OpenClaw / ClawLite Self-Improvement

Use this skill to turn mistakes, corrections, blockers, and better approaches into durable operating knowledge.

What problem this solves

AI ops often repeat the same failures because mistakes stay in chat history instead of becoming system rules. This skill creates a lightweight improvement loop:

• log failures and learnings
• separate errors from feature requests
• run small eval-driven experiments on repeated failures
• promote important patterns into AGENTS.md / TOOLS.md / SOUL.md
• write operator notes into Obsidian vault
• support stricter acceptance via Karen / Mission Control