{"slug":"brycewang-stanford-research-intake","source_name":"brycewang-stanford/research-intake","name":"Brycewang Stanford/Research Intake","description":"Bidirectional review — THE entry point for every research engagement. Reviews everything the researcher has (data, docs, code, instruments) and produces two outputs: (1) a gap analysis showing what their project needs to meet gold standards, and (2) suite-learning findings identifying what our skill suite can learn from what they brought. Runs at the START of every engagement and in lighter form at session END. Use when the user says \"I have data,\" \"review what I have,\" \"where do I start,\" \"look","version":1,"lift":{"pass_rate_delta_pts":22.73,"pass_rate_pct":50,"total_cases":22,"passed_cases":11,"tokens_delta_pct":32.5,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-09T21:40:44.580230+00:00"},"skill_score":0.5,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":22.73,"with_pass_pct":50,"without_pass_pct":27.3,"tokens_delta_pct":32.5,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":17,"verdict":"mixed","never_hurt":false,"completed_at":"2026-08-09T21:40:44.580230+00:00","run_id":"92c94dc5-1327-4f7d-9455-fcfe552ee81b","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":"44828fdc83e7f80570ea8f86b79b22bc2fc0f93cd94986c257e9e141d852a614","raw_url":"https://app.decimal.ai/s/brycewang-stanford-research-intake/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/brycewang-stanford-research-intake"}