{"slug":"brycewang-stanford-aos-topic-selection","source_name":"brycewang-stanford/aos-topic-selection","name":"Brycewang Stanford/Aos Topic Selection","description":"Use when choosing or sharpening a research question for an Accounting, Organizations and Society (AOS) manuscript — testing whether the question genuinely concerns the social, organizational, behavioral or institutional life of accounting, and picking the intellectual tradition the question demands. Screens fit; it does not build the theory (aos-theory-development).","version":1,"lift":{"pass_rate_delta_pts":54.55,"pass_rate_pct":72.7,"total_cases":22,"passed_cases":16,"tokens_delta_pct":7.5,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-15T09:01:28.308901+00:00"},"skill_score":0.7273,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":54.55,"with_pass_pct":72.7,"without_pass_pct":18.2,"tokens_delta_pct":7.5,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":22,"verdict":"mixed","never_hurt":true,"completed_at":"2026-08-15T09:01:28.308901+00:00","run_id":"dbf648ac-d0fe-4c2a-a356-7be57d865619","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":"dbe09adb1b82ba1a66672eef218b01b9cafcf5d9ada4c2a98bcf9872485d0641","raw_url":"https://app.decimal.ai/s/brycewang-stanford-aos-topic-selection/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/brycewang-stanford-aos-topic-selection"}