Born in Burlington, Vermont, she was one of three daughters of Joseph and Constance Adams Skinger. The family moved from Alburg Springs on Lake Champlain to Stowe in 1957, where Skinger learned to ski and race on Mount Mansfield at the Stowe ski area. Her father Joe was a sculptor and jeweler and the family also operated a ski inn, the Tucker House Lodge on Mountain Road.