Bias Assessor Agent Skill

by WILLOSCAR

| Use when `evidence-review` has an extraction table and needs lightweight risk-of-bias fields.

975 tokens

context cost

the whole folder, loaded on every use

files

ships runnable scripts

copies elsewhere

how many repositories repackaged it

496

stars on the repo

on the repository, not the skill itself

Install

one command, takes just this skill from the repository

npx skills add https://github.com/WILLOSCAR/research-units-pipeline-skills --skill bias-assessor

What comes with it

2 588 bytes besides the instruction

scripts/run.py

The instruction itself

7 sections, as written by the author

Bias Assessor

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

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How to use it

Copy the folder

Take willoscar/bias-assessor from the repository into ~/.claude/skills for personal use, or into .claude/skills inside a project.

Check the name does not clash

The agent identifies a skill by the name field in its header. Two skills with the same name cannot sit side by side — one of them will be ignored.