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raw-clauding-skills

作者 lsnackerman · lsnackerman/raw-clauding-skills

Eight workflow files for compound thinking with Claude — /session, /wrap, /pickup, /heartbeat — treat the AI as a persistent thought partner.

lsnackerman/raw-clauding-skills is a collection of slash-command workflows grounded in a year of daily AI collaboration. Core progression: /session (start a thinking thread) → /wrap (intentional closure) → /pickup (continuity next session) → /heartbeat (scan for emerging connections). Philosophy: 'Skills are files. Each one is a repeatable workflow you share with your AI'. Not a productivity hack pack — closer to a personal-practice toolkit.

为什么要用

核心特性

实时演示

实际使用效果

raw-clauding-skill.replay ▶ 就绪
0/0

安装

作者仓库 · Claude Skills 官方文档

使用场景

实战用法: raw-clauding-skills

Explore a complex question across multiple sessions without losing the thread

👤 Writers, researchers, strategists using AI for open-ended thinking ⏱ ~60 min beginner

何时使用: You're circling a hard question and a single conversation isn't enough.

步骤
  1. Open with /session
    /session — I want to think through what 'quality' means for our product.✓ 已复制
    → Claude frames the session with context scaffolding, not an immediate answer
  2. Work, then /wrap
    /wrap — capture what we landed on and what's still open.✓ 已复制
    → Concise closure doc with open threads noted
  3. Next day: /pickup
    /pickup from yesterday's session.✓ 已复制
    → Claude re-enters with your prior frame intact
  4. Weekly: /heartbeat
    /heartbeat — what's been recurring across the last 5 sessions?✓ 已复制
    → Patterns surfaced that you didn't notice inside a single session

结果: A sustained line of thinking that actually compounds, rather than restarts.

注意事项
  • Using /session for one-shot queries — Drop it for trivial questions — compound thinking has overhead
搭配使用: planning-with-files · filesystem

End a long project with a proper /wrap so you can return to it cleanly

👤 Solo operators leaving a project paused ⏱ ~10 min beginner

何时使用: You're stepping away from something unfinished and want future-you to pick it up cleanly.

步骤
  1. Run /wrap
    /wrap — capture state, open questions, and the one thing future-me needs to remember first.✓ 已复制
    → Doc written with an explicit re-entry note

结果: A re-entry doc that beats reading your own notes cold.

搭配使用: filesystem

组合

与其他 MCP 搭配,撬动十倍杠杆

raw-clauding-skill + planning-with-files

Use planning-with-files for disk-based state; raw-clauding for thinking structure on top

Combine: /session with planning-with-files writing findings.md as we go.✓ 已复制
raw-clauding-skill + filesystem

Persist /wrap and /pickup docs into your own journal

Save every /wrap output to ~/journal/sessions/.✓ 已复制

工具

此 MCP 暴露的能力

工具输入参数何时调用成本
/session question or topic Open-ended thinking work worth preserving 0
/wrap current session End of a session you'll return to 0
/pickup prior session reference Resuming work 0
/heartbeat range (last N sessions) Periodically to catch what you didn't notice 0

成本与限制

运行它的成本

API 配额
None
每次调用 Token 数
Modest — workflows are compact
费用
Free — skills are local files
提示
Don't run /heartbeat on every interaction; it earns its keep weekly.

安全

权限、密钥、影响范围

凭据存储: No credentials — pure prompts
数据出站: None

故障排查

常见错误与修复

Wrong trigger keywords — /pickup without prior /wrap loses context

Make sure your prior session actually ended in /wrap; otherwise pickup has nothing to anchor to.

替代方案

raw-clauding-skills 对比其他方案

替代方案何时用它替代权衡
planning-with-filesYou want disk-based memory rather than thinking structureComplementary — different axes
Raw journalingYou prefer writing in a notebook appNo AI continuity between sessions

更多

资源

📖 阅读 GitHub 上的官方 README

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