技能库智客分类：其他 self-improving-agent OpenClaw

Self Improving Agent

自我完善代理系统,分析谈话质量,确定改进机会,并不断优化应对策略.

官方网址：作者主页

技能介绍

先看中文介绍；官方 description 原文单独保留，不改写 SKILL.md。

做什么

自我完善代理系统,分析谈话质量,确定改进机会,并不断优化应对策略.

何时用

官方 description 未单独写出 Use when。按规范，代理会在用户任务与这段 description 的关键词匹配时激活本技能。

代理如何加载

按 Agent Skills 渐进披露：启动时只加载 name 与 description（约 100 token）；任务匹配后才读入整份 SKILL.md 正文；scripts/、references/、assets/ 仅在需要时再读。本文件正文结构：Self-Improving Agent、Features、Installation、Usage、Automatic Analysis、Manual Improvement Logging。

文件分析

文件分析：这是一份仅含 SKILL.md 的指令型技能，代理激活后整份正文进入上下文。

官方 description（原文）

Self-improving agent system that analyzes conversation quality, identifies improvement opportunities, and continuously optimizes response strategies.

Self-Improving AgentFeaturesInstallationUsageAutomatic AnalysisManual Improvement LoggingGenerate Weekly ReportConfigurationIntegrationLicense

· 许可：MIT

来源分类：ClawHub Self Improving

来源与网址

市场来源：ClawHub

开源榜 Skill 分类

SKILL.md 与 Agent 调用

官方规范 ↗

name: self-improving-agent
description: Self-improving agent system that analyzes conversation quality, identifies improvement opportunities, and continuously optimizes response strategies.
许可: MIT

发现技能客户端向 Agent 提供名称与描述目录。
匹配与调用用户指定或任务匹配后，载入 SKILL.md 指令。
按需加载按步骤读取参考文档、使用脚本与素材。

具体调用语法与可用工具以目标 Agent 客户端为准。查看调用机制说明 ↗

安装这个技能

Skills CLI ↗

先选择目标 Agent 和安装范围，保留技能包的附属文件，安装后检查客户端能否发现该技能。

交给 Agent 安装

复制安装指令给支持 Agent Skills 的代理，确认其中的目标目录与客户端匹配。

把 Agent Skill「self-improving-agent」安装到我的项目：SKILL.md 原文与官方 description 见 https://zicq.com/zh/skills/skl-e288893265cdd597-Self-Improving-Agent.html
请存为 .cursor/skills/self-improving-agent/SKILL.md 或 .claude/skills/self-improving-agent/SKILL.md，frontmatter 的 name 与 description 保持原样，不要改写。

当前没有明确的 GitHub 技能包地址，请按来源页面的安装器说明操作。

ClawHub ↗

SKILL.md 原文可复制，不会改动源文件

---
name: self-improving-agent
description: Self-improving agent system that analyzes conversation quality, identifies improvement opportunities, and continuously optimizes response strategies.
version: "1.0.0"
author: xiucheng
type: skill
tags: [self-improvement, learning, optimization, reflection, growth]
homepage: https://github.com/xiucheng/self-improving-agent
license: 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

```bash
clawhub install self-improving-agent
```

## Usage

### Automatic Analysis
The skill automatically analyzes conversations after each session.

### Manual Improvement Logging
```python
from self_improving import SelfImprovingAgent

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

### Generate Weekly Report
```python
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!

阅读排版

name: self-improving-agent description: Self-improving agent system that analyzes conversation quality, identifies improvement opportunities, and continuously optimizes response strategies. version: "1.0.0" author: xiucheng type: skill tags: [self-improvement, learning, optimization, reflection, growth] homepage: https://github.com/xiucheng/self-improving-agent license: 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!

Self Improving Agent

技能介绍

做什么

何时用

代理如何加载

文件分析

SKILL.md 与 Agent 调用

安装这个技能

Self-Improving Agent

Features

Installation

Usage

Automatic Analysis

Manual Improvement Logging

Generate Weekly Report

Configuration

Integration

License

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Proactive Agent

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