{"slug":"brycewang-stanford-aejmac-identification","source_name":"brycewang-stanford/aejmac-identification","name":"Brycewang Stanford/Aejmac Identification","description":"Use when the empirical identification of a macro shock or dynamic causal effect is the bottleneck for an American Economic Journal: Macroeconomics (AEJ: Macro) manuscript — SVAR, local projections, narrative, high-frequency/proxy-VAR, or micro-data macro designs. Stress-tests the identification to the AEJ: Macro broad-interest quantitative bar; for model-parameter identification see aejmac-theory-model.","version":1,"lift":{"pass_rate_delta_pts":13.04,"pass_rate_pct":82.6,"total_cases":23,"passed_cases":19,"tokens_delta_pct":33.1,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-15T03:56:21.237460+00:00"},"skill_score":0.8261,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":13.04,"with_pass_pct":82.6,"without_pass_pct":69.6,"tokens_delta_pct":33.1,"turns_delta_pct":0,"total_cases":23,"cases_aggregated":23,"verdict":"mixed","never_hurt":false,"completed_at":"2026-08-15T03:56:21.237460+00:00","run_id":"3ceac09b-ce89-45f8-b1e3-09af2222c91a","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":"617a3bc26330fd6dad14538bf7885788188c2d572dea42fe768157bd95450c53","raw_url":"https://app.decimal.ai/s/brycewang-stanford-aejmac-identification/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/brycewang-stanford-aejmac-identification"}