Error-Driven Evolution

What this skill does

Structured error-to-rule learning system for AI agents.

Error-Driven Evolution 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 Error-Driven 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 error-driven-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 Error-Driven Evolution with a single command:

openclaw skills add error-driven-evolution

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

How to use Error-Driven Evolution

Once installed, Error-Driven 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 error-driven-evolution-1.0.0.zip directly from our S3 mirror.
2. Unzip into ~/.openclaw/skills/error-driven-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 Error-Driven Evolution?

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

Is Error-Driven Evolution free?

Yes. Error-Driven 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 Error-Driven Evolution do?

Structured error-to-rule learning system for AI agents.

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