prompt-optimization topic

List prompt-optimization repositories

Awesome-LLM-Prompt-Optimization

199
Stars
9
Forks
Watchers

Awesome-LLM-Prompt-Optimization: a curated list of advanced prompt optimization and tuning methods in Large Language Models

textgrad

3.1k
Stars
259
Forks
3.1k
Watchers

TextGrad: Automatic ''Differentiation'' via Text -- using large language models to backpropagate textual gradients. Published in Nature.

gollm

245
Stars
16
Forks
Watchers

Unified Go interface for Language Model (LLM) providers. Simplifies LLM integration with flexible prompt management and common task functions.

Trace

683
Stars
54
Forks
683
Watchers

End-to-end Generative Optimization for AI Agents

prompt-optimizer

12.4k
Stars
1.5k
Forks
Watchers

一款提示词优化器,助力于编写高质量的提示词

dspy-code

31
Stars
2
Forks
31
Watchers

Claude Code for DSPy: Comprehensive CLI to Optimize Your DSPy Code. our AI-Powered DSPy Development Assistant

promptolution

91
Stars
5
Forks
91
Watchers

A unified, modular Framework for Prompt Optimization

prompt-blueprint

16
Stars
5
Forks
16
Watchers

Enterprise-grade prompt engineering toolkit: Distilled best practices, production-ready meta-prompts, and a professional AI agent that transforms simple requirements into battle-tested prompts.

mcp-prompt-optimizer

18
Stars
2
Forks
18
Watchers

Advanced MCP server providing cutting-edge prompt optimization tools with research-backed strategies

vibe-log-cli

272
Stars
18
Forks
272
Watchers

A CLI tool for logging and analyzing Claude Code and Cursor ai-driven coding session.