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# The Personal Tutor Skill

**Turn your coding agent into a tutor that learns how you learn.** </div>

You can ask an AI to explain almost anything. But have you ever actually *learned* something hard from a chat window? You ask a question, you get a wall of text, you nod along, you scroll, and three days later you remember approximately none of it. Chat is a great place to get answers. It's a pretty bad place to learn.

That's because learning isn't reading. It's doing. It's answering a question *before* you see the explanation. It's changing a number in a simulation and watching the system react. It's writing code, running it, and finding out you were wrong in an interesting way. In a chat, all of those moments flatten into more text in a very long scroll. <br></br> <div align="center"> <img src="assets/course-library.png" width="620" alt="Personal Tutor course library showing courses on ceramic glazes, concert ticketing, and an Express codebase" /> <br></br> _{<em>Homepage generated by skill. From ceramics to system design! 😎</em>} </div>

Personal Tutor gives your coding agent an actual teaching toolkit instead. It builds real courses, locally, out of things like:

- Clear lessons and worked examples - Images, diagrams, charts, and visual explanations - Interactive simulations and small experiments - Multiple choice and matching quizzes with feedback - Runnable coding exercises with answer checking - Glossaries and flashcards for later review - Fully custom interfaces when a topic needs something weird (more on this below)

## A tutor that remembers you

Here's the thing about a good human tutor: half their value isn't what they know, it's what they know *about you*. They remember that you already get recursion but freeze up on off-by-one errors. They remember you like diagrams. They don't re-explain chapter one every Tuesday.

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