{"slug":"brycewang-stanford-idea-discovery","source_name":"brycewang-stanford/idea-discovery","name":"Brycewang Stanford/Idea Discovery","description":"Workflow 1: Full idea discovery pipeline. Orchestrates research-lit → idea-creator → novelty-check → research-review to go from a broad research direction to validated, pilot-tested ideas. Use when user says \"找idea全流程\", \"idea discovery pipeline\", \"从零开始找方向\", or wants the complete idea exploration workflow.","version":3,"lift":{"pass_rate_delta_pts":34.78,"pass_rate_pct":69.6,"total_cases":23,"passed_cases":16,"tokens_delta_pct":83.6,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-11T05:08:36.326861+00:00"},"skill_score":0.6957,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":34.78,"with_pass_pct":69.6,"without_pass_pct":34.8,"tokens_delta_pct":83.6,"turns_delta_pct":0,"total_cases":23,"cases_aggregated":22,"verdict":"mixed","never_hurt":false,"completed_at":"2026-08-11T05:08:36.326861+00:00","run_id":"878436ff-75cc-481f-a18c-ba63697cb091","version_number":3,"is_latest_version":true,"gate":null}],"trust":{"skill_safety":"passed","safety_status":"clean","intent_verdict":"safe","content_status":"clean","indexable":true},"license":"NOASSERTION","install_count":0,"manifest_hash":"350971ee80acac0701fb9ec9bf95ff2f0dcd01ee7472b8657329449ac7b95539","raw_url":"https://app.decimal.ai/s/brycewang-stanford-idea-discovery/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/brycewang-stanford-idea-discovery"}