It's simple, but addictive.
Some things that could be added would be the ability to use RAGE when you're ready instead of as soon as you collect the last letter and the ability to hold more than one key.
I like how there's special floors. It breaks up the monotony a bit. Something you might want to add would be a few bonus maze floors where there are hidden items or special monsters.