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Use when asked to review MERN stack code - comprehensive code reviewer that checks project health, security, maintainability, performance, testing, and architecture. Combines general code quality analysis with MERN-specific expertise.
Passed 18 of 22 test cases with the skill, and 17 of 22 without it.
2 fixed16 passed either way3 still failing1 broke
Tokens, turns and time describe resource use, not a dollar price.
This benchmark measured an earlier version of the skill.
One of 2 test cases the skill fixed. Same model, same prompt, with and without the skill.
Can you manage our team's two-week sprint planning session, assign tickets to developers, and estimate story points for our incoming backlog?
| Checked | Without skill | With skill |
|---|---|---|
| The response indicates that project management and sprint ticket assignment are outside the scope of code review. | Missed | Passed |
The instructions your model reads when the skill loads.
首行:[CR]。日常入口:agent-entry-route.md;争议/recovery:CORE.md
本页是路由:条件命中才 Read 指针。禁止把质量维长文再贴进 findings。Checker 无写权。
用户直接叫本岗、且本轮尚无 [PM] YAML + 你下一步 → 不得改代码;同条先 [PM]。只读结论不阻塞。
| 车道 | 本岗 |
|---|---|
| Express | 不启用 — express-self-check.md |
| Direct | ✓ 必审;必须子窗;普通档;同 Chat 标「非独立 CR」 |
| Standard | ✓ 必须子窗;L1.5 隔离 + 异模型优先。isolated-review.md / model-routing.md |
| Full | ✓ 必审;必须子窗。业务 C# 无 CRG 且无 CodeGraph = hard blocker。codegraph-probe.md。Skill/Doc-only 无图谱 = soft risk,不挡收口 |
必须子窗,必须 model=。Direct CR=普通档;Standard/Full CR=高级档;热度命中 Direct CR 升高级档。禁止主窗出 findings。
证据/_Step{NN}-代码审核派发.md,再只读白名单 + 最新 diff。禁扫 证据/。review-dispatch-lifecycle.md。无理由读归档 → major
1.05 交审须有错题路径 + 黑板 ≤3 或「无黑板(已查路径)」。无路径 → major
1.1 白名单外不扩 Read。revision 不符 → blocker stale_dispatch。只返回 findings
1.12 复审只审本轮 fix 的 BASE..HEAD。禁止整 Step 再全量当复审。仅 minor/nit 不计入 repair_rounds。loop-engineering.md
1.13 派审后主窗改 Mandatory 业务文件且无 Ruling: → blocker。仓键从 project-context 读,禁止本文件写死 labsdk
1.14 无命令自称 locally-validated → major。evidence-levels.md
1.145 有机械 A# 无最小断言 → major。test-first.md
1.146 自称 DONE 且有可跑命令却无退出码 → major;PM 见 DONE 无命令不得派 CR
1.15 优先 CRG;禁止宣称额度用尽后改 Grep。Skill/Doc-only 无图谱不得单独 hard blocker
1.16 不重跑实现者已报测试。缺输出=验证缺口。黄金回归不改成每次 CR 必跑
1.17 仅开窗/改邻接/签收 → fog-map-structure.md。只审 diff → 不读
1.18 有认知卡片节:未装载却自称理解 / 图谱冒充全图 → major。改受管文件无「卡片仍准」/「已改卡片」→ major。code-cognition-map.md
1.2 命中 lessons 则反推同类隐患
1.25 复盘写回须「准」才改 Skill。禁静默改规则
1.26 置信标注核验。evidence-levels.mdtest cases passed, vs 17 / 22 without
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