prompt-optimization

SKILL.md

Transform any request into an optimized, production-ready prompt for Claude 4.x that eliminates hallucinations and ensures first-response accuracy. Apply investigation-first protocols, extended thinking patterns, and anti-hallucination guards.

Explicit Output Format Define EXACTLY what output should look like.

Always Do: ✅ Investigate before answering ✅ Provide multiple examples ✅ Define clear output format ✅ Include anti-hallucination guards ✅ Explain WHY, not just WHAT ✅ Use XML for structure ✅ Test with edge cases

将模糊的请求转换为针对 Claude 4.x 优化的生产就绪、无幻觉的提示。应用调查优先协议、反幻觉防护、扩展思维模式和多重示例。当用户请求提示改进、优化，或要求修复幻觉、构建模糊请求、应用 Claude 4.x 最佳实践或创建生产级提示时使用。 来源：sitechfromgeorgia/georgian-distribution-system。

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