{"slug":"brycewang-stanford-amann-topic-selection","source_name":"brycewang-stanford/amann-topic-selection","name":"Brycewang Stanford/Amann Topic Selection","description":"Use when judging whether a management/organization literature is an Academy of Management Annals (Annals)-scale review topic — mature, important, fragmented, and integrable into a new framework — rather than a narrow review. Decides fit and frames the review's animating problem; it does not gather the literature (amann-literature-synthesis) or write the proposal (amann-proposal-framing).","version":1,"lift":{"pass_rate_delta_pts":43.48,"pass_rate_pct":95.7,"total_cases":23,"passed_cases":22,"tokens_delta_pct":13.3,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-15T08:46:11.292881+00:00"},"skill_score":null,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":43.48,"with_pass_pct":95.7,"without_pass_pct":52.2,"tokens_delta_pct":13.3,"turns_delta_pct":0,"total_cases":23,"cases_aggregated":23,"verdict":"mixed","never_hurt":false,"completed_at":"2026-08-15T08:46:11.292881+00:00","run_id":"9b34c7a6-5d37-41e2-98c0-88a4fd3870ef","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":"58115c40b4214e6e1dfab89e835df5407103418fac8e81bc531d4834b36b6fa2","raw_url":"https://app.decimal.ai/s/brycewang-stanford-amann-topic-selection/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/brycewang-stanford-amann-topic-selection"}