If I'm using Yukon gold potatoes - my favorite for mashing - I peel them first as their skins are pretty thick. I cut them in 4 to 6 chunks depending on size. However, I frequently use baby potatoes. I don't peel or chop them. Their skins are tender, and they're small, so I cook them whole!