S. W. stands for smoke weed.
instead of saying hey lets smoke weed, you say hey lets go hang out with stanley.
Brandon: Yo man what you doing today?
Chris: Nothin much man, probably hangin with stanley williamson a little later if you wanna join.
Brandon: fo sho ma nilla.