{"slug":"brycewang-stanford-ajps-data-analysis","source_name":"brycewang-stanford/ajps-data-analysis","name":"Brycewang Stanford/Ajps Data Analysis","description":"Use when executing and reporting the analysis for an American Journal of Political Science (AJPS) manuscript. AJPS will have a third-party verifier re-run your exact code against the numerical results in the main text before publication, so analyze reproducibly from the first line. Guides analysis and reporting norms; it does not fabricate results.","version":1,"lift":{"pass_rate_delta_pts":13.64,"pass_rate_pct":100,"total_cases":22,"passed_cases":22,"tokens_delta_pct":41.7,"turns_delta_pct":0,"verdict":"pass","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-15T15:29:43.132616+00:00"},"skill_score":1,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":13.64,"with_pass_pct":100,"without_pass_pct":86.4,"tokens_delta_pct":41.7,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":22,"verdict":"pass","never_hurt":true,"completed_at":"2026-08-15T15:29:43.132616+00:00","run_id":"7416c050-fd4e-458d-8432-b719cbda9bae","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":"73f19eb9a7c3eeba80f74f8e0dacc9e2c62f6024ef420c635b5ac45c5394c582","raw_url":"https://app.decimal.ai/s/brycewang-stanford-ajps-data-analysis/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/brycewang-stanford-ajps-data-analysis"}