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通过重组 sections、提升 clarity、收紧 prose 来编辑并改进 articles。Use when user wants to edit, revise, or improve an article draft.
Codex 또는 Claude로 설치 이 Prompt를 복사해 Codex, Claude 또는 다른 어시스턴트에 붙여 넣으면 Skill 페이지를 검토하고 설치를 진행할 수 있습니다.
SOC 직업 분류 기준
| name | edit-article |
| description | 通过重组 sections、提升 clarity、收紧 prose 来编辑并改进 articles。Use when user wants to edit, revise, or improve an article draft. |
把信息看作 directed acyclic graph：一部分信息可能依赖另一部分信息。确保 sections 的顺序及其内容尊重这些依赖关系。
与用户确认 sections。
2a. 重写该 section，提高 clarity、coherence 和 flow。每段最多 240 个字符。
超压缩 communication mode。Cuts token usage ~75% by dropping filler, articles, and pleasantries while keeping full technical accuracy. Use when user says "caveman mode", "talk like caveman", "use caveman", "less tokens", "be brief", or invokes /caveman.
使用 parallel sub-agents 为 module 生成多个 radically different interface designs。Use when user wants to design an API, explore interface options, compare module shapes, or mentions "design it twice".
面向棘手 bug 和性能回退的纪律化 diagnosis loop。Reproduce → minimise → hypothesise → instrument → fix → regression-test. Use when user says "diagnose this" / "debug this", reports a bug, says something is broken/throwing/failing, or describes a performance regression.
设置 Claude Code hooks，在危险 git commands（push, reset --hard, clean, branch -D 等）执行前阻止它们。Use when user wants to prevent destructive git operations, add git safety hooks, or block git push/reset in Claude Code.
围绕 plan 或 design 持续 interview user，直到达成 shared understanding，并逐一解决 decision tree 的每个分支。Use when user wants to stress-test a plan, get grilled on their design, or mentions "grill me".
Grilling session that challenges your plan against the existing domain model, sharpens terminology, and updates documentation (CONTEXT.md, ADRs) inline as decisions crystallise. Use when user wants to stress-test a plan against their project's language and documented decisions.
