{"slug":"brycewang-stanford-aeja-identification","source_name":"brycewang-stanford/aeja-identification","name":"Brycewang Stanford/Aeja Identification","description":"Use when the causal identification argument is the bottleneck for an American Economic Journal: Applied Economics (AEJ: Applied) manuscript — RCT, difference-in-differences/event study, regression discontinuity, IV, or shift-share. Stress-tests the data-to-causal-estimate mapping to the AEJ: Applied credibility bar before exhibits are finalized; it does not write the prose or build the package.","version":1,"lift":{"pass_rate_delta_pts":59.09,"pass_rate_pct":72.7,"total_cases":22,"passed_cases":16,"tokens_delta_pct":26.5,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-15T03:41:15.154284+00:00"},"skill_score":0.7273,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":59.09,"with_pass_pct":72.7,"without_pass_pct":13.6,"tokens_delta_pct":26.5,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":22,"verdict":"mixed","never_hurt":false,"completed_at":"2026-08-15T03:41:15.154284+00:00","run_id":"dfd7f7ab-2ae3-472e-abf6-aa9d49bf57fd","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":"292c43326e13d0b5aabb32875e2074ba67449fe7749f0ac0208139124184b26e","raw_url":"https://app.decimal.ai/s/brycewang-stanford-aeja-identification/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/brycewang-stanford-aeja-identification"}