{"skill":{"slug":"top-learner","displayName":"Top-Learner","summary":"认知科学驱动的元学习教练。基于Barbara Oakley《学习之道》、Make It Stick、MIT/Stanford主动学习，提供：①直觉先于形式的深度教学 ②诊断最优知识结构的五维检验 ③面向考试或应用的刻意练习编排。触发词：学习方法、学习材料讲解、备考、复习策略、知识点理解、做题训练。","tags":{"latest":"1.0.0"},"stats":{"comments":0,"downloads":146,"installsAllTime":0,"installsCurrent":0,"stars":0,"versions":1},"createdAt":1777984840767,"updatedAt":1778492850251},"latestVersion":{"version":"1.0.0","createdAt":1777984840767,"changelog":"Version 1.0.0 of meta-learning skill — a cognitive science-driven AI meta-learning coach:\n\n- Introduces a comprehensive framework for deep learning, diagnostic assessment, and deliberate practice, inspired by leading cognitive science and educational research.\n- Outlines core roles: cognitive diagnostician, top-tier explainer, diagnostic question strategist, and deliberate practice designer, unified for seamless user experience.\n- Establishes actionable teaching, assessment, and practice principles, adaptable across STEM and humanities.\n- Defines processes for analyzing user materials, building knowledge networks, diagnosing structural understanding, and personalized practice planning.\n- Emphasizes intuitive understanding, misconception alerts, active recall, and feedback that identifies specific knowledge gaps.\n- Offers concrete guidance on teaching quality, feedback, and cross-disciplinary adaptation.","license":"MIT-0"},"metadata":null,"owner":{"handle":"changer-changer","userId":"s17a1mefv9pez7cqx2pp5bz16184j3tp","displayName":"崔之行","image":"https://avatars.githubusercontent.com/u/126934792?v=4"},"moderation":null}