AcademySkillsData and reporting

Anti-Autoresearch

Research, review and quality teams that must assess whether an automatically generated paper can be trusted.

  • Recommendedour rating
  • 160gitHub stars
  • MITlicence
  • 4 days agolast update
git clone https://github.com/wanshuiyin/Anti-Autoresearch.git
README.md

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What it does

A Claude Agent Skill for reviewers who need to check papers produced by autoresearch systems. It looks for self-consistency problems and signs of fabrication, and returns a deterministic verdict from a fixed set of signals rather than an opaque AI-text score.

Use cases

  1. 01Check a generated paper for inconsistent results
  2. 02Flag signs of fabricated data or claims
  3. 03Record a verdict with the signals behind it

Questions about
Anti-Autoresearch.

What is Anti-Autoresearch used for?

Research, review and quality teams that must assess whether an automatically generated paper can be trusted. A Claude Agent Skill for reviewers who need to check papers produced by autoresearch systems. It looks for self-consistency problems and signs of fabrication, and returns a deterministic verdict from a fixed set of signals rather than an opaque AI-text score.

How do I install Anti-Autoresearch?

Run this in your terminal: git clone https://github.com/wanshuiyin/Anti-Autoresearch.git

Is Anti-Autoresearch open source?

Yes. The code is on GitHub (wanshuiyin/Anti-Autoresearch) under the MIT licence.

Is Anti-Autoresearch safe to use?

It passed our automatic scan for credential theft, hidden instructions and risky install commands. Third party open source software. Sabemos AI does not maintain it. Check the code and permissions before you connect it to company data.