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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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.

A look inside

What's inside

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

What You're Building

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

The Setup

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

About the author

Cooper Simson

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

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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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