{"slug":"brycewang-stanford-apsr-literature-positioning","source_name":"brycewang-stanford/apsr-literature-positioning","name":"Brycewang Stanford/Apsr Literature Positioning","description":"Use when positioning an American Political Science Review (APSR) manuscript against the literature so it reads as a discipline-wide contribution. APSR readers span subfields, so the paper must engage the literatures they expect and avoid the desk-rejection trigger of \"failure to engage the relevant literatures.\" Stakes the contribution; it does not write the lit review.","version":1,"lift":{"pass_rate_delta_pts":22.73,"pass_rate_pct":95.5,"total_cases":22,"passed_cases":21,"tokens_delta_pct":33.8,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-15T15:46:45.494233+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":33.8,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":22,"verdict":"mixed","never_hurt":false,"completed_at":"2026-08-15T15:46:45.494233+00:00","run_id":"115fa831-bd42-4631-b1c7-e187cfcc8a95","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":"0f174cd3e23f6ced89db847c97b5f5754bffa8b37b1b8863888b3cb6f35c2aac","raw_url":"https://app.decimal.ai/s/brycewang-stanford-apsr-literature-positioning/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/brycewang-stanford-apsr-literature-positioning"}