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 Claude ('No, that's wrong...', 'Actually...'), (3) User requests a capability that doesn't exist, (4) An external API or tool fails, (5) Claude realizes its knowledge is outdated or incorrect, (6) A better approach is discovered for a recurring task. Also review learnings before major tasks.
How to install Self Improving Agent 1.0.2
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-improving-agent-1-0-2and click Install. - The skill activates automatically when an incoming message matches its description.
Manual install (advanced)
If you prefer manual installation:
- Click the Download .zip button above to grab
self-improving-agent-1-0-2-1.0.0.zipdirectly from our S3 mirror. - Unzip into
~/.openclaw/skills/self-improving-agent-1-0-2/(create the directory if it does not exist). - Restart OpenClaw Easy (or the OpenClaw CLI gateway) so the new skill is discovered.
Related: more developer tools skills
If Self Improving Agent 1.0.2 looks useful, you may also want to check out other developer tools skills in the OpenClaw catalog:
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Install Self Improving Agent 1.0.2 and 3,000+ 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