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Adversarial Debate

GPTClaudeGemini··▲ 874 copies·updated 2026-07-14

adversarial-debate.prompt

# Cross-model debate, iterate to a stronger answer

**Goal:** use disagreement between models as a refinement engine. Propose,
critique, synthesize, repeat until objections stop being novel.

## Pattern
Different vendors play different roles so the critique comes from a
genuinely different architecture, not the same model grading itself.

## Template

when to use it

Community prompt sourced from the open-source GitHub repo illogicalproject/gauntlet-mcp (NOASSERTION). A "Adversarial Debate" style prompt — adapt the placeholders and specifics to your task. Imported as-is and not independently retested here, so check the output before relying on it.