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Show HN: SkeptAI – adversarial reasoning agent that challenges LLM outputs

3•datonpope•2h ago
I built this after Claude cited an API feature that doesn't exist in a work analysis that I almost forwarded to a client. CRIT (the custom framework that I built behind it) runs four structured adversarial passes on any LLM output and delivers a scored verdict. Cross-model critique (Claude output gets challenged by GPT-4o and vice versa) to prevent self-referential bias. Free playground, open source framework. Think of it as a "Digital Devil's Advocate". Check it out and let me know what you think. skeptai.dev | github.com/datonpope/skeptai

Comments

jhaugh•1h ago
Cool approach for real-time verification. I built something similar for long-term behavioral patterns: https://github.com/oscarsterling/reasoning-loop

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