What this skill does
Production-grade autonomous self-improvement system with research-backed meta-learning, safe self-modification, and continuous optimization.
Self 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 Self Evolution
The easiest path is via the OpenClaw Easy desktop app — one click, no terminal required:
- Download OpenClaw Easy for macOS or Windows (free, one-click installer, ~30 seconds).
- Open the in-app Skills panel.
- Search for
self-evolutionand click Install. - 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 Evolution with a single command:
openclaw skills add self-evolution
This pulls self-evolution from ClawHub and installs it into ~/.openclaw/skills/self-evolution/. Restart the OpenClaw gateway afterwards so the new skill is discovered.
How to use Self Evolution
Once installed, Self 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:
- Click the Download .zip button above to grab
self-evolution-2.0.0.zipdirectly from our S3 mirror. - Unzip into
~/.openclaw/skills/self-evolution/(create the directory if it does not exist). - Restart OpenClaw Easy (or the OpenClaw CLI gateway) so the new skill is discovered.
Frequently asked questions
How do I install Self Evolution?
Install Self Evolution in the OpenClaw Easy desktop app by opening the Skills panel, searching for self-evolution, and clicking Install. From a terminal you can run: openclaw skills add self-evolution. Either way the skill is placed in ~/.openclaw/skills/self-evolution/.
Is Self Evolution free?
Yes. Self 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 Self Evolution do?
Production-grade autonomous self-improvement system with research-backed meta-learning, safe self-modification, and continuous optimization.
Related: more research & knowledge skills
If Self Evolution looks useful, you may also want to check out other research & knowledge skills in the OpenClaw catalog:
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Free, open-source · Apache-2.0 · Works with Claude, ChatGPT, Gemini, or local Ollama models