workflow-pattern-analyzer

Workflow pattern analysis scans your recent conversations to detect recurring tasks and interaction patterns. It applies a 5-dimensional scoring framework across frequency, consistency, complexity, time savings, and error reduction to surface high-impact automation opportunities without requiring data exports.

Yes. This Skill works directly within Claude.ai using native chat tools like recent_chats and conversation_search, requiring zero setup or export steps. You simply ask Claude to analyze your patterns and receive tailored skill recommendations.

The Skill prioritizes patterns using evidence-based scoring: high frequency (repeated often), consistency (predictable structure), complexity (time-intensive or error-prone), measurable time savings, and error reduction potential. It generates a prioritization matrix so you focus on the highest-impact automations first.

You receive detailed analysis reports, prioritization matrices ranking automation opportunities, and ready-to-use Custom Skill specifications with evidence and example conversations from your chat history backing each recommendation.

Yes. Pattern analysis applies to Claude.ai web interface and Claude Code environments. It relies on native web-compatible chat tools and does not support exported datasets or external analysis platforms.

Recommendations include complete skill packages with detailed specifications, supporting evidence from your actual conversations, concrete examples, and a composite score across all five dimensions so you understand why each workflow warrants automation.