While I'm 100% an advocate for eating potato skins for extra nutrients wherever possible, for mashed potato - get rid of it! The only time you can leave the peels on when cooking is if you use a potato ricer to mash the potatoes. The ricer will automatically leave the skins in the ricer to separate them when mashing.