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OpenClaw Self-Learning Skill

A Cursor Agent Skill that adds recursive self-learning: after every task or cron job the agent asks for feedback, refines from "good" and "needs improvement" using structured why/how/what questions, and caps improvement iterations by severity (slight/medium/severe).

Location

The skill lives in .cursor/skills/self-learning-feedback/:

  • SKILL.md – When to ask, good path (10 consecutive approvals), improvement path (why/how/what, examples), severity caps (5/10/20), non-intrusive rules.
  • reference.md – Multiple-choice templates and severity rubric.

Use

  • Project: Copy or symlink .cursor/skills/self-learning-feedback into your project’s .cursor/skills/.
  • Global: Copy into ~/.cursor/skills/self-learning-feedback/.

Requirements

Cursor (or compatible agent) that loads skills from .cursor/skills/ or ~/.cursor/skills/. No Codex-specific features required.

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