{"slug":"willoscar-bias-assessor","source_name":"willoscar/bias-assessor","name":"Willoscar/Bias Assessor","description":"Use when `evidence-review` has an extraction table and needs lightweight risk-of-bias fields.\n**Trigger**: bias, risk-of-bias, RoB, evidence quality, 偏倚评估, 证据质量.\n**Use when**: `evidence-review` 已生成 `papers/extraction_table.csv`，需要在 synthesis 前补齐偏倚/质量字段。\n**Skip if**: 不是 evidence/systematic review，或还没有 `papers/extraction_table.csv`。\n**Network**: none.\n**Guardrail**: 使用简单可复核刻度（low/unclear/high）+ 简短 notes；保持字段一致性。","version":2,"lift":{"pass_rate_delta_pts":27.27,"pass_rate_pct":54.5,"total_cases":22,"passed_cases":12,"tokens_delta_pct":-41.5,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-20T07:28:02.460611+00:00"},"skill_score":0.5455,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":27.27,"with_pass_pct":54.5,"without_pass_pct":27.3,"tokens_delta_pct":-41.5,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":17,"verdict":"mixed","never_hurt":false,"completed_at":"2026-08-20T07:28:02.460611+00:00","run_id":"686fc57c-5070-4421-b3b9-87704e04d2db","latest_attempt":{"id":"686fc57c-5070-4421-b3b9-87704e04d2db","runner_model":"gemini-3.6-flash","overall_verdict":"mixed","completed_at":"2026-08-20T07:28:02.460611+00:00","gate":null},"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,"total_uses":0,"total_users":0,"manifest_hash":"663ad10a8ee7d1d19c74e5b4cb44108a17b60e48a582aa5c88e821b0e1315116","install_name":"willoscar-bias-assessor","version_id":"929e71a7-0db7-40fd-a98d-498ad2830341","body_sha256":"663ad10a8ee7d1d19c74e5b4cb44108a17b60e48a582aa5c88e821b0e1315116","render_hash":"735bdd1a7aff1a92b58a381caa881dbc1894e9e131b11473e7dc4cf5bcb60ebc","raw_url":"https://app.decimal.ai/s/willoscar-bias-assessor/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/willoscar-bias-assessor"}