{"slug":"pedrohcgs-teach-from-paper","source_name":"pedrohcgs/teach-from-paper","name":"Pedrohcgs/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\".","version":1,"lift":{"pass_rate_delta_pts":0,"pass_rate_pct":50,"total_cases":22,"passed_cases":11,"tokens_delta_pct":81.1,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-13T02:36:27.642955+00:00"},"skill_score":null,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":0,"with_pass_pct":50,"without_pass_pct":50,"tokens_delta_pct":81.1,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":14,"verdict":"mixed","never_hurt":false,"completed_at":"2026-08-13T02:36:27.642955+00:00","run_id":"0f4c081d-b2de-4728-a33f-0c4258d0941e","version_number":1,"is_latest_version":true,"gate":null}],"trust":{"skill_safety":"passed","safety_status":"clean","intent_verdict":"safe","content_status":"clean","indexable":true},"license":"MIT","install_count":0,"manifest_hash":"bc9fd10cfc4c31a5fdb845af3cccb283dac7519852b7b2d2605e216769a8149b","raw_url":"https://app.decimal.ai/s/pedrohcgs-teach-from-paper/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/pedrohcgs-teach-from-paper"}