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adjudicative-ai-impartiality-challenge-adrian-lerer

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…

Plugin bundle · by lawve-ai

About

adjudicative-ai-impartiality-challenge-adrian-lerer is a plugin bundle for AI coding tools published by lawve-ai. Marketplaces we read that list it: 1 (Community GitHub marketplaces). The last change we recorded was on 2026-10-28. As of our marketplace pass on 2026-10-28.

In its own words, on Community GitHub marketplaces:

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.

What it asks for

  • Installs as a plugin bundle

None of the marketplaces we read publishes its tools or the settings it asks for.

What it declares, asks for and runs, in full

Only install plugins from developers you trust. We list what marketplaces publish and do not test plugins.

Works with

  • Claude Code

From the marketplaces that list it and the MCP transport it declares, as each client documents them. We do not test plugins.

Connect

Commands and configs built only from what its marketplaces declare. We do not run them for you and do not test plugins.

As a Claude Code plugin

Built from what Community GitHub marketplaces declares.

Claude CodeInside a Claude Code session
/plugin marketplace add lawve-ai/awesome-legal-skills
/plugin install adjudicative-ai-impartiality-challenge-adrian-lerer@lawve-ai

Where it is published

MarketplaceStatusVersionFiguresVerifiedFirst seen
Community marketplace lawve-ai/awesome-legal-skills (Open the source on GitHub) Listed not stated Forks (GitHub): 120
Stars (GitHub): 904
Not marked

Each figure is the marketplace's own and is never added up across marketplaces. A marketplace that publishes no figure shows none: no number is not zero.

Listed in one community marketplace
MarketplaceRepositoryStars (GitHub)
lawve-ai lawve-ai/awesome-legal-skills 904

Which marketplaces we read and how we check them

What the bundle contains

As published on Community GitHub marketplaces.

Skills: 1

  • adjudicative-ai-impartiality-challenge

What changed

  1. Became a product we track
  2. Community GitHub marketplaces: appeared

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Found by meaning, not by shared code or a shared repository: similar plugins stay separate products, and this is not a review or a recommendation.

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