{"slug":"brycewang-stanford-aejmic-identification","source_name":"brycewang-stanford/aejmic-identification","name":"Brycewang Stanford/Aejmic Identification","description":"Use when the question is what makes the result tight or what the data identify for an American Economic Journal: Microeconomics (AEJ: Micro) manuscript — covering both (a) structural/empirical-IO and experimental identification and (b) for pure theory, which assumptions drive the result and how robust the mechanism is. Stress-tests credibility; it does not build the model (see aejmic-theory-model).","version":1,"lift":{"pass_rate_delta_pts":13.64,"pass_rate_pct":81.8,"total_cases":22,"passed_cases":18,"tokens_delta_pct":24,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-15T04:02:59.492660+00:00"},"skill_score":0.8182,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":13.64,"with_pass_pct":81.8,"without_pass_pct":68.2,"tokens_delta_pct":24,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":22,"verdict":"mixed","never_hurt":false,"completed_at":"2026-08-15T04:02:59.492660+00:00","run_id":"917ef59a-6aa2-4693-ae49-21a3d05006e8","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":"b56ec409f3dc4f12c48bb10eca9f2b790dedd878ef6b3ae39cb71f495da7f206","raw_url":"https://app.decimal.ai/s/brycewang-stanford-aejmic-identification/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/brycewang-stanford-aejmic-identification"}