Term that was coined by Minor Threat, a punk band. The "rules" are basically whatever you want, though the basics are usually no drugs, drinking, or slutty sex. Other stuff includes no caffeine, veganism, and no artificual shit.
Stoner: Dude, wanna go smoke with me tomorrow?
sXe: Nah, I'm straight-edge.