Self-Improving Agent

What this skill does

基于对经验的持续学习，不断优化 Agent 能力。适用于完成重要任务后、出现错误时、会话结束时，或用户输入“自我进化”“总结经验”“从经验中学习”等指令时触发。

Self-Improving Agent is part of the Developer Tools category — developer tools that help your agent write, review, debug, and ship code. You can install it on its own or alongside other developer tools skills from the OpenClaw catalog.

How to install Self-Improving Agent

The easiest path is via the OpenClaw Easy desktop app — one click, no terminal required:

1. Download OpenClaw Easy for macOS or Windows (free, one-click installer, ~30 seconds).
2. Open the in-app Skills panel.
3. Search for self-improving-agent-skill and click Install.
4. The skill activates automatically when an incoming message matches its description.

Install from the command line

If you already run the OpenClaw CLI, add Self-Improving Agent with a single command:

openclaw skills add self-improving-agent-skill

This pulls self-improving-agent-skill from ClawHub and installs it into ~/.openclaw/skills/self-improving-agent-skill/. Restart the OpenClaw gateway afterwards so the new skill is discovered.

How to use Self-Improving Agent

Once installed, Self-Improving Agent activates on its own: when an incoming message on WhatsApp, Telegram, Slack, Discord, Feishu or Line matches the skill's description, your OpenClaw agent loads it and runs the workflow. You can also trigger it explicitly by describing the task in chat. No extra configuration is required after install.

Manual install (advanced)

If you prefer manual installation:

1. Click the Download .zip button above to grab self-improving-agent-skill-0.2.0.zip directly from our S3 mirror.
2. Unzip into ~/.openclaw/skills/self-improving-agent-skill/ (create the directory if it does not exist).
3. Restart OpenClaw Easy (or the OpenClaw CLI gateway) so the new skill is discovered.

Frequently asked questions

How do I install Self-Improving Agent?

Install Self-Improving Agent in the OpenClaw Easy desktop app by opening the Skills panel, searching for self-improving-agent-skill, and clicking Install. From a terminal you can run: openclaw skills add self-improving-agent-skill. Either way the skill is placed in ~/.openclaw/skills/self-improving-agent-skill/.

Is Self-Improving Agent free?

Yes. Self-Improving Agent is free and open-source, distributed under the Apache-2.0 license through ClawHub. No account or payment is required to download or run it.

What does Self-Improving Agent do?

基于对经验的持续学习，不断优化 Agent 能力。适用于完成重要任务后、出现错误时、会话结束时，或用户输入“自我进化”“总结经验”“从经验中学习”等指令时触发。

Related: more developer tools skills

If Self-Improving Agent looks useful, you may also want to check out other developer tools skills in the OpenClaw catalog:

• Self-Improving Agent ⬇ 2K
• Skill ⬇ 2K
• UGC Campaign Pipeline ⬇ 2K
• Seedance Video Generation BytePlus ⬇ 2K
• Doppel Architect ⬇ 2K

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