Promptimizer — Agent Tool by austin-starks

by austin-starks · Agent Tool · ★ 211

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About Promptimizer

Promptimizer – Automated AI-Powered Prompt Optimization Framework This project implements an automated system for optimizing AI prompts using genetic algorithms and machine learning techniques. It's designed to evolve and improve any LLM prompt. The example in this repo is focused on AI-driven stock screening. Read more about it here. Warning/Disclaimer Optimizing prompts using this framework can be VERY expensive! I accept no liability for any costs incurred. If cost is a consideration, please use local LLMs like Ollama for optimization. Check out NexusTrade To see the results of the optimized prompt, check out NexusTrade.io. NexusTrade is an AI-Powered automated trading and investment platform that allows users to create, test, optimize, and deploy algorithmic trading strategies.

aianthropicaritificial-intelligencegenetic-algorithmlarge-language-modelllama3llama3-1llamacppllmmachine-learning

Quick Facts

Stars211
Forks22
LanguageTypeScript
CategoryAgent Tool
Quality Score37.65/100
Open Issues1
Last Updated2024-07-31
Created2024-07-26
Platformsnode
Est. Tokens~18k

Compatible Skills

These tools work well together with Promptimizer for enhanced workflows:

  • mcp-server-langfuse — semantic(0.17)+complementary+rare_topics+same_lang+similar_pop+shared_platform (60%)
  • claude-prompts — semantic(0.26)+complementary+rare_topics+same_lang+similar_pop+shared_platform (58%)
  • flompt — semantic(0.22)+complementary+same_lang+similar_pop+shared_platform (53%)
  • mcp-image — semantic(0.19)+complementary+same_lang+similar_pop+shared_platform (52%)
  • chatdev — semantic(0.18)+complementary+same_lang+similar_pop+shared_platform (51%)

Promptimizer alternative? Top 6 similar tools

Looking for a Promptimizer alternative? If you're comparing Promptimizer with other agent tool tools, these 6 projects are the closest alternatives on Agent Skills Hub — ranked by topic overlap, star count, and community traction.

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Frequently Asked Questions

What is Promptimizer?

Promptimizer is An Automated AI-Powered Prompt Optimization Framework. It is categorized as a Agent Tool with 211 GitHub stars.

What programming language is Promptimizer written in?

Promptimizer is primarily written in TypeScript. It covers topics such as ai, anthropic, aritificial-intelligence.

How do I install or use Promptimizer?

You can find installation instructions and usage details in the Promptimizer GitHub repository at github.com/austin-starks/Promptimizer. The project has 211 stars and 22 forks, indicating an active community.

What are the best alternatives to Promptimizer?

The top alternatives to Promptimizer on Agent Skills Hub include cai, samples, agent-builder. Each offers a different approach to the same problem space — compare them side-by-side by stars, quality score, and community activity.

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