Interpret tech notes
Cursor agent workflow pack: Spec state machine, ContextPack, and deterministic gates for deep research.
npx -y skills add JunfengRan/dev-env --skill interpret-tech-notesAssembled from the repository path, not quoted from the project. Check it against their README if it does not work.
2 things to look at
- 13 days oldThe repository was created 13 days ago. New is not bad, but a brand new repository carrying a familiar-sounding name is the shape a typosquat arrives in, and there has been no time for anyone else to find a problem with it.
- 1 stars1 stars. Stars are a popularity signal and not a quality one, but at this level it is likely that nobody has read this closely except its author, and you would be relying on your own review.
What its author says it does
Copied from the file, not written here
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」。
SKILL.md
1.6 KB, as published. Nobody here has run it
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 + Mermaid | npm 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-researchworkflow 的consolidate状态调用