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name, description, version, author, type, tags, homepage, license
name description version author type tags homepage license
self-improving-agent 分析对话质量、识别改进机会并持续优化响应策略的自我改进代理系统。 1.0.0 xiucheng skill
self-improvement
learning
optimization
reflection
growth
https://github.com/xiucheng/self-improving-agent MIT

Self-Improving Agent

An intelligent self-improvement system for OpenClaw agents that analyzes conversation quality and continuously optimizes performance.

Features

  • 📊 Quality Analysis: Evaluates conversation effectiveness
  • 🎯 Improvement Tracking: Identifies areas for enhancement
  • 📝 Learning Log: Records insights and lessons learned
  • 📈 Weekly Reports: Generates improvement summaries
  • 🔄 Strategy Optimization: Adapts response patterns over time

Installation

clawhub install self-improving-agent

Usage

Automatic Analysis

The skill automatically analyzes conversations after each session.

Manual Improvement Logging

from self_improving import SelfImprovingAgent

sia = SelfImprovingAgent()
sia.log_improvement("Need to be more concise in technical explanations")

Generate Weekly Report

report = sia.generate_weekly_report()
print(report)

Configuration

Setting Default Description
improvement_log ./improvement_log.md Learning log file
soul_file ./SOUL.md Personality anchor file
auto_analyze true Auto-analyze conversations

Integration

Works best with:

  • memory-manager: For tracking improvement history
  • Custom agent personalities (SOUL.md)

License

MIT License - Help agents get better every day!