Iterative Code Evolution
What this skill does
Systematically improve code through disciplined analysis, targeted mutations, verification, scoring, and logging to iteratively enhance quality and design.
Iterative Code Evolution is part of the Developer Tools category — developer tools that help your agent write, review, debug, and ship code. You can install it on its own or alongside other developer tools skills from the OpenClaw catalog.
How to install Iterative Code 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
iterative-code-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 Iterative Code Evolution with a single command:
openclaw skills add iterative-code-evolution
This pulls iterative-code-evolution from ClawHub and installs it into ~/.openclaw/skills/iterative-code-evolution/. Restart the OpenClaw gateway afterwards so the new skill is discovered.
How to use Iterative Code Evolution
Once installed, Iterative Code 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
iterative-code-evolution-1.0.0.zipdirectly from our S3 mirror. - Unzip into
~/.openclaw/skills/iterative-code-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 Iterative Code Evolution?
Install Iterative Code Evolution in the OpenClaw Easy desktop app by opening the Skills panel, searching for iterative-code-evolution, and clicking Install. From a terminal you can run: openclaw skills add iterative-code-evolution. Either way the skill is placed in ~/.openclaw/skills/iterative-code-evolution/.
Is Iterative Code Evolution free?
Yes. Iterative Code 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 Iterative Code Evolution do?
Systematically improve code through disciplined analysis, targeted mutations, verification, scoring, and logging to iteratively enhance quality and design.
Related: more developer tools skills
If Iterative Code Evolution looks useful, you may also want to check out other developer tools skills in the OpenClaw catalog:
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Free, open-source · Apache-2.0 · Works with Claude, ChatGPT, Gemini, or local Ollama models