She probably refers to him as "skinny" because she wishes she had a skinny husband. She wants to live in a fantasy world where fat women can get married to thin, fit, attractive men. Unfortunately for her, this isn't The Twilight Zone, and therefore the closest thing she will get is an overweight neckbeard.