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teach-from-paper

100 / 100 · Low risk

Fine to try.

By pedrohcgs/claude-code-my-workflow (GitHub) · research · 1,698 stars · scanned at commit fe70774

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".

Works with any agent that supports SKILL.md skills.

What this skill can do

We found nothing in the files we read that matches our rules. That does not prove the skill is safe: see the limits of static scanning.

Other copies in this repository

pedrohcgs/claude-code-my-workflow has 1 more folder with a skill named teach-from-paper. This page shows the lowest-scoring copy.

Install

Paste this into your terminal. It downloads exactly the version we scanned, not whatever is newest.

if [ -e ~/.agents/skills/'teach-from-paper' ] || [ -L ~/.agents/skills/'teach-from-paper' ]; then echo 'A skill folder named teach-from-paper already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/pedrohcgs/claude-code-my-workflow' "$d" && git -C "$d" checkout --quiet 'fe7077463c06e6d1572bb6c13d1b00525a4ff28e' -- '.agents/skills/teach-from-paper' && mkdir -p ~/.agents/skills && cp -R "$d"/'.agents/skills/teach-from-paper' ~/.agents/skills/'teach-from-paper' && rm -rf "$d"; fi

Codex reads ~/.agents/skills directly. For Claude Code, Cursor, Copilot, Gemini CLI, Antigravity or OpenCode, also link it. For Claude Code: ln -s ~/.agents/skills/'teach-from-paper' ~/.claude/skills/'teach-from-paper' (other agents: ~/.cursor/skills, ~/.copilot/skills, ~/.gemini/skills, ~/.gemini/config/skills, ~/.config/opencode/skills). Or install through the finder skill, which does both.

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Score history

DateVersionScore
2026-11-08fe70774100
2026-11-0758bed8045