{"slug":"brycewang-stanford-aejmac-robustness","source_name":"brycewang-stanford/aejmac-robustness","name":"Brycewang Stanford/Aejmac Robustness","description":"Use when the headline result of an American Economic Journal: Macroeconomics (AEJ: Macro) manuscript must be shown stable across specification, sample, identification, and tuning choices. Builds the robustness program a macro referee will demand; it does not establish the primary identification or model (use aejmac-identification / aejmac-theory-model first).","version":1,"lift":{"pass_rate_delta_pts":13.64,"pass_rate_pct":86.4,"total_cases":22,"passed_cases":19,"tokens_delta_pct":19.9,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-15T03:59:08.477274+00:00"},"skill_score":0.8636,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":13.64,"with_pass_pct":86.4,"without_pass_pct":72.7,"tokens_delta_pct":19.9,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":22,"verdict":"mixed","never_hurt":false,"completed_at":"2026-08-15T03:59:08.477274+00:00","run_id":"4354e911-4e40-44c1-8d7f-0c7a5ae4a8b6","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":"c9cd3625bdfb10417c6b8a248d9f87c397ef90ff418690863d40b1898ecde3f5","raw_url":"https://app.decimal.ai/s/brycewang-stanford-aejmac-robustness/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/brycewang-stanford-aejmac-robustness"}