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#141 Overall#21 in Data & AIVerified SKILL.md

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。

OpenClawSKILL.md
24.9KClawHub downloads
838ClawHub active installs
29ClawHub stars
—Momentum rank

What It Does

Self Improving Agent CN packages a focused data & ai workflow for an AI agent. 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 best suited to users who can review the resulting actions and provide only the accounts, files, or command access needed for the task. It is not a substitute for human approval on destructive, financial, security-sensitive, or public-facing actions.

Popular Use Cases

  • Analyze structured or unstructured data
  • Transform raw inputs into useful outputs
  • Run a repeatable AI-assisted workflow
  • Summarize patterns and key findings

Install this Agent Skill

OpenClaw

clawhub install @zhengxinjipai/self-improving-agent-cn

Commands derived from the public ClawHub API record. Checked 2026-10-18. Review the source before running them.

Requirements

OpenClaw or ClawHubRequired / review
Review the source instructions before installationRequired / review
Paid serviceCheck source
Supported systemCheck source

Why It’s Popular

Self Improving Agent CN addresses a recognizable data ai workflow and is included from current public ClawHub adoption.

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