This is a great concept.
I think if you could make the game loop seamlessly each time you get to the checkpoint, that would add a lot.
The character controller was a little frustrating at times which detracted from the experience a little bit, and having audio would've done a lot for the game too. Visually, it was simplistic but pretty clean.
I'd love to see how this game evolves if you keep working on it!