adversarial-spec

by zscole · Claude Skill · ★ 506

About adversarial-spec

adversarial-spec A Claude Code plugin that iteratively refines product specifications through multi-model debate until consensus is reached. Key insight: A single LLM reviewing a spec will miss things. Multiple LLMs debating a spec will catch gaps, challenge assumptions, and surface edge cases that any one model would overlook. The result is a document that has survived rigorous adversarial review. Claude is an active participant, not just an orchestrator. Claude provides independent critiques, challenges opponent models, and contributes substantive improvements alongside external models.

anthropicclaude-aiclaude-codeclaude-code-pluginclaude-skillsllmorchestration

Quick Facts

Stars506
Forks42
LanguagePython
CategoryClaude Skill
LicenseMIT
Quality Score71.9294071814604/100
Open Issues3
Last Updated2026-01-22
Created2026-01-11
Platformsclaude-code, python
Est. Tokens~8k

Compatible Skills

These tools work well together with adversarial-spec for enhanced workflows:

  • ouroboros — semantic(0.38)+complementary+same_lang+similar_pop+shared_platform (58%)
  • x64dbg-skills — semantic(0.37)+complementary+same_lang+similar_pop+shared_platform (58%)
  • ios-simulator-skill — semantic(0.22)+complementary+same_lang+similar_pop+shared_platform (58%)
  • claude-code-settings — semantic(0.21)+complementary+same_lang+similar_pop+shared_platform (57%)
  • Continuous-Claude-v3 — semantic(0.35)+complementary+same_lang+similar_pop+shared_platform (57%)

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Frequently Asked Questions

What is adversarial-spec?

adversarial-spec is A Claude Code plugin that iteratively refines product specifications by debating between multiple LLMs until all models reach consensus.. It is categorized as a Claude Skill with 506 GitHub stars.

What programming language is adversarial-spec written in?

adversarial-spec is primarily written in Python. It covers topics such as anthropic, claude-ai, claude-code.

How do I install or use adversarial-spec?

You can find installation instructions and usage details in the adversarial-spec GitHub repository at github.com/zscole/adversarial-spec. The project has 506 stars and 42 forks, indicating an active community.

What license does adversarial-spec use?

adversarial-spec is released under the MIT license, making it free to use and modify according to the license terms.

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