MrTsepa/autoevolve

Pricing

Pricing not publicly listed.

Use cases

Pros & cons

Overview

MrTsepa/autoevolve is an AI agent designed for automated code evolution through self-play, where it mutates code strategies, evaluates them head-to-head, and rates performance using Elo or Bradley-Terry models. It branches from the Pareto front to optimize strategies and reads match traces to guide targeted mutations. It functions as a Claude Code skill for AI-assisted development.

Problem it solves

It automates the iterative improvement of code strategies by simulating competition and selecting high-performing variants, reducing manual trial-and-error in optimization tasks.

Target audience: Developers and teams working with general-purpose descendants automation.

Example workflow

1. 1 User configures the agent with required parameters
2. 2 Agent receives input data or trigger
3. 3 Agent processes the request using its core logic
4. 4 Agent interacts with external services if needed
5. 5 Results are returned to the user

Sample system prompt

              You are MrTsepa/autoevolve, an AI assistant. Help the user accomplish their task efficiently.

            

Tools & technologies

Alternatives

• AutoGPT
• LangChain Agents
• CrewAI

Related AI Agents

FAQs

What is MrTsepa/autoevolve?

MrTsepa/autoevolve is an AI agent designed for automated code evolution through self-play, where it mutates code strategies, evaluates them head-to-head, and rates performance using Elo or Bradley-Terry models. It branches from the Pareto front to optimize strategies and reads match traces to guide targeted mutations. It functions as a Claude Code skill for AI-assisted development.

How much does MrTsepa/autoevolve cost?

MrTsepa/autoevolve's pricing model is Open Source. Pricing not publicly listed.

What is MrTsepa/autoevolve used for?

MrTsepa/autoevolve is used for: Automated refinement of algorithmic trading strategies; Optimizing game-playing AI through self-play; Evolving code solutions for competitive programming; Benchmarking and improving heuristic-based systems.

What are the best alternatives to MrTsepa/autoevolve?

MrTsepa/autoevolve is a General-Purpose Descendants AI agent. Compare it with the best alternatives — ranked by features, pricing, and use case — on our MrTsepa/autoevolve alternatives page.

Is MrTsepa/autoevolve open source?

Yes, MrTsepa/autoevolve is open source.

Can MrTsepa/autoevolve be self-hosted?

Yes, MrTsepa/autoevolve can be self-hosted.

What skill level is required to use MrTsepa/autoevolve?

MrTsepa/autoevolve is designed for intermediate users.

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