autogame-17/evolver

The Self-Evolving Agent Protocol (PCEC). It writes its own code.

JavaScript614 stars180 forks

What it does

The Capability Evolver is a self-evolution engine for AI agents that ensures auditable and protocol-bound changes to enhance performance. It transforms ad hoc prompt modifications into structured, reusable evolution assets, making it crucial for teams managing AI prompts at scale.

Star history

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Tracking

Last trending: 2026-02-21

Creator kit

Hook

Unlock the future of AI evolution with the Capability Evolver – where adaptation meets protocol!

Content angles

Create a tutorial on setting up and using the Capability Evolver for AI projects.
Discuss the importance of audit trails in AI evolution and how this tool addresses it.
Explore real-world use cases where protocol-constrained evolution can improve AI performance.

Who should care

AI developers and teams looking to enhance agent performance through structured evolution.