{"slug":"brycewang-stanford-aeja-robustness","source_name":"brycewang-stanford/aeja-robustness","name":"Brycewang Stanford/Aeja Robustness","description":"Use when an American Economic Journal: Applied Economics (AEJ: Applied) manuscript's headline estimate must be shown to survive specification, sample, and inference choices before submission or in an R&R. Builds the robustness suite a sophisticated referee expects; it does not establish the primary identification (aeja-identification) or format the exhibits (aeja-tables-figures).","version":1,"lift":{"pass_rate_delta_pts":22.73,"pass_rate_pct":95.5,"total_cases":22,"passed_cases":21,"tokens_delta_pct":29.3,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-15T03:41:21.771781+00:00"},"skill_score":0.9545,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":22.73,"with_pass_pct":95.5,"without_pass_pct":72.7,"tokens_delta_pct":29.3,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":22,"verdict":"mixed","never_hurt":true,"completed_at":"2026-08-15T03:41:21.771781+00:00","run_id":"11633140-bd24-4b62-9b5a-76ffffcca23a","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":"39434b10a6ec38a3e716e164e106c3c46d03c78ade492c4270d0acc62d861e42","raw_url":"https://app.decimal.ai/s/brycewang-stanford-aeja-robustness/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/brycewang-stanford-aeja-robustness"}