Recently, I have made this crumble with unpeeled apples and I have to say I quite enjoyed it. But others that tried it did not love it so I usually do peel the apples. It sure makes things go faster to leave the peel on so maybe give it a try. If leaving the peel on, I recommend dicing the apples as opposed to slicing them. The longer peel pieces will not be as pleasant to chew.