To set out or depart from some place: go. Most likely used in a party setting where any number of factors may cause you to want to leave (such as a sausage fest, lack of beers, people who aren't as cool as you are, etc.).
Man, this party sucks ass...we're skirting.
"We're about to get outta here."
"Yea, this place blows."