首页龙虾技能列表 › Self Improving Agent — 自我改进智能体

Self Improving Agent — 自我改进智能体

v1.0.0

能够自我学习和改进的 AI 智能体,通过分析自身表现不断优化决策和行为。

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运行时依赖

无特殊依赖

安装命令 点击复制

官方clawhub install xiucheng-self-improving-agent
镜像加速clawhub install xiucheng-self-improving-agent --registry https://www.longxiaskill.com

技能文档

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

SettingDefaultDescription
improvement_log./improvement_log.mdLearning log file
soul_file./SOUL.mdPersonality anchor file
auto_analyzetrueAuto-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!

数据来源:ClawHub ↗ · 中文优化:龙虾技能库
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