{"slug":"brycewang-stanford-ajps-theory-building","source_name":"brycewang-stanford/ajps-theory-building","name":"Brycewang Stanford/Ajps Theory Building","description":"Use when building the theoretical argument of an American Journal of Political Science (AJPS) manuscript — whether empirical with explicit mechanisms, formal/game-theoretic, or measurement-driven. AJPS rewards testable theory tightly linked to the empirical strategy, with hypotheses stated before the results. Structures the argument; it does not run analyses.","version":1,"lift":{"pass_rate_delta_pts":9.09,"pass_rate_pct":95.5,"total_cases":22,"passed_cases":21,"tokens_delta_pct":34.1,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-15T15:33:27.943470+00:00"},"skill_score":0.9545,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":9.09,"with_pass_pct":95.5,"without_pass_pct":86.4,"tokens_delta_pct":34.1,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":22,"verdict":"mixed","never_hurt":true,"completed_at":"2026-08-15T15:33:27.943470+00:00","run_id":"8855f624-4cb4-4c70-b7c0-7df6a82b5581","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":"27f3a2d0d2d7911d2b4fd30aea21509b0b991a2d7b52d1d1e8a2d5ae1e0bc1ff","raw_url":"https://app.decimal.ai/s/brycewang-stanford-ajps-theory-building/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/brycewang-stanford-ajps-theory-building"}