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zou-group
textgrad

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

51K 4K 288
microsoft
trace-opt

End-to-end Generative Optimization for AI Agents

2K 730 58
tokmacher
tok-protocol

tok is an invisible bridge

2K 0 0
SuperBruceJia
promptcraft

PromptCraft is a prompt perturbation toolkit from the character, word, and sentence levels for prompt robustness analysis. PyPI Package: pypi.org/project/promptcraft

922 23 2
kmrsandeep1998
toonprompt

Universal prompt optimization CLI + Python SDK for Codex, Claude, Cursor, Gemini, Aider, and Continue with Toon-style structured compression.

755 1 0
JacobHuang91
llm-prompt-refiner

🚀 Lightweight Python library for building production LLM applications with smart context management and automatic token optimization. Save 10-20% on API costs while fitting RAG docs, chat history, and prompts into your token budget.

727 37 3
Lancer59
promptfoundry

Open-source, local-first, Production grade intelligent prompt management system. (not affiliated with any company)

572 0 0
kaustav1996
marketing-agent-example

Autonomous prompt management with versioning, A/B experiments, metrics, and LLM-driven optimization. Built on agno.

555 1 0
SuperagenticAI
dspy-code

Claude Code for DSPy: AI-powered interactive development environment for DSPy

464 69 6
kaustav1996
autoresearch-prompt-manager

Autonomous prompt management with versioning, A/B experiments, metrics, and LLM-driven optimization. Built on agno.

440 1 0
JarvisPei
scope-optimizer

SCOPE: Self-evolving Context Optimization via Prompt Evolution - A framework for automatic prompt optimization

381 75 6
kaustav1996
autoresearcher-shonku

Autonomous prompt management with versioning, A/B experiments, metrics, and LLM-driven optimization. Built on agno.

360 1 0
JacobHuang91
prompt-groomer

🚀 Lightweight Python library for building production LLM applications with smart context management and automatic token optimization. Save 10-20% on API costs while fitting RAG docs, chat history, and prompts into your token budget.

241 37 3
yotambraun
flowprompt-ai

Type-safe prompt management with automatic optimization for LLMs

225 6 0
kaustav1996
shonku

Autonomous prompt management with versioning, A/B experiments, metrics, and LLM-driven optimization. Built on agno.

218 1 0
synaptiai
siare

Self-Improving Agentic RAG Engine - Evolve multi-agent RAG pipelines using Quality-Diversity optimization

155 1 0
shobrook
promptimal

Optimize your prompts in the terminal

95 300 15
developzir
iflow-mcp-developzir-gepa-mcp

MCP server integrating GEPA (Genetic-Evolutionary Prompt Architecture) for automatic prompt optimization

89 48 5
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