4 Books Found

Based on your description:

"A young orphan thief gets caught and sent to a magical school. They use their thief skills in the school while learning how to do magic. There are only four or five books, and each cover is a solid color with a blacked out shadow outline of the same young person doing various things like running, crawling backwards as if away from something, etc."