This is amazing.
The polish is everywhere, the UI is great, the art is brilliant and cohesive, and the gameplay is challenging but fun!
A suggestion: maybe mouse controls or some different scheme for editing the actions might be less confusing, or maybe it's just me. I found myself getting confused between WASD for moving, AD for selecting, SPACE for jumping OR for selecting an action and the Enter key on top of that to go in/out of the AI editor..
Overall an amazing job