The system, in product.

Every screen on the platform — learner-facing and admin — is built from the same vocabulary. Same type, same colour, same motion.

Lesson card
Concept

Active recall beats passive review — by a wide margin.

A concept card opens with a tag, follows with a heading, ends with body and one action. One idea per card.

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Compass Tutor
Compass Tutor
Active recall means producing the answer from memory before checking the reference. It outperforms re-reading in nearly every controlled study.
Explain simpler Give example Hint only
Progress & skill states
Mastered
Score ≥ 70
In progress
20–69
Available
Unlocked
Locked
Prereqs unmet
Admin Portal · Course list
M1
Module 1 · Frame the System
Updated 3h ago
Published
M2
Module 2 · AI Workflow Design
Updated yesterday
Draft
M3
Module 3 · Context Passing Strategy
Deleted 5d ago
Trash · 2d left
3 UI patterns · Status-coded admin · One shared vocabulary
CompassStu · 2026