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capability-evolver

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Auditable self-evolution for AI agents.

Software Engineering#validation#evolution#auditable#capsule#memory-graph#gene#gep
Authorautogame-17
Version1.0.0
Installs0

System Documentation

What problem does it solve?

The Capability Evolver analyzes runtime history to identify failures, inefficiencies, and opportunities for safe, auditable evolution of AI agents.

Core Features & Use Cases

  • Auto-Log Analysis: scans runtime logs and memory to surface actionable signals for evolution.
  • GEP Protocol Execution: emits a Mutation, a PersonalityState, and an EvolutionEvent, storing assets as auditable, reusable records.
  • Deterministic Evolution Loop: supports mad-dog continuous running and explicit review modes to ensure reproducible improvements.
  • Use Cases: governance of agent prompts, hardening agent loops, and encoding fixes as reusable assets for audits and compliance.

Quick Start

Run node index.js to start the evolution cycle.

Dependency Matrix

Required Modules

None required

Components

assets

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: capability-evolver
Download link: https://github.com/autogame-17/evolver/archive/main.zip#capability-evolver

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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