{"slug":"brycewang-stanford-arsoc-topic-selection","source_name":"brycewang-stanford/arsoc-topic-selection","name":"Brycewang Stanford/Arsoc Topic Selection","description":"Use when judging whether a sociology literature is an Annual Review of Sociology (ARSoc)-scale review topic — mature, broadly important, and genuinely in need of an authoritative cross-subfield synthesis — and framing the review's animating question. Decides fit; it does not gather the literature (arsoc-literature-synthesis) or pitch the Committee (arsoc-proposal-and-commissioning).","version":1,"lift":{"pass_rate_delta_pts":22.73,"pass_rate_pct":86.4,"total_cases":22,"passed_cases":19,"tokens_delta_pct":36.4,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-15T20:20:25.938868+00:00"},"skill_score":0.8636,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":22.73,"with_pass_pct":86.4,"without_pass_pct":63.6,"tokens_delta_pct":36.4,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":22,"verdict":"mixed","never_hurt":false,"completed_at":"2026-08-15T20:20:25.938868+00:00","run_id":"dd490f95-b9ee-4bc4-8a6c-6160d12afb4f","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":"MIT","install_count":0,"manifest_hash":"70a23bcee6f9b4e9263811fb66195b5f3ee4d75d706fd48f03d0be3bb8e59942","raw_url":"https://app.decimal.ai/s/brycewang-stanford-arsoc-topic-selection/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/brycewang-stanford-arsoc-topic-selection"}