self-improving-agent

What this skill does

记录错误、纠正、能力缺口与最佳实践，形成可复用的持续改进闭环。适用于：命令失败、用户纠正、外部 API/工具异常、发现更优做法、提出新能力需求，以及任务前复盘历史经验。

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-next 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-next

This pulls self-improving-agent-next from ClawHub and installs it into ~/.openclaw/skills/self-improving-agent-next/. 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-next-2.0.1.zip directly from our S3 mirror.
2. Unzip into ~/.openclaw/skills/self-improving-agent-next/ (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-next, and clicking Install. From a terminal you can run: openclaw skills add self-improving-agent-next. Either way the skill is placed in ~/.openclaw/skills/self-improving-agent-next/.

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?

记录错误、纠正、能力缺口与最佳实践，形成可复用的持续改进闭环。适用于：命令失败、用户纠正、外部 API/工具异常、发现更优做法、提出新能力需求，以及任务前复盘历史经验。

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:

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• Binance API ⬇ 2.4K
• Javascript Sdk ⬇ 2.4K
• algorithm-solver ⬇ 2.4K
• WhatsApp video maker ⬇ 2.4K

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