weekly-self-improve-loop

What problem does it solve?

Without regular review, memory items accumulate, friction patterns go unnoticed, and autonomy degrades. This skill provides a structured weekly check to surface blockers, extract patterns, and convert insights into actionable skills that raise future performance.

Core Features & Use Cases

• Friction pattern extraction from weekly memory
• Automatic generation or update of skills to address recurring issues
• Autonomy baseline tracking and improvement over time Use case: A product manager uses the loop to identify recurring blockers in planning and translates them into new skills that streamline decision making.

Quick Start

Run the weekly review to collect memory data from the past week, identify friction patterns, and automatically generate or update relevant skills.