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

將模糊的請求轉換為針對 Claude 4.x 優化的生產就緒、無幻覺的提示。應用調查優先協議、反幻覺防護、擴展思維模式和多重示例。當用戶請求提示改進、優化，或要求修復幻覺、構建模糊請求、應用 Claude 4.x 最佳實踐或創建生產級提示時使用。 來源：sitechfromgeorgia/georgian-distribution-system。

查看原文