self-improving agent

What this skill does

Captures learnings, errors, and corrections to enable continuous improvement. Use when: (1) A command or operation fails unexpectedly, (2) User corrects Clau...

How to install self-improving agent

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 self-improving-agent and click Install.
4. The skill activates automatically when an incoming message matches its description.

Manual install (advanced)

If you prefer manual installation:

1. Click the Download .zip button above to grab self-improving-agent-3.0.23.zip directly from our S3 mirror.
2. Unzip into ~/.openclaw/skills/self-improving-agent/ (create the directory if it does not exist).
3. Restart OpenClaw Easy (or the OpenClaw CLI gateway) so the new skill is discovered.

Related: more developer tools skills

If self-improving agent looks useful, you may also want to check out other developer tools skills in the OpenClaw catalog:

• Skill Vetter ⬇ 258.6K
• Self-Improving + Proactive Agent ⬇ 199.9K
• Github ⬇ 190.6K
• Proactive Agent ⬇ 169.4K
• Humanizer ⬇ 121.4K

Browse the full OpenClaw skill catalog

This page covers just one skill. The OpenClaw skill hub has 3,000+ 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.