{"slug":"brycewang-stanford-ajps-literature-positioning","source_name":"brycewang-stanford/ajps-literature-positioning","name":"Brycewang Stanford/Ajps Literature Positioning","description":"Use when positioning an American Journal of Political Science (AJPS) manuscript against the literature. AJPS is double-blind, so positioning must engage the relevant debates while keeping the manuscript fully anonymized (third-person self-citation, no first-person \"we showed\"). Stakes the contribution; it does not write the lit review.","version":1,"lift":{"pass_rate_delta_pts":63.64,"pass_rate_pct":77.3,"total_cases":22,"passed_cases":17,"tokens_delta_pct":43.5,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-15T15:29:55.290313+00:00"},"skill_score":0.7727,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":63.64,"with_pass_pct":77.3,"without_pass_pct":13.6,"tokens_delta_pct":43.5,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":22,"verdict":"mixed","never_hurt":false,"completed_at":"2026-08-15T15:29:55.290313+00:00","run_id":"dbea5f53-d9b7-4aa8-a3e5-814c0eda7c8d","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":"c1324cc80d4dac238d8131af98b7ab0f3e95b09c488ab55e7dd2160568e6fd21","raw_url":"https://app.decimal.ai/s/brycewang-stanford-ajps-literature-positioning/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/brycewang-stanford-ajps-literature-positioning"}