Self-Improving Agent

Captures learnings, errors, and corrections to enable continuous improvement across sessions.

Activation Triggers

This skill automatically activates when:

Trigger	What Gets Logged	Location
Command fails	Error type, context, recovery suggestion	`logs/failures_detailed.jsonl`
User corrects	"No, that's wrong...", "Actually..."	`logs/corrections.jsonl`
Missing capability	"Can you X?" where X isn't available	`logs/missing_capabilities.jsonl`
API/tool fails	Failure pattern, suggested fix	`logs/failures_detailed.jsonl`
Better approach found	Optimization learned	`logs/learnings.jsonl`