Claude Code
Codex
Cursor
GitHub Copilot
Gemini CLIAbout this skill
当你(作为某个经验蒸馏流程的执行者,例如把一份复盘文档里的候选经验落成项目资产)要判断一条候选经验该落成纪律文档 / skill / workflow / subagent 中的哪一种、以及落地时该怎么写才不走样时用。教一套归宿判断决策树 + 四类资产各自的落地手艺与反模式:事实性 / 项目专属的经验归纪律文档(条目带 why);可复用的判断力 / 方法论归 skill(且需过其纪律型 body 的压力测试要求);确定性编排形状归 workflow;角色化专职分工归 subagent。核心红线:候选内容草稿到写进资产之间不允许脱离原始证据的改写 / 泛化;证据不足或归宿不确定也绝不静默丢弃,标注后落最低成本的托底归宿。Triggers:“这条经验该进纪律文档还是 skill”、“归宿判断”、“资产落地”、蒸馏流程引导加载、规划蒸馏计划阶段。Do NOT use when 你在做代码本身的工程手艺判断(那是另一个专管“代码/领域/合约/测试怎么设计”的 skill,与本 skill 不同 plane)、把目标切成任务依赖图(那是另一个专管“目标怎么切”的 skill)、把单个任务执行到验收(那是另一个专管“任务怎么优化到验收”的 skill)、判断一个能力要不要独立成 skill(那是仅服务本项目维护者、不分发给最终用户的治理判断,不是“经验→资产”的落地判断)。
Quick start
- Copy the install prompt. Use the green button above this README.
- Send it to your agent. Paste it into your coding agent’s chat and send.
- Review the setup. Your agent checks the skill’s instructions, requirements, and installation scope.
Review, license & listing details
This is an imported listing. We haven’t certified its safety, license, or compatibility. Skills may include executable scripts.
Only SKILL.md was scanned. Supporting files and scripts were not checked. No safety grade has been assigned.
0 potential findings · Scanned 11/4/2026 · Scanner 0.2.1
Content SHA-256: f0255b10b8aa806ca470ea71c39aba92c1ba4f3aa815a0b71f1ae591ab31ecb9
About this listing
- Category
- General
- Reported license
- MIT
- Listing language (estimated)
- Chinese
- Review status
- Not individually reviewed
- Agent compatibility
- Atlas installation supports Claude Code, Codex, and Cursor. Skill-specific dependencies and features are checked during setup.