Summary Enhancement
Expand a short summary into explanations and worked examples while keeping track of its original source passages.
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1 min read
Study Guide Pipeline
Build a guide from selected course passages, deepen thin explanations, and review proposed edits before applying them.
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2 min read
Socratic Tutor
Track the reasoning a student has established and check the tutor's next reply against it—with a clear limit when new material needs explaining.
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1 min read
Project Steering
Turn a long task list into reviewed priorities, while keeping estimates and agent assignments under my control.
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1 min read
Corpus Health
Find gaps between source documents, converted notes, and search records, then review specific repairs before running them.
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1 min read
Concept Graph
Explore how course ideas connect, including the conditions a theorem needs and the source passages behind each proposed connection.
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3 min read
Tidying Up Academic Hub's Plumbing
Shrinking the notes history and keeping search records connected when source files move.
Turning Dense Math Notes into Commute Podcasts
Building audio from mathematical notes meant translating formulas first, then discovering that a valid recording could still be far too long.
Tutor Diagnosis & Hint Generator
Get a hint, examine an attempt on separate reasoning criteria, and compare another solution without treating it as a final verdict.
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1 min read
Making Textbook Conversion Easier to Run in Batches
Reusing a textbook across courses and recovering from memory failures make conversion batches easier to supervise.