AcademySkillsDevelopment

adversarial-spec

Product and engineering teams that want a specification challenged from several angles before building.

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  • MITlicence
  • 9 months agolast update

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git clone https://github.com/zscole/adversarial-spec.git
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README.md

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What it does

A Claude Code plugin that refines a product specification by having several language models critique it in parallel. Claude drafts the spec, collects the critiques, adds its own and revises, repeating until the models agree. You need at least one API key, such as OpenAI or OpenRouter. The goal is to surface gaps and edge cases a single model would miss.

Use cases

  1. 01Stress-test a product spec before development starts
  2. 02Find gaps and edge cases in a technical design
  3. 03Review a requirements document with several models
  4. 04Refine a spec for a new backend service

Questions about
adversarial-spec.

What is adversarial-spec used for?

Product and engineering teams that want a specification challenged from several angles before building. A Claude Code plugin that refines a product specification by having several language models critique it in parallel. Claude drafts the spec, collects the critiques, adds its own and revises, repeating until the models agree. You need at least one API key, such as OpenAI or OpenRouter. The goal is to surface gaps and edge cases a single model would miss.

How do I install adversarial-spec?

Run this in your terminal: git clone https://github.com/zscole/adversarial-spec.git

Is adversarial-spec open source?

Yes. The code is on GitHub (zscole/adversarial-spec) under the MIT licence.

Is adversarial-spec 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.

Related resources

Read the guide: Private AI on your company documents ↗

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