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SKILL.md

adjudicative-ai-impartiality-challenge

Agent skill fromlawve-ai/awesome-legal-skills

Public-safe preliminary screen for challenges to the impartiality of an AI evaluator, LLM-as-a-judge, decision-support agent, or adjudicative system based on prior outputs, suspected bias, unstable reasoning, or self-reinforcing memory. Use when asked whether an AI should be recused, disqualified, replaced, audited, or escalated. Does not decide real cases or claim that human judicial-recusal doctrine automatically applies.

How to install adjudicative-ai-impartiality-challenge

install adjudicative-ai-impartiality-challenge
# install the awesome-legal-skills pack with the skills CLI
npx skills add lawve-ai/awesome-legal-skills

# or add only this skill to Claude Code: copy the folder

skills/adjudicative-ai-impartiality-challenge-adrian-lerer/

# into

~/.claude/skills/adjudicative-ai-impartiality-challenge-adrian-lerer/ (all projects)

.claude/skills/adjudicative-ai-impartiality-challenge-adrian-lerer/ (one project)

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