Agent Evolution

What this skill does

Agent 行为固化与进化系统。追踪规则执行、检测行为模式、维护身份连续性。用于：让 agent 的行为规则从"写下来"变成"做到了"。当 agent 需要自我改进、行为追踪、角色一致性、重复检测时激活。与 Memelord/memory-tools 互补：它们管记忆，本 skill 管行为。

Agent Evolution is part of the Research & Knowledge category — research and knowledge skills that gather, search, and summarize information. You can install it on its own or alongside other research & knowledge skills from the OpenClaw catalog.

How to install Agent Evolution

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 agent-evolution 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 Agent Evolution with a single command:

openclaw skills add agent-evolution

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

How to use Agent Evolution

Once installed, Agent Evolution 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 agent-evolution-1.0.0.zip directly from our S3 mirror.
2. Unzip into ~/.openclaw/skills/agent-evolution/ (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 Agent Evolution?

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

Is Agent Evolution free?

Yes. Agent Evolution 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 Agent Evolution do?

Agent 行为固化与进化系统。追踪规则执行、检测行为模式、维护身份连续性。用于：让 agent 的行为规则从"写下来"变成"做到了"。当 agent 需要自我改进、行为追踪、角色一致性、重复检测时激活。与 Memelord/memory-tools 互补：它们管记忆，本 skill 管行为。

Related: more research & knowledge skills

If Agent Evolution looks useful, you may also want to check out other research & knowledge skills in the OpenClaw catalog:

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• Amber — Phone-Capable Voice Agent ⬇ 4.3K
• Context Anchor ⬇ 4.3K
• Everclaw ⬇ 4.3K
• Clawhub Skill ⬇ 4.3K

Browse the full OpenClaw skill catalog

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