Promptheus

关于

Promptheus is a comprehensive tool designed to enhance interactions with Large Language Models (LLMs) by automating prompt engineering. It intelligently analyzes and refines user prompts through adaptive questioning, ensuring optimal clarity and effectiveness. The tool supports a wide array of LLM providers including Google Gemini, Anthropic Claude, OpenAI, Groq, Alibaba Qwen, and Zhipu GLM, offering multi-provider flexibility. Users can iteratively improve outputs via interactive refinement in both a command-line interface and a web UI, benefiting from automatic session history tracking for continuous enhancement. Additionally, it includes a Model Context Protocol (MCP) server for seamless integration of its prompt refinement and model inspection capabilities into other systems.

主要功能

• Adaptive prompt refinement with intelligent clarification questions
• Integration with multiple LLM providers (Google, OpenAI, Anthropic, Groq, Qwen, GLM, OpenRouter)
• Interactive command-line interface (CLI) and Web UI for prompt optimization
• Automatic session history and prompt management
• Model Context Protocol (MCP) server for API integration
• 10 GitHub stars

使用案例

• Automating code analysis and security reviews using directly enhanced LLM prompts
• Integrating advanced prompt refinement and LLM interaction into Unix pipelines and shell scripts
• Generating high-quality content like blog posts with specific audience and tone requirements