{"slug":"brycewang-stanford-aejmac-theory-model","source_name":"brycewang-stanford/aejmac-theory-model","name":"Brycewang Stanford/Aejmac Theory Model","description":"Use when the quantitative model is the bottleneck for an American Economic Journal: Macroeconomics (AEJ: Macro) manuscript — DSGE, New Keynesian, heterogeneous-agent (HANK / Aiyagari-Bewley), or structural estimation — and calibration, parameter identification, solution accuracy, or counterfactual validity need discipline. For empirical shock identification see aejmac-identification.","version":1,"lift":{"pass_rate_delta_pts":54.55,"pass_rate_pct":81.8,"total_cases":22,"passed_cases":18,"tokens_delta_pct":16.2,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-15T04:01:22.466844+00:00"},"skill_score":0.8182,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":54.55,"with_pass_pct":81.8,"without_pass_pct":27.3,"tokens_delta_pct":16.2,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":22,"verdict":"mixed","never_hurt":false,"completed_at":"2026-08-15T04:01:22.466844+00:00","run_id":"115fd71a-207f-445f-90fe-cf180618a6ec","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":"7daa28be88f93d55416de97f1d7423f63a52ca928eeddc4171c864f0d3092725","raw_url":"https://app.decimal.ai/s/brycewang-stanford-aejmac-theory-model/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/brycewang-stanford-aejmac-theory-model"}