What's actually happening
This is not a chat. It is a small application the teacher built, the move from using AI as an input-and-output box to becoming a creator who builds with it. The rules sit in the sidebar, the same bands, vocabulary rule, and format on every run. The console along the bottom is the process, the same steps in the same order, the way a tool works and a conversation does not.
That is the leverage. The setup happened once. After that, any passage, in any subject, becomes a print-ready handout in one paste and four seconds. The pain is solved, not re-fought.
And when a tool like this should serve a whole department instead of one teacher, that is where it becomes real software, and where we build it with you.