{"slug":"wanshuiyin-paper-claim-audit","source_name":"wanshuiyin/paper-claim-audit","name":"Wanshuiyin/Paper Claim Audit","description":"Zero-context verification that every number, comparison, and scope claim in the paper matches raw result files. Uses a fresh cross-model reviewer with NO prior context to prevent confirmation bias. Use when user says \"审查论文数据\", \"check paper claims\", \"verify numbers\", \"论文数字核对\", or before submission to ensure paper-to-evidence fidelity.","version":2,"lift":{"pass_rate_delta_pts":9.09,"pass_rate_pct":72.7,"total_cases":22,"passed_cases":16,"tokens_delta_pct":190.4,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-11T14:19:54.626452+00:00"},"skill_score":0.7273,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":9.09,"with_pass_pct":72.7,"without_pass_pct":63.6,"tokens_delta_pct":190.4,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":16,"verdict":"mixed","never_hurt":false,"completed_at":"2026-08-11T14:19:54.626452+00:00","run_id":"b8cc679f-08e9-4625-aa21-a62810654df2","version_number":2,"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":"d1a9ad09d62e6f806c8153ae89dbce850ea7c65f8e3e0ce6afd5ee7a32b515fe","raw_url":"https://app.decimal.ai/s/wanshuiyin-paper-claim-audit/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/wanshuiyin-paper-claim-audit"}