Individual skill

skill-forge

数据 Skill 工坊 · 源材料 → 成品 skill（乔淼PhD · AI学术训练营 · AI学术工作流）。单次会话从方法学源材料造出可用 skill 的 5 阶段 2 停点链路：①提议筛选准则【停】→ ②筛选 + 7 字段结构化提取 + 自查 3 类 AI 偏差 → ③按平台规范造 skill 草稿（Claude Code 用 skill-creator + prompts/；Codex 用 init_skill.py + references/）→ ④4 控制点诊断（description 防乱触发/步骤颗粒度/硬约束/输出格式）→ ⑤落盘前总审【停】+ 落盘全局 skills 目录。Trigger on："把这本教科书 PDF 做成 skill"、"源材料造 skill"、"造一个 XX 分析 skill"、"turn this textbook chapter into a skill"、"forge a skill from these materials"。

skills/skill-forge/SKILL.md

Source commit a9ed8b43e3e5e9dd631a3505379c8a38fdd38a09

What was checked

Matches the observed repository HEAD

Yes

Scanner rules are current

No

Repository scan complete

No

Skill scan complete

Yes

Observed behavior

Not checked yet

Last checked

Nov 5, 2026

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