Personal Tutor stores each course locally alongside your progress, attempts, and study history, so future sessions can pick up where you left off.
It also ships with Tutor Kit, an opinionated component library that lets agents build polished quizzes, diagrams, simulations, coding exercises, and more—so fewer tokens go toward recreating common teaching UI, and more can go toward improving the lesson itself.
Install the skill and let us know what you think!
I use AI to learn all the time, whether I’m trying to understand an unfamiliar codebase at work or improve at pottery in my free time. But the deeper I go into a topic in chat, the more useful explanations get buried, and I find myself reading walls of text instead of actively working through what I’m learning.
So we built Personal Tutor, an open-source skill that gives coding agents a toolkit for building structured, interactive courses that persist locally across sessions.
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