I read an unsettling number of children's books, thanks to my library-frequenting 4yo. I occasionally encounter awesome ones, and I'm going to start keeping a list so I don't forget them. I'll also try to post them here.
"I Want My Hat Back", by Jon Klassen. It's awesome.