Self-Improving Agent

使用场景

• Recording command failures and their resolutions for future reference
• Tracking user corrections to avoid repeating wrong approaches
• Maintaining a knowledge base of project-specific patterns and preferences
• Reviewing past learnings before executing similar tasks
• Discovering and documenting better methods for recurring workflows

A command just failed unexpectedly. Record this learning:

Context: [what you were trying to do]
Command/Action: [what failed]
Error: [error message or unexpected behavior]
Root cause: [why it failed]
Correct approach: [what works instead]
Prevention: [how to avoid this in the future]

Store this in the learnings file and review relevant learnings
before executing similar tasks in the future.

推荐模型

兼容工具

模态

相关 Skills