{"slug":"brycewang-stanford-a1","source_name":"brycewang-stanford/a1","name":"Brycewang Stanford/A1","description":"VS-Enhanced Research Question Refiner - Prevents Mode Collapse and derives differentiated research questions\nEnhanced VS 3-Phase process: Modal question avoidance, alternatives presentation, differentiated RQ recommendation\nUse when: refining research ideas, formulating research questions, clarifying scope\nTriggers: research question, 연구 질문, PICO, SPIDER, research idea","version":1,"lift":{"pass_rate_delta_pts":68.18,"pass_rate_pct":81.8,"total_cases":22,"passed_cases":18,"tokens_delta_pct":114.6,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-08T11:05:45.070939+00:00"},"skill_score":0.8182,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":68.18,"with_pass_pct":81.8,"without_pass_pct":13.6,"tokens_delta_pct":114.6,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":22,"verdict":"mixed","never_hurt":false,"completed_at":"2026-08-08T11:05:45.070939+00:00","run_id":"cfff9f2e-ff12-4a17-bcc8-7295b43f0272","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":"NOASSERTION","install_count":0,"manifest_hash":"cfca39d68af9fcdb5e4708db37ae0e0b3477e3ab549ac1cac86d88b9879da178","raw_url":"https://app.decimal.ai/s/brycewang-stanford-a1/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/brycewang-stanford-a1"}