66 lines
1.7 KiB
Markdown
66 lines
1.7 KiB
Markdown
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---
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name: self-improving-agent
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description: "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。"
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version: "1.0.0"
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author: xiucheng
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type: skill
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tags: [self-improvement, learning, optimization, reflection, growth]
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homepage: https://github.com/xiucheng/self-improving-agent
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license: MIT
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---
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# Self-Improving Agent
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An intelligent self-improvement system for OpenClaw agents that analyzes conversation quality and continuously optimizes performance.
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## Features
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- 📊 **Quality Analysis**: Evaluates conversation effectiveness
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- 🎯 **Improvement Tracking**: Identifies areas for enhancement
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- 📝 **Learning Log**: Records insights and lessons learned
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- 📈 **Weekly Reports**: Generates improvement summaries
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- 🔄 **Strategy Optimization**: Adapts response patterns over time
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## Installation
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```bash
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clawhub install self-improving-agent
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```
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## Usage
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### Automatic Analysis
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The skill automatically analyzes conversations after each session.
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### Manual Improvement Logging
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```python
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from self_improving import SelfImprovingAgent
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sia = SelfImprovingAgent()
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sia.log_improvement("Need to be more concise in technical explanations")
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```
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### Generate Weekly Report
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```python
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report = sia.generate_weekly_report()
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print(report)
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```
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## Configuration
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| Setting | Default | Description |
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|---------|---------|-------------|
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| improvement_log | ./improvement_log.md | Learning log file |
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| soul_file | ./SOUL.md | Personality anchor file |
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| auto_analyze | true | Auto-analyze conversations |
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## Integration
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Works best with:
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- `memory-manager`: For tracking improvement history
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- Custom agent personalities (SOUL.md)
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## License
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MIT License - Help agents get better every day!
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