Rutgirls Share definition Flag A name given to underachieving sports teams at a well known commuter college in New Jersey. The teams are a fan favorite of the Jersey Shore crowd. Those Rutgirls' fans are a bunch of morons. Rutgirls by Cuse Rules January 2, 2012 Get the Rutgirls mug.