01
Ideas become objects.
Containers, labels, partitions, arrows, and highlights give abstract concepts something you can point to.
● YOUR NEW STUDY BUDDY
See it. Hear it.
Get it.
Mentora turns a question into a clear visual model, checks that every piece is right, then talks you through it—one idea at a time.
LEARN VISUALLYASK OUT LOUD
A LESSON YOU CAN TOUCH
The board moves
with the idea.
No wall of text. Mentora chooses a visual metaphor, constructs it with deterministic tools, and teaches from the verified board state.
TRY AN EXAMPLE
A variable is a labeled container.
score
10
the value can change
Change it
1/2
=
2/4
Same amount. More pieces.
1234↻
Repeat the instruction
until the condition changes.
Think of score as a name taped to a box. The number inside can change, but the name helps us find it.
TURN 01BOARD STATE / SAVEDNEXT / CHECK UNDERSTANDING
WHY MENTORA
Less answer machine.
More “aha!” machine.
CREATE box
LABEL score
SET value 10
VERIFY state✓Creativity, with guardrails.
The planner invents the lesson; a strict validator checks references, bounds, size, and supported operations.
03
Voice follows truth.
The realtime performer waits for the verified visual, then narrates only the prepared teaching line and asks one useful question.
THE TEACHING LOOP
Plan freely.
Execute precisely.
A dependable orchestration pattern keeps visual state, voice, and learner context in sync—even when a turn is interrupted.
Read the architecture ↗- 1ListenVOICE / TEXT
Combine the learner's words with the current session and board.
- 2PlanGPT-5.6
Choose one teaching goal, a visual metaphor, and a diagnostic question.
- 3Build + verify10 TOOLS
Run board tools against a clone and validate the resulting state.
- 4PerformREALTIME
Publish the board, speak the prepared line, and invite the next thought.
BUILT FOR RELIABLE WONDER