prompt-refiner

by JacobHuang91 · Agent Tool · ★ 37

About prompt-refiner

๐Ÿš€ 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.

ai-agentsanthropiccost-optimizationfunction-callinglangchainllmmachine-learningopenaiprompt-engineeringprompt-optimization

Quick Facts

Stars37
Forks2
LanguagePython
CategoryAgent Tool
LicenseMIT
Quality Score38.3/100
Last Updated2026-04-12
Created2025-11-24
Platformspython
Est. Tokens~200k

Compatible Skills

These tools work well together with prompt-refiner for enhanced workflows:

  • context-compressor โ€” semantic(0.31)+complementary+rare_topics+same_lang+similar_pop+shared_platform (60%)
  • claude-api-cost-optimization โ€” semantic(0.26)+complementary+rare_topics+same_lang+similar_pop+shared_platform (59%)
  • mcp-server-code-execution-mode โ€” semantic(0.23)+complementary+rare_topics+same_lang+similar_pop+shared_platform (58%)
  • token-optimizer โ€” semantic(0.21)+complementary+rare_topics+same_lang+similar_pop+shared_platform (57%)

More Agent Tool Tools

Explore other popular agent tool tools:

View all Agent Tool tools โ†’

Popular Python Agent Tools

  • AutoGPT โญ 184.5k ยท Agent Tool
  • hermes-agent โญ 162.8k ยท Codex Skill
  • langflow โญ 148.7k ยท Agent Tool
  • open-webui โญ 138.2k ยท MCP Server
  • skills โญ 137.5k ยท Claude Skill

Frequently Asked Questions

What is prompt-refiner?

prompt-refiner is ๐Ÿš€ 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, an. It is categorized as a Agent Tool with 37 GitHub stars.

What programming language is prompt-refiner written in?

prompt-refiner is primarily written in Python. It covers topics such as ai-agents, anthropic, cost-optimization.

How do I install or use prompt-refiner?

You can find installation instructions and usage details in the prompt-refiner GitHub repository at github.com/JacobHuang91/prompt-refiner. The project has 37 stars and 2 forks, indicating an active community.

What license does prompt-refiner use?

prompt-refiner is released under the MIT license, making it free to use and modify according to the license terms.

View on GitHub → Browse Agent Tool tools