{"slug":"willoscar-screening-manager","source_name":"willoscar/screening-manager","name":"Willoscar/Screening Manager","description":"Use when an approved `evidence-review` protocol needs to be applied to a candidate pool.\n**Trigger**: screening, title/abstract screening, inclusion/exclusion, screening_log.csv, 文献筛选, 纳入排除.\n**Use when**: `evidence-review` 的 screening 阶段（C2/C3），protocol 已锁定并通过 HUMAN 审批。\n**Skip if**: 还没有 `output/PROTOCOL.md`（或 protocol 未通过签字）。\n**Network**: none.\n**Guardrail**: 每条记录包含决策与理由；保持可审计（不要把“未读/不确定”当作纳入）。","version":1,"lift":{"pass_rate_delta_pts":13.64,"pass_rate_pct":40.9,"total_cases":22,"passed_cases":9,"tokens_delta_pct":-40.7,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-20T08:42:59.411218+00:00"},"skill_score":null,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":13.64,"with_pass_pct":40.9,"without_pass_pct":27.3,"tokens_delta_pct":-40.7,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":16,"verdict":"mixed","never_hurt":false,"completed_at":"2026-08-20T08:42:59.411218+00:00","run_id":"aa917537-c1a5-4307-86b3-fef393c599a8","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":"91df87820b59fcff327f3eaa50898de6e63a3ee13e143904fc421ed2c9e2b976","raw_url":"https://app.decimal.ai/s/willoscar-screening-manager/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/willoscar-screening-manager"}