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.

AI/LLM 的快速工程和优化。能力：转换不明确的提示、减少代币使用、改进结构、添加约束、针对特定模型进行优化、向后兼容重写。行动：改进、增强、优化、重构、压缩提示。关键词：提示工程、提示优化、令牌效率、LLM提示、AI提示、清晰度、结构、系统提示、用户提示、少样本、思维链、指令调整、提示压缩、令牌缩减、提示重写、语义保存。使用时机：改善不清晰的提示、减少代币消耗、优化 LLM 输出、重组详细请求、创建系统提示、增强提示清晰度。 来源：samhvw8/dot-claude。

查看原文