Self Evolving Skill
What this skill does
Meta-cognitive self-learning system - Automated skill evolution based on predictive coding and value-driven mechanisms.
Self Evolving Skill is part of the Automation & Workflows category — automation and workflow skills that schedule, trigger, and orchestrate tasks. You can install it on its own or alongside other automation & workflows skills from the OpenClaw catalog.
How to install Self Evolving Skill
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-evolving-skilland 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 Evolving Skill with a single command:
openclaw skills add self-evolving-skill
This pulls self-evolving-skill from ClawHub and installs it into ~/.openclaw/skills/self-evolving-skill/. Restart the OpenClaw gateway afterwards so the new skill is discovered.
How to use Self Evolving Skill
Once installed, Self Evolving Skill 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-evolving-skill-1.0.2.zipdirectly from our S3 mirror. - Unzip into
~/.openclaw/skills/self-evolving-skill/(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 Evolving Skill?
Install Self Evolving Skill in the OpenClaw Easy desktop app by opening the Skills panel, searching for self-evolving-skill, and clicking Install. From a terminal you can run: openclaw skills add self-evolving-skill. Either way the skill is placed in ~/.openclaw/skills/self-evolving-skill/.
Is Self Evolving Skill free?
Yes. Self Evolving Skill 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 Evolving Skill do?
Meta-cognitive self-learning system - Automated skill evolution based on predictive coding and value-driven mechanisms.
Related: more automation & workflows skills
If Self Evolving Skill looks useful, you may also want to check out other automation & workflows skills in the OpenClaw catalog:
Browse the full OpenClaw skill catalog
This page covers just one skill. The OpenClaw skill hub has 10,000+ more — search, sort by downloads or stars, and install any of them in one click. There is also a curated awesome-openclaw-skills list grouped by use case.
Get OpenClaw Easy — Free
Install Self Evolving Skill and 10,000+ other OpenClaw skills in one click. Free, open-source, runs locally on macOS & Windows.
Free, open-source · Apache-2.0 · Works with Claude, ChatGPT, Gemini, or local Ollama models