learning-capture

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.

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

Repeated Patterns Trigger: User requests similar tasks 2-3 times and a consistent approach emerges.

識別並捕捉工作會話中的可重複使用模式、工作流程和領域知識，轉化為新技能。在完成涉及重複 2 次以上新穎方法的任務、跨對話綜合複雜的領域知識、發現有效的推理模式或開發工作流程優化時使用。透過識別模式來優化高上下文視窗投資回報率，這些模式將在未來 10 多次使用中每次重複使用節省 500 多個令牌。 來源：exploration-labs/nates-substack-skills。