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.

识别并捕获工作会话中的可重用模式、工作流程和领域知识，转化为新技能。在完成涉及重复 2 次以上新颖方法的任务、跨对话综合复杂的领域知识、发现有效的推理模式或开发工作流程优化时使用。通过识别模式来优化高上下文窗口投资回报率，这些模式将在未来 10 多次使用中每次重用节省 500 多个令牌。 来源：exploration-labs/nates-substack-skills。