The Learning Soul

Most educational AI tools begin and end with the current prompt. VibeLearn starts from a different premise: learning is cumulative, so the workspace should remember the path.

Memory as a Learning primitive

A learner's pace, confidence, preferred explanations, source materials, and prior outputs all change what good help should look like. VibeLearn treats that context as the foundation for better generation.

Outputs With Educational Shape

The goal is not to produce more text. The goal is to produce learning artifacts that can be studied, tested, edited, and carried forward: modules, quizzes, flashcards, visual briefs, and study plans.