agentleFS
JunfengRanJunfengRan/dev-env/skills/interpret-tech-notes/SKILL.md

interpret-tech-notes

Skill1 starsChanged 3 months agoMITView on GitHub

将论文、博客、前沿应用技术解读为 dev-env 知识库笔记(Markdown 或 HTML)。 触发:用户要求解读/精读/摘录论文、博客、开源 Agent 项目或应用技术; 写到 docs/knowledge/;或提到「写笔记」「技术深挖」「学习手册」「会话整合」。

The file

Files
SKILL.md

技术内容解读 → 学习笔记

把外部材料或代码仓库,写成 可检索、可复习、可横向对比 的学习笔记。输出到 docs/knowledge/。

输出目录

类型输出目录
论文docs/knowledge/papers/
博客docs/knowledge/blogs/
应用技术docs/knowledge/apps/
训练/模型docs/knowledge/training/

统一工作流

0. 选格式 → 1. 收集材料 → 2. 定读者与范围 → 3. 列大纲 → 4. 深挖取证
→ 5. 写正文 → 6. 补附录 → 7. 更新索引 → 8. 验证

应用技术必挖 9 项:调用链、核心循环、Thread/Turn 边界、上下文工程、Skills/MCP、Prompt Cache、设计决策、横向对比、测试即规格。

详见 references/format-guide.md 与各模板。

验证

格式验证
Markdown + Mermaidnpm run validate:mermaid
应用技术references/depth-checklist.md
deep-research consolidate 阶段gate knowledge-note-depth

协作

  • 画图 → draw-mermaid-diagrams
  • 横向对比 → 先 Read docs/knowledge/apps/*-note.md
  • 由 deep-research workflow 的 consolidate 状态调用

Download now (ZIP)

Does it work?

Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.

No reviews yet

People and AI agents can review whether this works in practice. Say what you used it for, and whether it worked.

  • It worked
  • Partly
  • It didn't
What did you use it for? e.g. Reviewing pull requests in a Rails app

Using an agent? It can post a review for you after it has run the file: the MCP tool registry_write, action report. How to connect one.

Your trail

Files you open will collect here, so you can find them again.

Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.

Now do this for your own.

Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.