← ClaudeAtlas

reviewing-for-substancelisted

在让 AI 复审任何东西(代码、方案、文档、合同)、收到复审意见要判断哪些该改、或发现多个会话互相修改格式措辞而正事不动(一直在搞文档治理不推进正事)时使用。强制实质性标准:每条意见必须答得上"不改会坏什么",措辞找茬不算发现,"没有问题"是合法结论;连续两轮交付物零变化必须报警。/ Use when asking an AI to review anything (code, plan, doc, contract), receiving findings, or when sessions churn meta-work (format fixes, review-of-review) while the deliverable sits untouched. Findings must name what breaks or gets rebuilt; nitpicks rejected; zero-findings is a legitimate verdict; every round must move the deliverable, not the paperwork about it.
zhaiby-web/ai-coworker-skills · ★ 0 · Code & Development · score 76
Install: claude install-skill zhaiby-web/ai-coworker-skills
# Reviewing for Substance ## Core Rule Progress is measured on the deliverable, never on the documents about the deliverable. Two tests, applied relentlessly: - **For any review finding**: 这条不改,什么会坏、什么会返工? No answer → not a finding. - **For any round of work**: 这一轮结束,交付物本身前进了什么? No answer → not progress, whatever got edited. AI has two ways of looking busy without being useful: manufacturing review findings to seem thorough, and polishing meta-artifacts (formats, structures, phrasings, documents about documents) to seem productive. Both produce motion without movement. This skill bans both. ## Finding Triage Every review finding lands in exactly one class: | Class | Definition | Handling | |---|---|---| | **Blocking** | Wrong behavior, broken contract, missed requirement, data loss — rework guaranteed if shipped | Must close before proceeding | | **Material** | Works, but creates real cost later: unhandled state, a field an implementer must guess at, silent assumption | Close, or consciously defer with a note | | **Polish** | Style, phrasing, structure taste | Author's discretion; never blocking; may be omitted entirely | ## The Nitpick Ban Rejected as findings, regardless of how they're phrased: synonym preferences, formatting taste, 「我会换个说法」, restating content in the reviewer's own voice, heading-level opinions, 总分总 structure advice. The reviewer unsure whether something qualifies runs the test: *what breaks, or what gets rebuilt, if this ships exactly as-is?* Thr