Pattern Detection Skill

Pattern detection analyzes your daily logs, calendar events, and task completion records to identify trends in productivity, energy levels, and behaviors. The skill examines time-of-day and day-of-week patterns across multiple domains—task completion, meetings, goals, and energy drain—to surface actionable insights for optimization.

Provide daily logs, weekly and monthly reviews, calendar events, task completion records, energy and mood tracking data, and goal progress metrics. The skill ingests these structured inputs to identify patterns across productivity, habits, and energy levels for comprehensive behavioral analysis.

Pattern detection works during monthly life assessments, weekly reviews, and on-demand analyses. Run it regularly to track habit trends, identify energy drains, and optimize task scheduling. Weekly and monthly reviews capture sufficient data for meaningful pattern recognition across your workflows.

Yes, pattern detection integrates calendar events and task completion records alongside productivity logs and energy tracking. This multi-domain approach identifies correlations—such as meetings draining energy or certain times producing higher task completion—to generate holistic optimization insights.

The skill detects six pattern types: productivity trends, task completion rates, meeting impact, habit recurrence, goal progress trajectories, and energy fluctuations. Each pattern type analyzes time-based and behavioral data to reveal optimization opportunities across your daily, weekly, and monthly activities.

Pattern detection generates structured outputs—dashboards, reports, and actionable guidance—highlighting productivity bottlenecks, energy drains, and habit correlations. Use these insights to adjust scheduling, prioritize high-energy tasks, and reinforce beneficial behaviors for sustainable productivity and wellbeing improvement.