{"slug":"brycewang-stanford-amj-contribution-framing","source_name":"brycewang-stanford/amj-contribution-framing","name":"Brycewang Stanford/Amj Contribution Framing","description":"Use when turning results into an explicit theoretical contribution for an Academy of Management Journal (AMJ) manuscript — the \"what new theory do we learn?\" statement and the discussion section. Frames the contribution and implications; it does not build the original theory (amj-theory-development) or run the analysis (amj-data-analysis).","version":1,"lift":{"pass_rate_delta_pts":50,"pass_rate_pct":95.5,"total_cases":22,"passed_cases":21,"tokens_delta_pct":11.3,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-15T08:47:15.245117+00:00"},"skill_score":null,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":50,"with_pass_pct":95.5,"without_pass_pct":45.5,"tokens_delta_pct":11.3,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":22,"verdict":"mixed","never_hurt":false,"completed_at":"2026-08-15T08:47:15.245117+00:00","run_id":"73ab22e6-57a6-44d5-a2a4-02ea3496982b","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":"54893cecfedba0aadbc9da95d5b95ddd10807b238911e9a6795786f405d85b26","raw_url":"https://app.decimal.ai/s/brycewang-stanford-amj-contribution-framing/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/brycewang-stanford-amj-contribution-framing"}