SkeptAI
The adversarial AI agent that challenges LLM outputs
SkeptAI launched on March 17, 2026 with 2 votes, #5,166 of 23,380 launches that month.
What it does
SkeptAI is the adversarial reasoning layer that challenges AI outputs before you act on them. Paste any response from Claude, ChatGPT, or Gemini. CRIT runs four structured passes, then it takes action. CRIT generates a revised output with all critical findings addressed, runs web verification on factual claims inline, and exports a GitHub issue template if you need to escalate. We built this because LLMs optimize for confidence. CRIT optimizes for honesty.
SkeptAI runs four adversarial passes on any LLM output — surfacing assumptions, pressure testing claims, auditing blind spots — and delivers a scored verdict before you act on it. Free, open source, no account required.
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