Evolution Orchestrator Skill
CommunityIntelligent evolution strategy selection
Software Engineering#self-improvement#ai#orchestration#evolution#strategy selection#stagnation prevention
AuthorWangK0221
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This skill addresses the challenge of repetitive or ineffective AI evolution cycles by dynamically selecting the most appropriate evolution strategy based on real-time system signals and historical performance.
Core Features & Use Cases
- Stagnation Prevention: Automatically detects and breaks repetitive evolution loops by rotating between 'repair', 'optimize', and 'innovate' intents.
- Signal-Driven Adaptation: Responds to specific signals like 'evolution_stagnation_detected' or 'log_error' by prioritizing relevant evolution intents.
- Use Case: When the AI's learning process appears to be stuck in a loop without improvement, this orchestrator can intelligently switch to a 'repair' or 'innovate' mode to break the cycle and encourage new learning pathways.
Quick Start
Initiate the evolution orchestrator to analyze the current system state and recommend an optimal evolution strategy.
Dependency Matrix
Required Modules
fspath
Components
scripts
💻 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 Orchestrator Skill Download link: https://github.com/WangK0221/OpenClaw_Shrimp/archive/main.zip#evolution-orchestrator-skill Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
Agent Skills Search Helper
Install a tiny helper to your Agent, search and equip skill from 223,000+ vetted skills library on demand.