learning-capture
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
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