{"slug":"brycewang-stanford-aejpol-robustness","source_name":"brycewang-stanford/aejpol-robustness","name":"Brycewang Stanford/Aejpol Robustness","description":"Use when an AEJ: Economic Policy manuscript's headline policy estimate needs to be shown stable and credible against specification, sample, inference, and identification threats. Organizes the robustness program by threat-to-the-policy-conclusion; it does not design the primary identification or write exhibits.","version":1,"lift":{"pass_rate_delta_pts":13.04,"pass_rate_pct":100,"total_cases":23,"passed_cases":23,"tokens_delta_pct":20.1,"turns_delta_pct":0,"verdict":"pass","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-15T03:49:35.777422+00:00"},"skill_score":1,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":13.04,"with_pass_pct":100,"without_pass_pct":87,"tokens_delta_pct":20.1,"turns_delta_pct":0,"total_cases":23,"cases_aggregated":23,"verdict":"pass","never_hurt":true,"completed_at":"2026-08-15T03:49:35.777422+00:00","run_id":"6ba509b6-dd7a-470b-ad5c-b3e58f215a34","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":"35363db37ca3b6aad71842d037094fa8b4925d5ab2c58cb3f847827c5b7550cd","raw_url":"https://app.decimal.ai/s/brycewang-stanford-aejpol-robustness/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/brycewang-stanford-aejpol-robustness"}