by zscole · Claude Skill · ★ 554
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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. Quick Start How It Works You describe product -- Claude drafts spec -- Multiple LLMs critique in parallel | v | Claude synthesizes + adds own critique | v | Revise and repeat until
| Stars | 554 |
| Forks | 48 |
| Language | Python |
| Category | Claude Skill |
| License | MIT |
| Quality Score | 71.9294071814604/100 |
| Open Issues | 3 |
| Last Updated | 2026-01-22 |
| Created | 2026-01-11 |
| Platforms | claude-code, python |
| Est. Tokens | ~8k |
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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 554 GitHub stars.
adversarial-spec is primarily written in Python. It covers topics such as anthropic, claude-ai, claude-code.
You can find installation instructions and usage details in the adversarial-spec GitHub repository at github.com/zscole/adversarial-spec. The project has 554 stars and 48 forks, indicating an active community.
adversarial-spec is released under the MIT license, making it free to use and modify according to the license terms.
The top alternatives to adversarial-spec on Agent Skills Hub include awesome-claude-plugins, claudepro-directory, Claude-Code-Everything-You-Need-to-Know. Each offers a different approach to the same problem space — compare them side-by-side by stars, quality score, and community activity.