self-evolution

OpenClaw 自进化系统 - 让AI具备自我学习与自我提升能力 通过「犯错→学习→提炼→强化」的闭环机制,实现真正的自我改进 核心能力:自动发现问题、分析根因、提出建议、验证效果、落地形成规则

Safety Notice

This listing is from the official public ClawHub registry. Review SKILL.md and referenced scripts before running.

Copy this and send it to your AI assistant to learn

Install skill "self-evolution" with this command: npx skills add openclaw-auto-evolve

OpenClaw 自进化系统

让AI具备真正的自我改进能力。

核心能力

1. 自进化闭环

自动发现问题 → 分析根因 → 提出建议 → 验证效果 → 落地形成规则

2. 记忆分层管理

  • 核心记忆:常驻内存,跨会话持久化
  • 次要记忆:按需加载,语义检索

3. 规则治理

  • 集中式规则库
  • 置信度自动调整
  • 隐私分级保护

4. 健康监控

  • 实时健康评分
  • 模块状态追踪
  • 问题预警

使用方法

触发关键词

当用户提到以下词汇时,自动激活自进化功能:

  • 自进化、自愈、零人工维护、学习闭环

手动触发

直接输入:/自进化

查看系统状态

输入:/自进化状态/health

注意事项

  • 本技能依赖 OpenClaw 4.5+ 环境
  • 首次使用会自动初始化规则库
  • 建议配合 memory 模块使用效果更佳

Source Transparency

This detail page is rendered from real SKILL.md content. Trust labels are metadata-based hints, not a safety guarantee.

Related Skills

Related by shared tags or category signals.

Automation

yan-learning-engine

yan-learning-engine自动每小时驱动炎月执行预设学习和贡献任务,促进持续自我进化和技术积累。

Registry SourceRecently Updated
3290Profile unavailable
Automation

Self Improvement Loop

Per-agent feedback loop for OpenClaw — captures corrections/errors/features, detects patterns per agent workspace, notifies via per-agent channel bot, and ex...

Registry SourceRecently Updated
3040Profile unavailable
Automation

Auto Skill Distiller

Auto-distill successful workflows into reusable skills. Use after completing any multi-step task to evaluate if the workflow should be saved as a skill. Trig...

Registry SourceRecently Updated
860Profile unavailable
Automation

Daily Learning Summary

Generates a daily structured summary of AI learning activities by integrating InStreet, ClawHub discoveries, skill usage, and lessons learned into dated mark...

Registry Source
1240Profile unavailable