{"slug":"brycewang-stanford-aeja-theory-model","source_name":"brycewang-stanford/aeja-theory-model","name":"Brycewang Stanford/Aeja Theory Model","description":"Use when an American Economic Journal: Applied Economics (AEJ: Applied) manuscript needs a model to interpret, discipline, or structure its empirical estimates — not to lead the paper. Calibrates how much theory belongs in an empirical-first journal and where it goes; it does not design the identification (aeja-identification) or build a standalone structural estimation.","version":1,"lift":{"pass_rate_delta_pts":38.46,"pass_rate_pct":77.3,"total_cases":22,"passed_cases":17,"tokens_delta_pct":-8.8,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-15T03:43:51.380492+00:00"},"skill_score":0.6923,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":38.46,"with_pass_pct":69.2,"without_pass_pct":30.8,"tokens_delta_pct":-8.8,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":22,"verdict":"mixed","never_hurt":false,"completed_at":"2026-08-15T03:43:51.380492+00:00","run_id":"0a4e5f00-3e9d-45f1-b49d-f0daa0cacb17","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":"bba9018ca759bac9cff75a2d40d37a66794e05dde45d927b5a3ddf6c302ceb93","raw_url":"https://app.decimal.ai/s/brycewang-stanford-aeja-theory-model/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/brycewang-stanford-aeja-theory-model"}