{"slug":"brycewang-stanford-amj-literature-positioning","source_name":"brycewang-stanford/amj-literature-positioning","name":"Brycewang Stanford/Amj Literature Positioning","description":"Use when the front end of an Academy of Management Journal (AMJ) manuscript needs to engage the right literatures and stake a clear position in an ongoing theoretical conversation. Positions the paper among theories; it does not derive the hypotheses (amj-theory-development) or write the contribution paragraph (amj-contribution-framing).","version":1,"lift":{"pass_rate_delta_pts":21.74,"pass_rate_pct":91.3,"total_cases":23,"passed_cases":21,"tokens_delta_pct":22.3,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-15T08:50:25.128780+00:00"},"skill_score":null,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":21.74,"with_pass_pct":91.3,"without_pass_pct":69.6,"tokens_delta_pct":22.3,"turns_delta_pct":0,"total_cases":23,"cases_aggregated":22,"verdict":"mixed","never_hurt":false,"completed_at":"2026-08-15T08:50:25.128780+00:00","run_id":"2df86e89-4f1f-4ae5-81b9-fff8f3883d89","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":"db53792cca3a3b7f1ddccf6258726a30e11ce5abd9c0f5624b2a59ed607bc305","raw_url":"https://app.decimal.ai/s/brycewang-stanford-amj-literature-positioning/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/brycewang-stanford-amj-literature-positioning"}