{"slug":"cnfjlhj-paper-review-pipeline","source_name":"cnfjlhj/paper-review-pipeline","name":"Cnfjlhj/Paper Review Pipeline","description":"Use when a mostly complete ML conference paper needs self-review, pre-submission QA, camera-ready checking, section-by-section critique, citation-risk inspection, or rebuttal/review-response drafting. Skip this for initial drafting and use `paperreview` only when the user explicitly wants external submission.","version":1,"lift":{"pass_rate_delta_pts":22.73,"pass_rate_pct":54.5,"total_cases":22,"passed_cases":12,"tokens_delta_pct":122.9,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-20T15:09:02.329287+00:00"},"skill_score":0.5455,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":22.73,"with_pass_pct":54.5,"without_pass_pct":31.8,"tokens_delta_pct":122.9,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":22,"verdict":"mixed","never_hurt":true,"completed_at":"2026-08-20T15:09:02.329287+00:00","run_id":"c60993aa-ef24-4f5d-92a9-77386b8f4df7","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":null,"install_count":0,"manifest_hash":"1b2da364385b706a5db73196e2816c8f36a208df6851f05029d338963b289ca4","raw_url":"https://app.decimal.ai/s/cnfjlhj-paper-review-pipeline/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/cnfjlhj-paper-review-pipeline"}