alanliuyes Self-Improving + Proactive Agent Skill
Self-reflection + Self-criticism + Self-learning + Self-organizing memory. Agent evaluates its own work, catches mistakes, and improves permanently. Use when (1) a command, tool, API, or operation fails; (2) the user corrects you or rejects your work; (3) you realize your knowledge is outdated or incorrect; (4) you discover a better approach; (5) the user explicitly installs or references the skill for the current task.
Usage
This skill provides:
- Self-reflection capabilities
- Self-criticism mechanisms
- Continuous self-learning
- Self-organizing memory
- Permanent improvement
Features
- Work evaluation
- Mistake catching
- Knowledge updates
- Approach improvements