{"slug":"brycewang-stanford-idea-discovery-robot","source_name":"brycewang-stanford/idea-discovery-robot","name":"Brycewang Stanford/Idea Discovery Robot","description":"Workflow 1 adaptation for robotics and embodied AI. Orchestrates robotics-aware literature survey, idea generation, novelty check, and critical review to go from a broad robotics direction to benchmark-grounded, simulation-first ideas. Use when user says \"robotics idea discovery\", \"机器人找idea\", \"embodied AI idea\", \"机器人方向探索\", \"sim2real 选题\", or wants ideas for manipulation, locomotion, navigation, drones, humanoids, or general robot learning.","version":3,"lift":{"pass_rate_delta_pts":23.08,"pass_rate_pct":76.9,"total_cases":26,"passed_cases":20,"tokens_delta_pct":110.9,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-11T05:22:42.816414+00:00"},"skill_score":0.7692,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":23.08,"with_pass_pct":76.9,"without_pass_pct":53.8,"tokens_delta_pct":110.9,"turns_delta_pct":0,"total_cases":26,"cases_aggregated":26,"verdict":"mixed","never_hurt":false,"completed_at":"2026-08-11T05:22:42.816414+00:00","run_id":"6de5875e-1c49-4987-9aeb-cd2f5c56d969","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":"498996238480550bad5283faf9338b0d7aba394960fac2f22e8dc69136c90ce3","raw_url":"https://app.decimal.ai/s/brycewang-stanford-idea-discovery-robot/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/brycewang-stanford-idea-discovery-robot"}