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Self Improving Agent CN
by
zhengxinjipai
· GitHub ↗
· v1.0.0
24947
Downloads
29
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0
Active Installs
1
Versions
Install in OpenClaw
/install self-improving-agent-cn
Description
AI自我改进与记忆系统 - 解决'同类错误反复犯、用户纠正不长记性'的痛点。自动捕获错误、用户纠正、最佳实践，并转化为长期记忆。
Usage Guidance
Review this skill carefully before installing. It is not showing remote execution or hidden exfiltration, but it can persist user text, command failures, and suggested fixes into long-term memory and agent instruction files. Only use it if you are comfortable with automatic memory writes, and avoid letting it save secrets, raw command lines, or sudo-based fixes without explicit review.
Capability Assessment
Credentials
The skill writes global memory and instructs synchronization to current-project .learnings, AGENTS.md, and MEMORY.md. That is high-impact for an agent-behavior skill because project files may be version-controlled or reused across sessions.
Install Mechanism
Installation is simple local file usage with no remote payloads or package dependencies observed. It creates a predictable global memory directory under ~/.openclaw/memory/self-improving but does not define restrictive permissions or a permissions boundary.
Instruction Scope
Automatic triggers such as broad correction phrases and command failures are under-scoped, and the retrieved records are presented as recommendations or corrections without labeling them as untrusted data or requiring confirmation before reuse.
Persistence & Privilege
Persistent plaintext storage is central to the skill, but it has no enforced redaction, retention, approval, or deletion controls. It also includes examples where a future command may automatically switch to sudo after a prior permission failure.
Purpose & Capability
The stated purpose matches the scripts: logging errors, corrections, and best practices, then checking them later. The concern is that the skill also tells the agent to automatically promote memories into AGENTS.md and MEMORY.md, turning free-form user or tool text into persistent agent guidance.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install self-improving-agent-cn - After installation, invoke the skill by name or use
/self-improving-agent-cn - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
Initial release of AI自我改进与记忆系统:
- 自动捕获、记录命令错误、用户纠正与最佳实践并转为长期记忆
- 支持跨项目同步与全局+项目级记忆管理
- 执行前智能检查相关记忆，规避重复犯错
- 触发机制自动化，无需手动干预
- 重要经验自动更新至 AGENTS.md、MEMORY.md 等文档
- 增强与原有 self-improvement skill 的对比与兼容
Metadata
Frequently Asked Questions
What is Self Improving Agent CN?
AI自我改进与记忆系统 - 解决'同类错误反复犯、用户纠正不长记性'的痛点。自动捕获错误、用户纠正、最佳实践，并转化为长期记忆。 It is an AI Agent Skill for Claude Code / OpenClaw, with 24947 downloads so far.
How do I install Self Improving Agent CN?
Run "/install self-improving-agent-cn" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Self Improving Agent CN free?
Yes, Self Improving Agent CN is completely free (open-source). You can download, install and use it at no cost.
Which platforms does Self Improving Agent CN support?
Self Improving Agent CN is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Self Improving Agent CN?
It is built and maintained by zhengxinjipai (@zhengxinjipai); the current version is v1.0.0.
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