Learning Capture

Overview

This skill enables continual learning by recognizing valuable patterns during work and capturing them as new skills. It focuses on high-ROI captures: patterns that will save significant context window tokens through frequent reuse.

Recognition Framework

Monitor for these five types of learning moments:

1. Novel Problem-Solving Approaches

Trigger: Develop a creative, non-obvious solution to a complex problem that could apply to similar future problems.

Strong signals:

• Solution required multi-step reasoning or novel tool combinations
• Approach is generalizable beyond this specific instance
• User expresses satisfaction with the results
• Similar problem type likely to recur