📦 Self Improving Agent CN — 自进化智能体
v1.0.0AI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、用户纠正及最佳实践，沉淀为长期记忆，持续优化表现。
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by 下载技能包
最后更新
2026/3/6
安全扫描
OpenClaw
可疑
medium confidenceThe skill's code mostly matches a local memory/logger for corrections, errors, and best practices, but the SKILL.md overclaims automatic triggers and cross-project syncing and the scripts will store any supplied text (including secrets) without sanitization—review before use.
评估建议
This skill is a local logger that writes JSONL records to ~/.openclaw/memory/self-improving and provides a simple check tool. Before installing or enabling it: (1) review the Python source yourself—there are no network calls but the scripts will persist any text you pass in; (2) avoid sending secrets/credentials to these log functions or add client-side redaction; (3) restrict file permissions on the memory directory (chmod 700) or encrypt the files if they may contain sensitive content; (4) be ...详细分析 ▾
ℹ 用途与能力
The name/description promise an "automatic" self-improvement and cross-project memory system. The included Python scripts implement simple CLI logging and lookup to ~/.openclaw/memory/self-improving (errors.jsonl, corrections.jsonl, best_practices.jsonl) which is coherent with long-term memory storage, but there is no code to perform automatic detection of failing commands, listen for user utterances, sync to project .learnings/, or edit AGENTS.md/MEMORY.md despite the documentation claiming those features.
ℹ 指令范围
SKILL.md describes automatic triggers (on non-zero exit codes, specific user phrases) and automatic cross-project sync; runtime instructions primarily show manual CLI invocations of the provided scripts. The scripts only read/write local JSONL files and do not implement the automated monitoring, phrase-detection, or sync/edit operations described in the documentation.
✓ 安装机制
No install spec and the package is instruction+scripts only; the Python files are included and only create/read files under the user's home (~/.openclaw/memory/self-improving). No network downloads or third-party package installs are performed by the skill itself.
✓ 凭证需求
The skill requests no environment variables or external credentials. However, the scripts indiscriminately record whatever strings are passed to them (commands, errors, corrections), and there is no built-in sanitization or secret-detection—so they can persist sensitive data if invoked with such content.
✓ 持久化与权限
The skill does not set always:true and does not modify other skills or system-wide configs. It persists data only under the user's home directory. Note: the platform-default that the agent may invoke the skill autonomously could cause the agent to record data automatically if configured to call these scripts, but that behavior is not implemented by the scripts themselves.
安全有层次，运行前请审查代码。
运行时依赖
无特殊依赖
版本
latestv1.0.02026/3/6
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
● 无害
安装命令
点击复制官方npx clawhub@latest install self-improving-agent-cn
镜像加速npx clawhub@latest install self-improving-agent-cn --registry https://cn.longxiaskill.com