evolution-engine
CommunitySelf-improving AI agent for continuous evolution.
Software Engineering#agent behavior#system monitoring#self-correction#ai evolution#pcec#anti-entropy
Authorbest
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill addresses the challenge of AI agents drifting from their intended behavior or becoming inefficient over time, ensuring continuous self-correction and improvement.
Core Features & Use Cases
- Behavioral Monitoring: Analyzes logs and system health to detect deviations and inefficiencies.
- Automated Correction: Implements fixes for skills, cron jobs, or knowledge gaps.
- Convergence Tracking: Monitors the effectiveness of fixes and tracks progress towards stable, anti-entropic behavior.
- Use Case: An AI agent consistently makes a specific type of mistake. This Skill identifies the pattern, modifies the relevant skill's logic, and verifies that the mistake no longer occurs, preventing future human intervention.
Quick Start
Run the evolution engine to discover and fix behavioral issues in the system.
Dependency Matrix
Required Modules
None requiredComponents
scriptsreferencesassets
💻 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: evolution-engine Download link: https://github.com/best/openclaw-skills/archive/main.zip#evolution-engine Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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