{"slug":"brycewang-stanford-aejpol-referee-strategy","source_name":"brycewang-stanford/aejpol-referee-strategy","name":"Brycewang Stanford/Aejpol Referee Strategy","description":"Use when anticipating how AEJ: Economic Policy referees and editors will read a manuscript, before submission or before an R&R, to pre-empt the objections that sink policy-evaluation papers. Maps likely pushback to fixes and calibrates expectations; it does not write the response letter (see aejpol-rebuttal) or fix the identification.","version":1,"lift":{"pass_rate_delta_pts":36.36,"pass_rate_pct":86.4,"total_cases":22,"passed_cases":19,"tokens_delta_pct":21.8,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-15T03:46:18.608502+00:00"},"skill_score":0.8636,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":36.36,"with_pass_pct":86.4,"without_pass_pct":50,"tokens_delta_pct":21.8,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":22,"verdict":"mixed","never_hurt":false,"completed_at":"2026-08-15T03:46:18.608502+00:00","run_id":"84bba4b2-32b4-4081-bc3e-34b85f7b4783","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":"a240dbbaf96aef9be9427d995702f26cde6b697f0163808b9dcc79583f8296fe","raw_url":"https://app.decimal.ai/s/brycewang-stanford-aejpol-referee-strategy/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/brycewang-stanford-aejpol-referee-strategy"}