Recursive Self Improvement

What this skill does

递归自我改进系统，能够自动检测错误并修复，或持续优化和重构。包含修复模式和优化模式，支持并发执行、自动化测试、性能监控、智能调度、自适应学习、错误预测和异常恢复。用于需要持续自我优化的系统。

Recursive Self Improvement is part of the Other Skills category — OpenClaw skills that extend your agent with new capabilities. You can install it on its own or alongside other other skills skills from the OpenClaw catalog.

How to install Recursive Self Improvement

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 recursive-self-improvement 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 Recursive Self Improvement with a single command:

openclaw skills add recursive-self-improvement

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

How to use Recursive Self Improvement

Once installed, Recursive Self Improvement 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 recursive-self-improvement-1.0.0.zip directly from our S3 mirror.
2. Unzip into ~/.openclaw/skills/recursive-self-improvement/ (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 Recursive Self Improvement?

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

Is Recursive Self Improvement free?

Yes. Recursive Self Improvement 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 Recursive Self Improvement do?

递归自我改进系统，能够自动检测错误并修复，或持续优化和重构。包含修复模式和优化模式，支持并发执行、自动化测试、性能监控、智能调度、自适应学习、错误预测和异常恢复。用于需要持续自我优化的系统。

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Browse the full OpenClaw skill catalog

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