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Adversarial Prompting

Adversarial Prompting

@abe238
developmentProblem AnalysisAdversarial CritiqueSolution Validation

A structured adversarial methodology for problem-solving that generates multiple solutions, rigorously critiques weaknesses, develops validated fixes, and consolidates ranked recommendations to identify failure modes and edge cases before implementation.

🚀 Adversarial Prompting is a structured problem-solving method that generates multiple solutions, then systematically attacks each one to find hidden weaknesses. It forces deep analysis of what could go wrong—edge cases, security risks, performance bottlenecks—before you commit to a decision. You get ranked recommendations backed by thorough reasoning.

💡 Use this when facing complex technical decisions (system architecture, debugging), strategic business problems, or high-stakes choices where understanding failure modes matters. Skip it for simple problems with obvious answers or urgent decisions requiring immediate action.

✨ The key advantage: you see all the thinking behind why solutions work or fail, catching problems early rather than discovering them during implementation.

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Requirements

No additional requirements.

Adversarial Prompting - Structured Problem-Solving & Solution Validation | OpenClaw Skills | Openclawd hub