amosblomqvist/learn ? reverse-engineered prompt

I want you to help me build a personal AI learning setup like the one in this repo, where the assistant teaches me things in a structured way instead of just answering directly.

It should have a teaching flow that explains ideas simply, checks my understanding with short quiz questions and instant feedback, and asks me follow up questions when it needs more context. If a concept is easier to understand visually, it should be able to add a simple diagram or sketch to the lesson. I also want a way to link a markdown note to the session so I can keep track of what I learned.

Please make it feel like a small, practical learning system I can drop into an existing project, and keep the parts modular so I can use the teaching, quiz, question popup, and visual helpers separately if needed. If you need to look up any current docs online, go ahead and do that.