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Bias Assessor
ASecurityUse when `evidence-review` has an extraction table and needs lightweight risk-of-bias fields.
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- Added February 8, 2026
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[](https://www.skillsdirectory.com/skills/willoscar-bias-assessor)---
name: bias-assessor
description: "Use when `evidence-review` has an extraction table and needs lightweight risk-of-bias fields."
---
# Bias Assessor
## Triggers & routing
- **Trigger**: bias, risk-of-bias, RoB, evidence quality, 偏倚评估, 证据质量.
- **Use when**: `evidence-review` 已生成 `papers/extraction_table.csv`,需要在 synthesis 前补齐偏倚/质量字段。
- **Skip if**: 不是 evidence/systematic review,或还没有 `papers/extraction_table.csv`。
- **Network**: none.
- **Guardrail**: 使用简单可复核刻度(low/unclear/high)+ 简短 notes;保持字段一致性。
Enriches the extraction table with lightweight risk-of-bias fields for `evidence-review`.
## Input
- `papers/extraction_table.csv`
## Output
- updated `papers/extraction_table.csv`
## Contract
The table should expose stable RoB columns:
- `rob_selection`
- `rob_measurement`
- `rob_confounding`
- `rob_reporting`
- `rob_overall`
- `rob_notes`
Allowed values are fixed:
- `low`
- `unclear`
- `high`
## Script boundary
`scripts/run.py` should:
- add missing RoB columns
- assign a conservative overall score
- keep notes brief
## Acceptance
- RoB columns exist
- all included rows have values
- values stay within the fixed scale
## Non-goals
- deep methodological critique
- rewriting extraction contents
Attribution
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