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Free guide

Some Guy On GitHub Built A Free Claude Skill That Turns Any Topic Into A Personal AI Tutor. Here Is The Setup.

The free guide to turning any textbook, curriculum, or YouTube video into a self-guided course that teaches you and quizzes you. Two free Claude skills, plus the capstone prompt that builds the whole course for you.

  • The two free skills that stack: the Karpathy LLM wiki builder + Understand-Anything
  • The exact install and the commands that run the whole flow
  • The capstone prompt that turns it into a Khan-Academy-style course with quizzes and a final exam
  • How to feed it a YouTube playlist, a textbook, a curriculum, or your own notes
  • Why it beats NotebookLM: a map you walk through and a course that tests you, not a chatbot over notes

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Get the free guide

Turn any textbook, curriculum, or YouTube video into a self-guided AI tutor with quizzes, using two free Claude skills and the capstone course prompt.

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A look inside

What's inside

01

What You'll Learn

The two free skills that stack: the wiki builder and the tutor engine The setup flow: sources into a folder, wiki, interactive knowledge map The capstone prompt that turns the map into a full Khan-Academy-style course with quizzes A worked example you can copy: a financial-analys

02

What You're Building

Two free skills that stack, plus one prompt that turns the result into a real course.

03

The Setup

Install once, then it's the same flow for any topic for the rest of your life.

The rest of the guide

  1. The Capstone: A Real CourseThis is the payoff.
  2. Worked Example: Financial AnalysisA real run you can copy.
  3. Why This Beats NotebookLMNotebookLM gives you a chatbot that answers questions about your notes.
  4. Go DeeperPrefer a printable version?

About the author

Cooper Simson

Founder of Actionable AI. 30,000+ operators read the newsletter.

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Questions, answered

Is this guide free?

Yes. Enter your details and you can open the full guide immediately.

Do I need to know how to code?

No. The guide explains the work in practical steps and calls out technical details only when they matter.

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