Self Evolve

What this skill does

Agent 自主进化引擎——让 AI agent 像生物进化一样持续变强。 核心循环：感知差距 → 搜索方案 → 设计实验 → 跑实验 → 选赢家 → 固化 → 下一轮。 使用场景：定期自主进化、能力升级、工作流优化、skill/工具迭代。 关键词：进化, evolution, self-improve.

Self Evolve 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 Self Evolve

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-evolve-agent 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 Evolve with a single command:

openclaw skills add self-evolve-agent

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

How to use Self Evolve

Once installed, Self Evolve 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-evolve-agent-3.0.0.zip directly from our S3 mirror.
2. Unzip into ~/.openclaw/skills/self-evolve-agent/ (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 Evolve?

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

Is Self Evolve free?

Yes. Self Evolve 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 Evolve do?

Agent 自主进化引擎——让 AI agent 像生物进化一样持续变强。 核心循环：感知差距 → 搜索方案 → 设计实验 → 跑实验 → 选赢家 → 固化 → 下一轮。 使用场景：定期自主进化、能力升级、工作流优化、skill/工具迭代。 关键词：进化, evolution, self-improve.

Related: more other skills skills

If Self Evolve looks useful, you may also want to check out other other skills skills in the OpenClaw catalog:

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Browse the full OpenClaw skill catalog

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