><td><span data-lang="zh-CN">缺口</span><span data-lang="en">Gap</span></td><td><span data-lang="zh-CN">上下文成本需要补强：入口约 360 个词/字，references 约 16740 个词/字。</span><span data-lang="en">Context cost needs improvement: Entrypoint is about 360 words/characters; references are about 16740.</span></td><td><span data-lang="zh-CN">纳入下一轮修复</span><span data-lang="en">Fix next</span></td></tr></tbody>
+            <tbody><tr><td><span data-lang="zh-CN">强项</span><span data-lang="en">Strength</span></td><td><span data-lang="zh-CN">触发面保持精简，并锚定在 frontmatter description。</span><span data-lang="en">The trigger surface stays lean and anchored in the frontmatter description.</span></td><td><span data-lang="zh-CN">保留并复用</span><span data-lang="en">Keep</span></td></tr><tr><td><span data-lang="zh-CN">强项</span><span data-lang="en">Strength</span></td><td><span data-lang="zh-CN">已生成 Skill IR，核心语义可先于平台打包被审查和迁移。</span><span data-lang="en">Skill IR is generated so core semantics can be reviewed and migrated before platform packaging.</span></td><td><span data-lang="zh-CN">保留并复用</span><span data-lang="en">Keep</span></td></tr><tr><td><span data-lang="zh-CN">强项</span><span data-lang="en">Strength</span></td><td><span data-lang="zh-CN">已生成目标编译报告，可审查 IR 到 OpenAI、Claude、generic 等目标契约的映射。</span><span data-lang="en">Target compilation evidence is generated to review how IR maps to OpenAI, Claude, generic, and other target contracts.</span></td><td><span data-lang="zh-CN">保留并复用</span><span data-lang="en">Keep</span></td></tr><tr><td><span data-lang="zh-CN">缺口</span><span data-lang="en">Gap</span></td><td><span data-lang="zh-CN">上下文成本需要补强：入口约 360 个词/字，references 约 16770 个词/字。</span><span data-lang="en">Context cost needs improvement: Entrypoint is about 360 words/characters; references are about 16770.</span></td><td><span data-lang="zh-CN">纳入下一轮修复</span><span data-lang="en">Fix next</span></td></tr></tbody>
           </table>
           <div class="two-col quality-panels">
             <article class="panel">
diff --git a/reports/skill-interpretation.json b/reports/skill-interpretation.json
index 0f2850f..0a38613 100644
--- a/reports/skill-interpretation.json
+++ b/reports/skill-interpretation.json
@@ -102,7 +102,7 @@
       "label": "上下文成本",
       "score": 42,
       "reasons": [
-        "入口约 360 个词/字，references 约 16740 个词/字。",
+        "入口约 360 个词/字，references 约 16770 个词/字。",
         "分数越高代表上下文成本越低。",
         "上下文成本偏高，建议压缩入口或拆分 references。"
       ]
@@ -206,7 +206,7 @@
       "已生成 Output Review Adjudication，可记录盲评决策、一致率和待评审项。"
     ],
     "gaps": [
-      "上下文成本需要补强：入口约 360 个词/字，references 约 16740 个词/字。"
+      "上下文成本需要补强：入口约 360 个词/字，references 约 16770 个词/字。"
     ],
     "recommendations": [
       "先改触发边界，再扩展工作流。",
@@ -1005,9 +1005,9 @@
       "methodology_complete": true,
       "required_artifact_count": 25,
       "missing_artifact_count": 0,
-      "evidence_bundle_sha256": "164fa736727f9162f4c61860de8fb4c7b450c026c742c6f9233520578e25c860",
-      "source_contract_sha256": "8db4f8cfb8963484c2afb548453c44adca024b726e3f8cbd2ce1dcd4411cadfa",
-      "archive_sha256": "167bcde6bde563dfbffa949455c36bb55a70c4e7573bf166d9a4beb36cb95407",
+      "evidence_bundle_sha256": "95a01210eb2bacbef1d295e72bd60fdcce075db27930533679397b5aad82e4cf",
+      "source_contract_sha256": "f7b3e6749356356d3cc8b8e36bdf46a9eeedd6615f6831e033540d5bdda2b2bc",
+      "archive_sha256": "c26d85598e496b35e5ae4d0867a58652c62541c505c12fab5a9d6ea0598b99a6",
       "output_case_count": 5,
       "failure_disclosure_count": 3,
       "command_count": 23,
@@ -1029,7 +1029,7 @@
       "working_tree_dirty": false,
       "changed_file_count": 0
     },
-    "commit": "15c743370e53311292e7045b2ec93f3046838055",
+    "commit": "c325269f10a7c691646aefc5f48ca73e0a94542f",
     "missing_artifacts": [],
     "limitations": [
       "The git commit and dirty flag are generation-time context; the evidence bundle hash is the durable artifact anchor inside a committed report.",
@@ -1134,7 +1134,7 @@
     "interactive_script_count": 0,
     "package_hash_scope": "source-contract-without-generated-reports",
     "package_hash_file_count": 211,
-    "package_sha256": "8db4f8cfb8963484c2afb548453c44adca024b726e3f8cbd2ce1dcd4411cadfa"
+    "package_sha256": "f7b3e6749356356d3cc8b8e36bdf46a9eeedd6615f6831e033540d5bdda2b2bc"
   },
   "skill_atlas": {
     "skill_count": 12,
@@ -1172,8 +1172,8 @@
       "trust_level": "local",
       "license": "MIT",
       "checksums": {
-        "package_sha256": "8db4f8cfb8963484c2afb548453c44adca024b726e3f8cbd2ce1dcd4411cadfa",
-        "archive_sha256": "167bcde6bde563dfbffa949455c36bb55a70c4e7573bf166d9a4beb36cb95407"
+        "package_sha256": "f7b3e6749356356d3cc8b8e36bdf46a9eeedd6615f6831e033540d5bdda2b2bc",
+        "archive_sha256": "c26d85598e496b35e5ae4d0867a58652c62541c505c12fab5a9d6ea0598b99a6"
       },
       "compatibility": {
         "openai": "pass",
@@ -1204,7 +1204,7 @@
       },
       "distribution": {
         "archive_verified": true,
-        "archive_sha256": "167bcde6bde563dfbffa949455c36bb55a70c4e7573bf166d9a4beb36cb95407",
+        "archive_sha256": "c26d85598e496b35e5ae4d0867a58652c62541c505c12fab5a9d6ea0598b99a6",
         "package_verification": "reports/package_verification.json",
         "install_simulated": true,
         "install_simulation": "reports/install_simulation.json"
@@ -1220,7 +1220,7 @@
       "target_count": 4,
       "adapter_count": 4,
       "archive_present": true,
-      "archive_sha256": "167bcde6bde563dfbffa949455c36bb55a70c4e7573bf166d9a4beb36cb95407",
+      "archive_sha256": "c26d85598e496b35e5ae4d0867a58652c62541c505c12fab5a9d6ea0598b99a6",
       "archive_entry_count": 645,
       "failure_count": 0,
       "warning_count": 0
@@ -1299,12 +1299,12 @@
         {
           "field": "archive_sha256",
           "from": "",
-          "to": "167bcde6bde563dfbffa949455c36bb55a70c4e7573bf166d9a4beb36cb95407"
+          "to": "c26d85598e496b35e5ae4d0867a58652c62541c505c12fab5a9d6ea0598b99a6"
         },
         {
           "field": "package_sha256",
           "from": "0000000000000000000000000000000000000000000000000000000000000000",
-          "to": "8db4f8cfb8963484c2afb548453c44adca024b726e3f8cbd2ce1dcd4411cadfa"
+          "to": "f7b3e6749356356d3cc8b8e36bdf46a9eeedd6615f6831e033540d5bdda2b2bc"
         }
       ]
     },
diff --git a/reports/skill-overview.html b/reports/skill-overview.html
index 41a77ff..497f242 100644
--- a/reports/skill-overview.html
+++ b/reports/skill-overview.html
@@ -764,7 +764,7 @@
           <ul class="list"><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">Turn one-off experience into a reusable, evaluable, and portable skill package.</span></li><li><span data-lang="zh-CN">Skill 作者、复用团队和后续 reviewer。</span><span data-lang="en">Skill authors, reuse teams, and later reviewers.</span></li><li><span data-lang="zh-CN">创建完成后建议先打开 reports/skill-overview.html，再继续扩展包体。</span><span data-lang="en">After creation, open reports/skill-overview.html before expanding the package further.</span></li></ul>
         </aside>
       </div>
-      <div class="score-strip" aria-label="报告关键指标"><article class='score-chip'><span><span data-lang="zh-CN">完整度</span><span data-lang="en">Completeness</span></span><strong>100</strong><i style='--score:100%'></i><small><span data-lang="zh-CN">SKILL.md 已存在，是 Skill 的入口。</span><span data-lang="en">SKILL.md exists and acts as the skill entrypoint.</span></small></article><article class='score-chip'><span><span data-lang="zh-CN">触发清晰</span><span data-lang="en">Trigger clarity</span></span><strong>100</strong><i style='--score:100%'></i><small><span data-lang="zh-CN">frontmatter description 已存在，具备基础路由面。</span><span data-lang="en">The frontmatter description exists, giving the skill a basic routing surface.</span></small></article><article class='score-chip'><span><span data-lang="zh-CN">证据充分</span><span data-lang="en">Evidence depth</span></span><strong>100</strong><i style='--score:100%'></i><small><span data-lang="zh-CN">已生成 20 / 20 类报告证据。</span><span data-lang="en">Generated 20 / 20 evidence report types.</span></small></article><article class='score-chip'><span><span data-lang="zh-CN">上下文成本</span><span data-lang="en">Context cost</span></span><strong>42</strong><i style='--score:42%'></i><small><span data-lang="zh-CN">入口约 360 个词/字，references 约 16740 个词/字。</span><span data-lang="en">Entrypoint is about 360 words/characters; references are about 16740.</span></small></article></div>
+      <div class="score-strip" aria-label="报告关键指标"><article class='score-chip'><span><span data-lang="zh-CN">完整度</span><span data-lang="en">Completeness</span></span><strong>100</strong><i style='--score:100%'></i><small><span data-lang="zh-CN">SKILL.md 已存在，是 Skill 的入口。</span><span data-lang="en">SKILL.md exists and acts as the skill entrypoint.</span></small></article><article class='score-chip'><span><span data-lang="zh-CN">触发清晰</span><span data-lang="en">Trigger clarity</span></span><strong>100</strong><i style='--score:100%'></i><small><span data-lang="zh-CN">frontmatter description 已存在，具备基础路由面。</span><span data-lang="en">The frontmatter description exists, giving the skill a basic routing surface.</span></small></article><article class='score-chip'><span><span data-lang="zh-CN">证据充分</span><span data-lang="en">Evidence depth</span></span><strong>100</strong><i style='--score:100%'></i><small><span data-lang="zh-CN">已生成 20 / 20 类报告证据。</span><span data-lang="en">Generated 20 / 20 evidence report types.</span></small></article><article class='score-chip'><span><span data-lang="zh-CN">上下文成本</span><span data-lang="en">Context cost</span></span><strong>42</strong><i style='--score:42%'></i><small><span data-lang="zh-CN">入口约 360 个词/字，references 约 16770 个词/字。</span><span data-lang="en">Entrypoint is about 360 words/characters; references are about 16770.</span></small></article></div>
     </section>
 
     <section id="overview">
@@ -800,10 +800,10 @@
             <figure class="chart-figure" data-chart="radar"><svg viewBox="0 0 300 300" role="img" aria-label="评分雷达"><text data-lang="zh-CN" x="20" y="28" class="chart-title">评分雷达</text><text data-lang="en" x="20" y="28" class="chart-title">Rating Radar</text><polygon points="150.0,127.0 171.9,142.9 163.5,168.6 136.5,168.6 128.1,142.9" fill="none" stroke="#e8e6dc" stroke-width="1"/><polygon points="150.0,104.0 193.7,135.8 177.0,187.2 123.0,187.2 106.3,135.8" fill="none" stroke="#e8e6dc" stroke-width="1"/><polygon points="150.0,81.0 215.6,128.7 190.6,205.8 109.4,205.8 84.4,128.7" fill="none" stroke="#e8e6dc" stroke-width="1"/><polygon points="150.0,58.0 237.5,121.6 204.1,224.4 95.9,224.4 62.5,121.6" fill="none" stroke="#e8e6dc" stroke-width="1"/><polygon points="150.0,58.0 237.5,121.6 204.1,224.4 95.9,224.4 62.5,121.6" fill="#E4ECF5" stroke="#1B365D" stroke-width="2"/><text data-lang="zh-CN" x="150.0" y="26.0" text-anchor="middle" dominant-baseline="middle">完整度</text><text data-lang="en" x="150.0" y="26.0" text-anchor="middle" dominant-baseline="middle">Completeness</text><text data-lang="zh-CN" x="267.9" y="111.7" text-anchor="middle" dominant-baseline="middle">触发清晰</text><text data-lang="en" x="267.9" y="111.7" text-anchor="middle" dominant-baseline="middle">Trigger clarity</text><text data-lang="zh-CN" x="222.9" y="250.3" text-anchor="middle" dominant-baseline="middle">证据充分</text><text data-lang="en" x="222.9" y="250.3" text-anchor="middle" dominant-baseline="middle">Evidence depth</text><text data-lang="zh-CN" x="77.1" y="250.3" text-anchor="middle" dominant-baseline="middle">可维护性</text><text data-lang="en" x="77.1" y="250.3" text-anchor="middle" dominant-baseline="middle">Maintainability</text><text data-lang="zh-CN" x="32.1" y="111.7" text-anchor="middle" dominant-baseline="middle">可迁移性</text><text data-lang="en" x="32.1" y="111.7" text-anchor="middle" dominant-baseline="middle">Portability</text></svg><figcaption><span data-lang="zh-CN">评分雷达展示结构完整度、触发边界、证据、维护和迁移的相对强弱。</span><span data-lang="en">The radar chart compares completeness, trigger clarity, evidence, maintainability, and portability.</span></figcaption></figure>
             <article class="panel metrics-note metrics-summary-panel">
               <h3><span data-lang="zh-CN">成熟度条</span><span data-lang="en">Maturity Bar</span></h3>
-              <ol class='metric-summary-list'><li><span class='metric-status'><span data-lang="zh-CN">稳定</span><span data-lang="en">Stable</span></span><b><span data-lang="zh-CN">完整度</span><span data-lang="en">Completeness</span></b><em>100</em><small><span data-lang="zh-CN">SKILL.md 已存在，是 Skill 的入口。</span><span data-lang="en">SKILL.md exists and acts as the skill entrypoint.</span></small></li><li><span class='metric-status'><span data-lang="zh-CN">稳定</span><span data-lang="en">Stable</span></span><b><span data-lang="zh-CN">触发清晰</span><span data-lang="en">Trigger clarity</span></b><em>100</em><small><span data-lang="zh-CN">frontmatter description 已存在，具备基础路由面。</span><span data-lang="en">The frontmatter description exists, giving the skill a basic routing surface.</span></small></li><li><span class='metric-status'><span data-lang="zh-CN">稳定</span><span data-lang="en">Stable</span></span><b><span data-lang="zh-CN">证据充分</span><span data-lang="en">Evidence depth</span></b><em>100</em><small><span data-lang="zh-CN">已生成 20 / 20 类报告证据。</span><span data-lang="en">Generated 20 / 20 evidence report types.</span></small></li><li><span class='metric-status'><span data-lang="zh-CN">稳定</span><span data-lang="en">Stable</span></span><b><span data-lang="zh-CN">可维护性</span><span data-lang="en">Maintainability</span></b><em>100</em><small><span data-lang="zh-CN">SKILL.md 约 360 个词/字。</span><span data-lang="en">SKILL.md is about 360 words/characters.</span></small></li><li><span class='metric-status'><span data-lang="zh-CN">稳定</span><span data-lang="en">Stable</span></span><b><span data-lang="zh-CN">可迁移性</span><span data-lang="en">Portability</span></b><em>100</em><small><span data-lang="zh-CN">agents/interface.yaml 已存在。</span><span data-lang="en">agents/interface.yaml exists.</span></small></li><li><span class='metric-status'><span data-lang="zh-CN">关注</span><span data-lang="en">Watch</span></span><b><span data-lang="zh-CN">上下文成本</span><span data-lang="en">Context cost</span></b><em>42</em><small><span data-lang="zh-CN">入口约 360 个词/字，references 约 16740 个词/字。</span><span data-lang="en">Entrypoint is about 360 words/characters; references are about 16740.</span></small></li></ol>
+              <ol class='metric-summary-list'><li><span class='metric-status'><span data-lang="zh-CN">稳定</span><span data-lang="en">Stable</span></span><b><span data-lang="zh-CN">完整度</span><span data-lang="en">Completeness</span></b><em>100</em><small><span data-lang="zh-CN">SKILL.md 已存在，是 Skill 的入口。</span><span data-lang="en">SKILL.md exists and acts as the skill entrypoint.</span></small></li><li><span class='metric-status'><span data-lang="zh-CN">稳定</span><span data-lang="en">Stable</span></span><b><span data-lang="zh-CN">触发清晰</span><span data-lang="en">Trigger clarity</span></b><em>100</em><small><span data-lang="zh-CN">frontmatter description 已存在，具备基础路由面。</span><span data-lang="en">The frontmatter description exists, giving the skill a basic routing surface.</span></small></li><li><span class='metric-status'><span data-lang="zh-CN">稳定</span><span data-lang="en">Stable</span></span><b><span data-lang="zh-CN">证据充分</span><span data-lang="en">Evidence depth</span></b><em>100</em><small><span data-lang="zh-CN">已生成 20 / 20 类报告证据。</span><span data-lang="en">Generated 20 / 20 evidence report types.</span></small></li><li><span class='metric-status'><span data-lang="zh-CN">稳定</span><span data-lang="en">Stable</span></span><b><span data-lang="zh-CN">可维护性</span><span data-lang="en">Maintainability</span></b><em>100</em><small><span data-lang="zh-CN">SKILL.md 约 360 个词/字。</span><span data-lang="en">SKILL.md is about 360 words/characters.</span></small></li><li><span class='metric-status'><span data-lang="zh-CN">稳定</span><span data-lang="en">Stable</span></span><b><span data-lang="zh-CN">可迁移性</span><span data-lang="en">Portability</span></b><em>100</em><small><span data-lang="zh-CN">agents/interface.yaml 已存在。</span><span data-lang="en">agents/interface.yaml exists.</span></small></li><li><span class='metric-status'><span data-lang="zh-CN">关注</span><span data-lang="en">Watch</span></span><b><span data-lang="zh-CN">上下文成本</span><span data-lang="en">Context cost</span></b><em>42</em><small><span data-lang="zh-CN">入口约 360 个词/字，references 约 16770 个词/字。</span><span data-lang="en">Entrypoint is about 360 words/characters; references are about 16770.</span></small></li></ol>
             </article>
           </div>
-          <div class="metric-grid metric-detail-grid"><article class='metric-card'><div class='metric-card-head'><span class='metric-label'><span data-lang="zh-CN">完整度</span><span data-lang="en">Completeness</span></span><strong>100</strong></div><div class='metric-card-body'><ul class="compact-list"><li><span data-lang="zh-CN">SKILL.md 已存在，是 Skill 的入口。</span><span data-lang="en">SKILL.md exists and acts as the skill entrypoint.</span></li><li><span data-lang="zh-CN">README.md 已存在，便于人工阅读。</span><span data-lang="en">README.md exists for human-readable usage.</span></li><li><span data-lang="zh-CN">agents/interface.yaml 已存在，便于跨平台适配。</span><span data-lang="en">agents/interface.yaml exists for cross-platform adaptation.</span></li></ul></div></article><article class='metric-card'><div class='metric-card-head'><span class='metric-label'><span data-lang="zh-CN">触发清晰</span><span data-lang="en">Trigger clarity</span></span><strong>100</strong></div><div class='metric-card-body'><ul class="compact-list"><li><span data-lang="zh-CN">frontmatter description 已存在，具备基础路由面。</span><span data-lang="en">The frontmatter description exists, giving the skill a basic routing surface.</span></li><li><span data-lang="zh-CN">description 有足够长度说明任务边界。</span><span data-lang="en">The description is long enough to explain the task boundary.</span></li><li><span data-lang="zh-CN">description 已包含使用场景或排除边界信号。</span><span data-lang="en">The description includes usage-scenario or exclusion-boundary signals.</span></li></ul></div></article><article class='metric-card'><div class='metric-card-head'><span class='metric-label'><span data-lang="zh-CN">证据充分</span><span data-lang="en">Evidence depth</span></span><strong>100</strong></div><div class='metric-card-body'><ul class="compact-list"><li><span data-lang="zh-CN">已生成 20 / 20 类报告证据。</span><span data-lang="en">Generated 20 / 20 evidence report types.</span></li><li><span data-lang="zh-CN">skill-ir.json 已存在。</span><span data-lang="en">Skill-specific source text is authored in Chinese; switch to Simplified Chinese for the exact wording.</span></li><li><span data-lang="zh-CN">compiled_targets.json 已存在。</span><span data-lang="en">Skill-specific source text is authored in Chinese; switch to Simplified Chinese for the exact wording.</span></li></ul></div></article><article class='metric-card'><div class='metric-card-head'><span class='metric-label'><span data-lang="zh-CN">可维护性</span><span data-lang="en">Maintainability</span></span><strong>100</strong></div><div class='metric-card-body'><ul class="compact-list"><li><span data-lang="zh-CN">SKILL.md 约 360 个词/字。</span><span data-lang="en">SKILL.md is about 360 words/characters.</span></li><li><span data-lang="zh-CN">入口文件保持克制，可维护性较好。</span><span data-lang="en">The entrypoint stays restrained, which supports maintainability.</span></li><li><span data-lang="zh-CN">references/ 已承载扩展指导。</span><span data-lang="en">references/ carries extended guidance.</span></li></ul></div></article><article class='metric-card'><div class='metric-card-head'><span class='metric-label'><span data-lang="zh-CN">可迁移性</span><span data-lang="en">Portability</span></span><strong>100</strong></div><div class='metric-card-body'><ul class="compact-list"><li><span data-lang="zh-CN">agents/interface.yaml 已存在。</span><span data-lang="en">agents/interface.yaml exists.</span></li><li><span data-lang="zh-CN">manifest.json 已存在。</span><span data-lang="en">manifest.json exists.</span></li><li><span data-lang="zh-CN">目标平台或 adapter target 已声明。</span><span data-lang="en">Target platforms or adapter targets are declared.</span></li></ul></div></article><article class='metric-card'><div class='metric-card-head'><span class='metric-label'><span data-lang="zh-CN">上下文成本</span><span data-lang="en">Context cost</span></span><strong>42</strong></div><div class='metric-card-body'><ul class="compact-list"><li><span data-lang="zh-CN">入口约 360 个词/字，references 约 16740 个词/字。</span><span data-lang="en">Entrypoint is about 360 words/characters; references are about 16740.</span></li><li><span data-lang="zh-CN">分数越高代表上下文成本越低。</span><span data-lang="en">A higher score means lower context cost.</span></li><li><span data-lang="zh-CN">上下文成本偏高，建议压缩入口或拆分 references。</span><span data-lang="en">Context cost is high; compress the entrypoint or split references further.</span></li></ul></div></article></div>
+          <div class="metric-grid metric-detail-grid"><article class='metric-card'><div class='metric-card-head'><span class='metric-label'><span data-lang="zh-CN">完整度</span><span data-lang="en">Completeness</span></span><strong>100</strong></div><div class='metric-card-body'><ul class="compact-list"><li><span data-lang="zh-CN">SKILL.md 已存在，是 Skill 的入口。</span><span data-lang="en">SKILL.md exists and acts as the skill entrypoint.</span></li><li><span data-lang="zh-CN">README.md 已存在，便于人工阅读。</span><span data-lang="en">README.md exists for human-readable usage.</span></li><li><span data-lang="zh-CN">agents/interface.yaml 已存在，便于跨平台适配。</span><span data-lang="en">agents/interface.yaml exists for cross-platform adaptation.</span></li></ul></div></article><article class='metric-card'><div class='metric-card-head'><span class='metric-label'><span data-lang="zh-CN">触发清晰</span><span data-lang="en">Trigger clarity</span></span><strong>100</strong></div><div class='metric-card-body'><ul class="compact-list"><li><span data-lang="zh-CN">frontmatter description 已存在，具备基础路由面。</span><span data-lang="en">The frontmatter description exists, giving the skill a basic routing surface.</span></li><li><span data-lang="zh-CN">description 有足够长度说明任务边界。</span><span data-lang="en">The description is long enough to explain the task boundary.</span></li><li><span data-lang="zh-CN">description 已包含使用场景或排除边界信号。</span><span data-lang="en">The description includes usage-scenario or exclusion-boundary signals.</span></li></ul></div></article><article class='metric-card'><div class='metric-card-head'><span class='metric-label'><span data-lang="zh-CN">证据充分</span><span data-lang="en">Evidence depth</span></span><strong>100</strong></div><div class='metric-card-body'><ul class="compact-list"><li><span data-lang="zh-CN">已生成 20 / 20 类报告证据。</span><span data-lang="en">Generated 20 / 20 evidence report types.</span></li><li><span data-lang="zh-CN">skill-ir.json 已存在。</span><span data-lang="en">Skill-specific source text is authored in Chinese; switch to Simplified Chinese for the exact wording.</span></li><li><span data-lang="zh-CN">compiled_targets.json 已存在。</span><span data-lang="en">Skill-specific source text is authored in Chinese; switch to Simplified Chinese for the exact wording.</span></li></ul></div></article><article class='metric-card'><div class='metric-card-head'><span class='metric-label'><span data-lang="zh-CN">可维护性</span><span data-lang="en">Maintainability</span></span><strong>100</strong></div><div class='metric-card-body'><ul class="compact-list"><li><span data-lang="zh-CN">SKILL.md 约 360 个词/字。</span><span data-lang="en">SKILL.md is about 360 words/characters.</span></li><li><span data-lang="zh-CN">入口文件保持克制，可维护性较好。</span><span data-lang="en">The entrypoint stays restrained, which supports maintainability.</span></li><li><span data-lang="zh-CN">references/ 已承载扩展指导。</span><span data-lang="en">references/ carries extended guidance.</span></li></ul></div></article><article class='metric-card'><div class='metric-card-head'><span class='metric-label'><span data-lang="zh-CN">可迁移性</span><span data-lang="en">Portability</span></span><strong>100</strong></div><div class='metric-card-body'><ul class="compact-list"><li><span data-lang="zh-CN">agents/interface.yaml 已存在。</span><span data-lang="en">agents/interface.yaml exists.</span></li><li><span data-lang="zh-CN">manifest.json 已存在。</span><span data-lang="en">manifest.json exists.</span></li><li><span data-lang="zh-CN">目标平台或 adapter target 已声明。</span><span data-lang="en">Target platforms or adapter targets are declared.</span></li></ul></div></article><article class='metric-card'><div class='metric-card-head'><span class='metric-label'><span data-lang="zh-CN">上下文成本</span><span data-lang="en">Context cost</span></span><strong>42</strong></div><div class='metric-card-body'><ul class="compact-list"><li><span data-lang="zh-CN">入口约 360 个词/字，references 约 16770 个词/字。</span><span data-lang="en">Entrypoint is about 360 words/characters; references are about 16770.</span></li><li><span data-lang="zh-CN">分数越高代表上下文成本越低。</span><span data-lang="en">A higher score means lower context cost.</span></li><li><span data-lang="zh-CN">上下文成本偏高，建议压缩入口或拆分 references。</span><span data-lang="en">Context cost is high; compress the entrypoint or split references further.</span></li></ul></div></article></div>
         </div>
       </div>
     </section>
@@ -878,7 +878,7 @@
         <div>
           <table>
             <thead><tr><th><span data-lang="zh-CN">类型</span><span data-lang="en">Type</span></th><th><span data-lang="zh-CN">证据</span><span data-lang="en">Evidence</span></th><th><span data-lang="zh-CN">建议</span><span data-lang="en">Action</span></th></tr></thead>
-            <tbody><tr><td><span data-lang="zh-CN">强项</span><span data-lang="en">Strength</span></td><td><span data-lang="zh-CN">触发面保持精简，并锚定在 frontmatter description。</span><span data-lang="en">The trigger surface stays lean and anchored in the frontmatter description.</span></td><td><span data-lang="zh-CN">保留并复用</span><span data-lang="en">Keep</span></td></tr><tr><td><span data-lang="zh-CN">强项</span><span data-lang="en">Strength</span></td><td><span data-lang="zh-CN">已生成 Skill IR，核心语义可先于平台打包被审查和迁移。</span><span data-lang="en">Skill IR is generated so core semantics can be reviewed and migrated before platform packaging.</span></td><td><span data-lang="zh-CN">保留并复用</span><span data-lang="en">Keep</span></td></tr><tr><td><span data-lang="zh-CN">强项</span><span data-lang="en">Strength</span></td><td><span data-lang="zh-CN">已生成目标编译报告，可审查 IR 到 OpenAI、Claude、generic 等目标契约的映射。</span><span data-lang="en">Target compilation evidence is generated to review how IR maps to OpenAI, Claude, generic, and other target contracts.</span></td><td><span data-lang="zh-CN">保留并复用</span><span data-lang="en">Keep</span></td></tr><tr><td><span data-lang="zh-CN">缺口</span><span data-lang="en">Gap</span></td><td><span data-lang="zh-CN">上下文成本需要补强：入口约 360 个词/字，references 约 16740 个词/字。</span><span data-lang="en">Context cost needs improvement: Entrypoint is about 360 words/characters; references are about 16740.</span></td><td><span data-lang="zh-CN">纳入下一轮修复</span><span data-lang="en">Fix next</span></td></tr></tbody>
+            <tbody><tr><td><span data-lang="zh-CN">强项</span><span data-lang="en">Strength</span></td><td><span data-lang="zh-CN">触发面保持精简，并锚定在 frontmatter description。</span><span data-lang="en">The trigger surface stays lean and anchored in the frontmatter description.</span></td><td><span data-lang="zh-CN">保留并复用</span><span data-lang="en">Keep</span></td></tr><tr><td><span data-lang="zh-CN">强项</span><span data-lang="en">Strength</span></td><td><span data-lang="zh-CN">已生成 Skill IR，核心语义可先于平台打包被审查和迁移。</span><span data-lang="en">Skill IR is generated so core semantics can be reviewed and migrated before platform packaging.</span></td><td><span data-lang="zh-CN">保留并复用</span><span data-lang="en">Keep</span></td></tr><tr><td><span data-lang="zh-CN">强项</span><span data-lang="en">Strength</span></td><td><span data-lang="zh-CN">已生成目标编译报告，可审查 IR 到 OpenAI、Claude、generic 等目标契约的映射。</span><span data-lang="en">Target compilation evidence is generated to review how IR maps to OpenAI, Claude, generic, and other target contracts.</span></td><td><span data-lang="zh-CN">保留并复用</span><span data-lang="en">Keep</span></td></tr><tr><td><span data-lang="zh-CN">缺口</span><span data-lang="en">Gap</span></td><td><span data-lang="zh-CN">上下文成本需要补强：入口约 360 个词/字，references 约 16770 个词/字。</span><span data-lang="en">Context cost needs improvement: Entrypoint is about 360 words/characters; references are about 16770.</span></td><td><span data-lang="zh-CN">纳入下一轮修复</span><span data-lang="en">Fix next</span></td></tr></tbody>
           </table>
           <div class="two-col quality-panels">
             <article class="panel">
diff --git a/reports/skill-overview.json b/reports/skill-overview.json
index 1ed5ace..b4f9714 100644
--- a/reports/skill-overview.json
+++ b/reports/skill-overview.json
@@ -101,7 +101,7 @@
       "label": "上下文成本",
       "score": 42,
       "reasons": [
-        "入口约 360 个词/字，references 约 16740 个词/字。",
+        "入口约 360 个词/字，references 约 16770 个词/字。",
         "分数越高代表上下文成本越低。",
         "上下文成本偏高，建议压缩入口或拆分 references。"
       ]
@@ -205,7 +205,7 @@
       "已生成 Output Review Adjudication，可记录盲评决策、一致率和待评审项。"
     ],
     "gaps": [
-      "上下文成本需要补强：入口约 360 个词/字，references 约 16740 个词/字。"
+      "上下文成本需要补强：入口约 360 个词/字，references 约 16770 个词/字。"
     ],
     "recommendations": [
       "先改触发边界，再扩展工作流。",
@@ -1000,9 +1000,9 @@
       "methodology_complete": true,
       "required_artifact_count": 25,
       "missing_artifact_count": 0,
-      "evidence_bundle_sha256": "164fa736727f9162f4c61860de8fb4c7b450c026c742c6f9233520578e25c860",
-      "source_contract_sha256": "8db4f8cfb8963484c2afb548453c44adca024b726e3f8cbd2ce1dcd4411cadfa",
-      "archive_sha256": "167bcde6bde563dfbffa949455c36bb55a70c4e7573bf166d9a4beb36cb95407",
+      "evidence_bundle_sha256": "95a01210eb2bacbef1d295e72bd60fdcce075db27930533679397b5aad82e4cf",
+      "source_contract_sha256": "f7b3e6749356356d3cc8b8e36bdf46a9eeedd6615f6831e033540d5bdda2b2bc",
+      "archive_sha256": "c26d85598e496b35e5ae4d0867a58652c62541c505c12fab5a9d6ea0598b99a6",
       "output_case_count": 5,
       "failure_disclosure_count": 3,
       "command_count": 23,
@@ -1024,7 +1024,7 @@
       "working_tree_dirty": false,
       "changed_file_count": 0
     },
-    "commit": "15c743370e53311292e7045b2ec93f3046838055",
+    "commit": "c325269f10a7c691646aefc5f48ca73e0a94542f",
     "missing_artifacts": [],
     "limitations": [
       "The git commit and dirty flag are generation-time context; the evidence bundle hash is the durable artifact anchor inside a committed report.",
@@ -1129,7 +1129,7 @@
     "interactive_script_count": 0,
     "package_hash_scope": "source-contract-without-generated-reports",
     "package_hash_file_count": 211,
-    "package_sha256": "8db4f8cfb8963484c2afb548453c44adca024b726e3f8cbd2ce1dcd4411cadfa"
+    "package_sha256": "f7b3e6749356356d3cc8b8e36bdf46a9eeedd6615f6831e033540d5bdda2b2bc"
   },
   "skill_atlas": {
     "skill_count": 12,
@@ -1167,8 +1167,8 @@
       "trust_level": "local",
       "license": "MIT",
       "checksums": {
-        "package_sha256": "8db4f8cfb8963484c2afb548453c44adca024b726e3f8cbd2ce1dcd4411cadfa",
-        "archive_sha256": "167bcde6bde563dfbffa949455c36bb55a70c4e7573bf166d9a4beb36cb95407"
+        "package_sha256": "f7b3e6749356356d3cc8b8e36bdf46a9eeedd6615f6831e033540d5bdda2b2bc",
+        "archive_sha256": "c26d85598e496b35e5ae4d0867a58652c62541c505c12fab5a9d6ea0598b99a6"
       },
       "compatibility": {
         "openai": "pass",
@@ -1199,7 +1199,7 @@
       },
       "distribution": {
         "archive_verified": true,
-        "archive_sha256": "167bcde6bde563dfbffa949455c36bb55a70c4e7573bf166d9a4beb36cb95407",
+        "archive_sha256": "c26d85598e496b35e5ae4d0867a58652c62541c505c12fab5a9d6ea0598b99a6",
         "package_verification": "reports/package_verification.json",
         "install_simulated": true,
         "install_simulation": "reports/install_simulation.json"
@@ -1215,7 +1215,7 @@
       "target_count": 4,
       "adapter_count": 4,
       "archive_present": true,
-      "archive_sha256": "167bcde6bde563dfbffa949455c36bb55a70c4e7573bf166d9a4beb36cb95407",
+      "archive_sha256": "c26d85598e496b35e5ae4d0867a58652c62541c505c12fab5a9d6ea0598b99a6",
       "archive_entry_count": 645,
       "failure_count": 0,
       "warning_count": 0
@@ -1294,12 +1294,12 @@
         {
           "field": "archive_sha256",
           "from": "",
-          "to": "167bcde6bde563dfbffa949455c36bb55a70c4e7573bf166d9a4beb36cb95407"
+          "to": "c26d85598e496b35e5ae4d0867a58652c62541c505c12fab5a9d6ea0598b99a6"
         },
         {
           "field": "package_sha256",
           "from": "0000000000000000000000000000000000000000000000000000000000000000",
-          "to": "8db4f8cfb8963484c2afb548453c44adca024b726e3f8cbd2ce1dcd4411cadfa"
+          "to": "f7b3e6749356356d3cc8b8e36bdf46a9eeedd6615f6831e033540d5bdda2b2bc"
         }
       ]
     },