prompt-enhancer

SKILL.md

Transform user prompts into enhanced, production-ready versions that are concise, clean, and optimally structured for AI agents and sub-agents. Includes optimization techniques for reducing LLM output token usage while maintaining semantic accuracy and backward compatibility.

Task-Based Technique Selection (Optional) Evaluate if the task would benefit from specific prompting techniques:

Apply technique only if it materially improves the task outcome.

及時為 AI/LLM 進行工程設計和優化。能力：轉換不明確的提示、減少代幣使用、改進結構、添加約束、針對特定模型進行優化、向後兼容重寫。行動：改進、增強、優化、重構、壓縮提示。關鍵詞：提示工程、提示優化、令牌效率、LLM提示、AI提示、清晰度、結構、系統提示、用戶提示、少樣本、思維鏈、指令調整、提示壓縮、令牌縮減、提示重寫、語義保存。使用時機：改善不清晰的提示、減少代幣消耗、優化 LLM 輸出、重組詳細請求、創建系統提示、增強提示清晰度。 來源：samhvw8/dot-claude。

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