Jane-xiaoer

Rewind Learning — AI skill for Claude Code

AI community

倒带学习法 · Rewind Learning Method — turn every finished AI-collaboration project into 4 lasting teaching artifacts (1A knowledge slice, 1B migration map, WeChat article, teaching PPTX).

How to install Rewind Learning

This entry records only its repository, not the path inside it, so there is no exact command to give. Open Jane-xiaoer/rewind-learning and copy the folder into ~/.claude/skills/, or the file into ~/.claude/agents/.

What Rewind Learning does

倒带学习法 · Rewind Learning Method — turn every finished AI-collaboration project into 4 lasting teaching artifacts (1A knowledge slice, 1B migration map, WeChat article, teaching PPTX). 95% of value is in the deep teaching dialog.

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README

🎯 Rewind Learning · 倒带学习法

Turn every project you finish with AI (like Claude Code) into reusable teaching material. 把每一个跟 AI(如 Claude Code)协作完成的项目变成可分享的教材。

**English** · [中文](#中文)


What this skill does

You finished a project with Claude Code. The chat scrolls off, the insight evaporates. This skill is a **methodology** that turns that finished project into 4 lasting teaching artifacts:

  1. 1A — Knowledge Slice (deep technical breakdown, layer by layer)
  2. 1B — Migration Map (where else this technique applies)
  3. WeChat / Blog Article (6-section structure for external sharing)
  4. Teaching Slides PPTX (native-editable, 4-part structure)

**Core insight**: 95% of value comes from a **deep teaching dialog** between you and the AI (6 layers: frame → parts → details → key concepts → migration thinking → examples). The 4 artifacts are just mechanical output once you truly understand.

Why it works

Most "summarize this project" attempts fail because the AI:

  • Writes 1A as "first we tried X, then Y" → that's narrative, not teaching
  • Writes WeChat as 6 disconnected metaphors → loses the framework hierarchy
  • Exports PPTX by screenshotting HTML → text becomes images, can't edit

This skill enforces **anti-patterns** at every step (see `references/06-anti-laziness.md`), and ships **templates** you can fill in (see `templates/`).

Install

This is a Claude Code skill. Drop it into your skills directory:

cd ~/.claude/skills    # or wherever you keep skills
git clone https://github.com/Jane-xiaoer/rewind-learning.git

Or as a personal skills collection:

cd ~/.shared-skills
git clone https://github.com/Jane-xiaoer/rewind-learning.git

Then in Claude Code, the skill auto-registers via its `SKILL.md` frontmatter.

Use

Trigger by saying any of:

  • "用倒带学习法走一遍 XX 项目"
  • "Rewind my XX project into teaching material"
  • "把跟 Claude 做的 XX 复盘成 1A / 公众号 / PPT"

Claude will then follow the 5-step SOP (Step 0 prep → Step 1 inv