{"slug":"brycewang-stanford-aeja-literature-positioning","source_name":"brycewang-stanford/aeja-literature-positioning","name":"Brycewang Stanford/Aeja Literature Positioning","description":"Use when the marginal contribution of an American Economic Journal: Applied Economics (AEJ: Applied) manuscript is fuzzy or undersold and must be staked precisely against prior applied-micro work. Positions the contribution; it does not fix the identification (aeja-identification) or the prose (aeja-writing-style).","version":1,"lift":{"pass_rate_delta_pts":45.83,"pass_rate_pct":83.3,"total_cases":24,"passed_cases":20,"tokens_delta_pct":22.3,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-15T03:43:14.540976+00:00"},"skill_score":null,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":45.83,"with_pass_pct":83.3,"without_pass_pct":37.5,"tokens_delta_pct":22.3,"turns_delta_pct":0,"total_cases":24,"cases_aggregated":23,"verdict":"mixed","never_hurt":false,"completed_at":"2026-08-15T03:43:14.540976+00:00","run_id":"7959b18b-9a81-4286-a8f4-3f4c71ae1262","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":"3407cd5d3e1271d060cf5d9874bdc0e26502b4f129b79f56911af2fe9204c914","raw_url":"https://app.decimal.ai/s/brycewang-stanford-aeja-literature-positioning/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/brycewang-stanford-aeja-literature-positioning"}