{"slug":"brycewang-stanford-amj-topic-selection","source_name":"brycewang-stanford/amj-topic-selection","name":"Brycewang Stanford/Amj Topic Selection","description":"Use when scoping or sanity-checking a research question for an Academy of Management Journal (AMJ) manuscript — fit, theory-drivenness, and feasibility. Decides whether the idea can earn a theoretical contribution; it does not build the theory itself (use amj-theory-development) or position the literature (amj-literature-positioning).","version":1,"lift":{"pass_rate_delta_pts":27.27,"pass_rate_pct":100,"total_cases":22,"passed_cases":22,"tokens_delta_pct":21.4,"turns_delta_pct":0,"verdict":"pass","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-15T08:41:37.935027+00:00"},"skill_score":null,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":27.27,"with_pass_pct":100,"without_pass_pct":72.7,"tokens_delta_pct":21.4,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":22,"verdict":"pass","never_hurt":true,"completed_at":"2026-08-15T08:41:37.935027+00:00","run_id":"6858200d-f17c-48fb-82ef-be238496918e","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":"1a34c05dddbb480c63ed9ac42ad82dd60b5c7eea5145832d9e37cb3fdf5200a5","raw_url":"https://app.decimal.ai/s/brycewang-stanford-amj-topic-selection/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/brycewang-stanford-amj-topic-selection"}