{"slug":"xuzhougeng-figure-duplicate-audit","source_name":"xuzhougeng/figure-duplicate-audit","name":"Xuzhougeng/Figure Duplicate Audit","description":"Audit scientific figures for duplicated, reused, transformed, or uninformative image panels. Use for 图片查重, 论文图像重复, PDF figure 审核, when the user attaches a PDF, asks to review selected PDF pages, or tags a directory containing manuscript input images. For PDFs, extract large embedded figure images before splitting them into panels; for directories, preserve originals and split every composite image directly. Produces a reviewed panel manifest, all-pairs candidate table, visual evidence, coverage ","version":1,"lift":{"pass_rate_delta_pts":50,"pass_rate_pct":77.3,"total_cases":22,"passed_cases":17,"tokens_delta_pct":26.2,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-30T20:39:00.799843+00:00"},"skill_score":0.7727,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":50,"with_pass_pct":77.3,"without_pass_pct":27.3,"tokens_delta_pct":26.2,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":19,"verdict":"mixed","never_hurt":true,"completed_at":"2026-08-30T20:39:00.799843+00:00","run_id":"c08bb1d1-e05c-4131-ac56-9602523927e6","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":"AGPL-3.0","install_count":0,"manifest_hash":"0ed25bc57d658c354ba25fa0755fbd028e6d2c9853ef189e8ac9bcbd434ac184","raw_url":"https://app.decimal.ai/s/xuzhougeng-figure-duplicate-audit/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/xuzhougeng-figure-duplicate-audit"}