Self Learning

Overview

Enables agents to learn from their execution history by capturing traces, extracting actionable insights, and adapting behavior. Transforms raw execution patterns into reusable knowledge structures that improve future performance.

When to Use This Skill

Trigger this skill when:

• An agent completes a complex task and should capture learnings
• Recurring patterns of failures or inefficiencies are detected
• An agent discovers a better approach that should be retained
• Multiple agents coordinate on a task and need shared learning
• Performance metrics show degradation or opportunity for improvement