{"slug":"scientific-problem-selection","source_name":"scientific-problem-selection","name":"Scientific Problem Selection","description":"This skill should be used when scientists need help with research problem selection, project ideation, troubleshooting stuck projects, or strategic scientific decisions. Use this skill when users ask to pitch a new research idea, work through a project problem, evaluate project risks, plan research strategy, navigate decision trees, or get help choosing what scientific problem to work on. Typical requests include \"I have an idea for a project\", \"I'm stuck on my research\", \"help me evaluate this ","version":1,"lift":{"pass_rate_delta_pts":50,"pass_rate_pct":58.3,"total_cases":24,"passed_cases":14,"tokens_delta_pct":109.6,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-07-26T12:50:23.820787+00:00"},"skill_score":0.5833,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":50,"with_pass_pct":58.3,"without_pass_pct":8.3,"tokens_delta_pct":109.6,"turns_delta_pct":0,"total_cases":24,"cases_aggregated":24,"verdict":"mixed","never_hurt":false,"completed_at":"2026-07-26T12:50:23.820787+00:00","run_id":"4d781434-3e91-4a6b-9e5b-3f5f6f192da6","version_number":1,"is_latest_version":true,"gate":null}],"trust":{"skill_safety":"passed","safety_status":"clean","intent_verdict":null,"content_status":"clean","indexable":true},"license":null,"install_count":0,"manifest_hash":"6f08ff68b1a588c59daf41e63497f7a6ec230a4fdf91fcc3f5ff63fc56807e26","raw_url":"https://app.decimal.ai/s/scientific-problem-selection/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/scientific-problem-selection"}