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Self Improving Agent CN
by
zhengxinjipai
· GitHub ↗
· v1.0.0
23181
Downloads
29
Stars
277
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
Install only if you deliberately want persistent local agent memory. Before using it, require explicit approval for each memory write, any AGENTS.md or MEMORY.md update, git backup, cross-project sync, and any sudo or global install command; regularly inspect and delete stored JSONL memory entries that contain secrets, private paths, or bad guidance.
Capability Assessment
Purpose & Capability
The memory and self-improvement purpose is coherent with the helper scripts, but the skill expands into automatic cross-project memory sync and edits to AGENTS.md and MEMORY.md, which is broader than a simple local logger.
Instruction Scope
The runtime instructions use broad natural-language triggers for automatic recording and include an example of automatically switching to sudo npm install -g after a permission failure.
Install Mechanism
There is no remote installer or obfuscated setup, and the Python scripts are small and readable; however, the metadata does not clearly declare the persistent write behavior the instructions describe.
Credentials
Persistent storage under ~/.openclaw plus project .learnings, AGENTS.md, and MEMORY.md can retain and propagate sensitive or project-specific context across environments.
Persistence & Privilege
Durable memory is central to the skill, but retention, redaction, confirmation, review, rollback, and deletion controls are not clearly defined; the sudo/global-install fallback adds privilege risk.
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 23181 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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