Apply a thin layer of castor oil to your eyebrows before you go to bed - make sure to just apply on your eyebrows (this stuff breaks my skin out) and make sure to get it into the roots - all you have to do in the morning is to just remove it by cleansing with face cleanser (if the oil is expecially stubborn, try a little makeup remover before rinsing it off).
Good luck!