Skill UI

Batch-categorize uncategorized transactions by clustering similar descriptions, researching unknown merchants, and creating rules or annotations so future payments auto-classify with minimal manual review.

This skill analyzes a user's recent activity history captured by the local screenpipe daemon. It detects repeated research or operational workflows, clusters these patterns, and compares them against existing skills. It then drafts new skills or suggests composition recipes to cover unaddressed workflows, helping the user formalize their operational processes.