adversarial-spec
Refine product specs through multi-model AI debate until consensus
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Pure Emerald Level IndicatorsFrequently Asked Questions
FAQPage SchemaHow to install adversarial-spec?▼
Run `npx skills add zscole/adversarial-spec --all -g -y` in your terminal to install the skill globally.
What does adversarial-spec do?▼
It drafts a PRD or technical spec, then sends it to multiple AI models for parallel critique, revising the document in rounds until every model agrees it is complete.
Which AI models can review my spec?▼
It supports OpenAI, Anthropic, Google Gemini, xAI Grok, Mistral, Groq, Deepseek, OpenRouter, and AWS Bedrock, using whichever API keys you have configured.
Can I refine an existing spec document?▼
Yes. Point the skill at your existing Markdown file and it will run the adversarial review loop on it, surfacing gaps and challenging assumptions.
Do I need coding skills to use adversarial-spec?▼
No. You describe your product idea in plain English, and the agent handles drafting, debating, and finalizing the document for you.
