review-week

A weekly memory review analyzes your usage patterns to critique prompts and workflows, generating concrete action items. It uses phase-driven data collection from memory and notes to surface actionable insights for continuous improvement.

Memory-based usage analysis evaluates prompt quality, workflow efficiency, and technical growth across four axes. It processes collected memory data to critique recurring patterns and translate insights into actionable improvements.

Yes, weekly review outcomes can be stored in Notion. This optional integration records analysis results and tracks progress across weeks, ensuring downstream tracking of your prompt optimization action items.

The failure-log gate is a quality control mechanism that ensures prior data quality before deeper analysis. It validates collected memory and notes during the initial phase to prevent inaccurate prompt pattern analysis.

You should run a weekly review on a Friday cadence. Triggering the analysis with a command like '/review-week' initiates multi-phase data collection to evaluate your weekly memory-driven prompt usage and workflow efficiency.

Yes, the review includes auto-memory of recurring patterns to accelerate continuous improvement. By automatically logging identified prompt patterns, it helps reduce bias in future workflow analysis and prompt engineering decisions.