{"slug":"willoscar-claims-extractor","source_name":"willoscar/claims-extractor","name":"Willoscar/Claims Extractor","description":"Use when a review workspace has manuscript text and needs a traceable claim ledger.\n**Trigger**: claims extractor, extract claims, contributions, assumptions, peer review, 审稿, 主张提取.\n**Use when**: 审稿/评审或 evidence audit，需要把主张列表落盘并可追溯到原文位置（section/page/quote）。\n**Skip if**: 没有可用的稿件/全文（例如缺少 `output/PAPER.md` 或等价文本）。\n**Network**: none.\n**Guardrail**: 每条 claim 必须带可定位的 source pointer；区分 empirical vs conceptual claims。","version":1,"lift":{"pass_rate_delta_pts":22.73,"pass_rate_pct":59.1,"total_cases":22,"passed_cases":13,"tokens_delta_pct":-43.7,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-20T07:39:28.077630+00:00"},"skill_score":null,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":22.73,"with_pass_pct":59.1,"without_pass_pct":36.4,"tokens_delta_pct":-43.7,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":18,"verdict":"mixed","never_hurt":false,"completed_at":"2026-08-20T07:39:28.077630+00:00","run_id":"de24cfd1-29a9-4395-8e7c-c136c1088353","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":"867949c13e27c4cb427b588f02cacfb969e7e1965460d7a514092b4c84bbb82e","raw_url":"https://app.decimal.ai/s/willoscar-claims-extractor/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/willoscar-claims-extractor"}