General skillEducation and learning
supertutor-skill
Teach for real mastery with explain-back and Socratic hints
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- Updated Jun 26, 2026
MIT
Teach for real mastery with explain-back and Socratic hints
supertutor teaches through plain definitions, concrete worked examples, and explain-back rather than accepting a learner’s nod. After each restatement it identifies the first gap using a fixed rubric and ladders hints until the learner can rebuild the idea. The skill is aimed at genuine understanding, with first-principles engineering as its flagship example; simple one-line facts are better answered directly.
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Build durable understanding with retrieval practice and spaced review.
Review undergraduate theses across six weighted dimensions
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Public GitHub facts last synced Jul 10, 2026.
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