teach-from-paper

name	teach-from-paper
description	Turn a research paper into teaching materials — a lecture outline, the 3-5 results worth presenting (with intuition), a slide skeleton ready for `/create-lecture`, discussion questions, and a problem-set brief. Reads the paper end-to-end and pitches to a stated audience level. Use when user says "turn this paper into a lecture", "teach from this paper", "build slides from this PDF", "make teaching materials from X", "I'm presenting this paper to my class".
argument-hint	[paper-path] [--level undergrad|phd|seminar] [--minutes N] [--no-exercises]
allowed-tools	["Read","Grep","Glob","Write","Bash"]
effort	high

Teach From Paper

Convert one research paper into a ready-to-build teaching package: a lecture outline, a shortlist of teachable results with the intuition spelled out, a slide skeleton, discussion questions, and an exercise brief. The deliverable is an outline and a brief — not a finished deck; the slide skeleton is shaped to hand straight to /create-lecture, and the exercise brief to /scaffold-exercises.

When to use

• You have a paper (PDF, .tex, .md) and a slot to teach it — a lecture, a reading group, a job-market practice talk.