prompt-optimization-tools

Open-Source Prompt Engineering Workbench: LLMs complete tasks and score results based on prompts, and automatically iterate to generate higher-quality prompts through Q&A cycles.

✨ **Prompt Optimizer** instantly refines your prompts based on intent and needs. The Chatbot UI provides an organized, focused workspace. Includes a handy copy-paste feature for efficiency.

Compact source code for LLM prompts, measure token savings.

Turn a messy request into a prompt your coding agent gets right the first time. One Agent Skills folder — works in Codex, Claude Code, Cursor, Gemini CLI, Copilot, and 40+ more.

A Claude skill that writes or improves your prompt, then attacks its own draft and fixes the weak spots before you use it. Works in Claude Code, claude.ai and the Claude API.

A fully deployable AI Prompt Optimizer SaaS built with modern tech stack. Transform your prompts for better LLM outputs from GPT-4o, Claude 3.5, and Gemini 1.5 Pro.