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End-to-end change-shipping closed loop for non-trivial work — research → proposal doc → phased guarded implementation → PR self-review → harden → merge.
Passed 21 of 22 test cases with the skill, and 12 of 22 without it.
and 11 more in the full report
9 fixed12 passed either way1 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 9 test cases the skill fixed. Same model, same prompt, with and without the skill.
During my pre-submission review of my branch, I noticed that a newly added edge case lacks a dedicated integration test, which could lead to regression later. Which badge category should I assign to this finding?
| Checked | Without skill | With skill |
|---|---|---|
| Classifies missing guardrails and regression risks using the 🟡 category requiring action in this or a follow-up PR | Missed | Passed |
The instructions your model reads when the skill loads.
大改动不是一锤子。调研定题 → 提案对齐 → 分阶段守卫式推进 → PR 自审 → 补护栏 → 合并。每一关绿了才进下一关。
| 场景 | 使用 | 理由 |
|---|---|---|
| 一个改动牵动多文件 / 多模块 / 公共路径 | ✅ | 回归面大，值得先提案再施工 |
| 重构、架构调整、协议/格式变更 | ✅ | 需要写实蓝图 + 字段映射对齐 |
| 改动可拆成可独立 revert 的阶段 | ✅ | 守卫链分阶段，控爆炸半径 |
| 自审自己的 PR | ✅ | 用挑刺视角找自己埋的雷 |
关 0 调研定题 —— 摸清现状 + 业界最佳实践，定问题域(不臆造)
关 1 提案文档 —— docs/<topic>.md：诊断 + 蓝图 + 字段映射 + 迁移路径 + 风险回滚
关 2 对齐 —— 魔尊 review 提案；歧义/破坏性/高成本处停下确认
关 3 分阶段实现 —— 每阶段单一关注点、可独立 revert；单点 PoC 绿了再横推
关 4 守卫链提交 —— assert + test + verify 全绿才 commit；任一红即阻断，不提交
关 5 PR 自审 —— 挑刺视角过 diff，把发现挂到 PR 上(含已知取舍)
关 6 补护栏 —— 把自审揪出的隐患钉成测试，follow-up 推上分支
收口 合并 —— 确认 mergeable + CI 全绿 → merge → 同步本地 main
这是全链最值钱的一环——绝不提交未验证的改动。
# 守卫式链:前一步红，后续全部不执行(&& 短路),自然阻断提交
test cases passed, vs 12 / 22 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.