{"slug":"willoscar-evidence-auditor","source_name":"willoscar/evidence-auditor","name":"Willoscar/Evidence Auditor","description":"Use when `paper-review` needs a claim-by-claim evidence gap report grounded in an extracted claim ledger.\n**Trigger**: evidence audit, missing evidence, unsupported claims, 审稿证据审计, 证据缺口.\n**Use when**: `paper-review` 流程中，需要逐条检查 claim 的证据链、缺 baseline、评测薄弱点。\n**Skip if**: 缺少 claims 输入（例如还没有 `output/CLAIMS.md`）。\n**Network**: none.\n**Guardrail**: 只写“缺口/风险/下一步验证”，不要替作者补写论述或引入新主张。","version":2,"lift":{"pass_rate_delta_pts":31.82,"pass_rate_pct":54.5,"total_cases":22,"passed_cases":12,"tokens_delta_pct":-44.8,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-20T07:46:27.471689+00:00"},"skill_score":0.5455,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":31.82,"with_pass_pct":54.5,"without_pass_pct":22.7,"tokens_delta_pct":-44.8,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":20,"verdict":"mixed","never_hurt":false,"completed_at":"2026-08-20T07:46:27.471689+00:00","run_id":"8639228a-1682-43f3-a11a-4b067bce74b1","version_number":1,"is_latest_version":false,"gate":null}],"trust":{"skill_safety":"passed","safety_status":"clean","intent_verdict":"safe","content_status":"clean","indexable":true},"license":null,"install_count":0,"manifest_hash":"9dba147c1963ba204bc49fa0570676c6eb7f7ac61e503bd41864f17b48ab948a","raw_url":"https://app.decimal.ai/s/willoscar-evidence-auditor/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/willoscar-evidence-auditor"}