What do I do about a girl I've known almost my whole life?

Dude, go for it. When you two are with each other, talk about stuff from way back when you were younger, this iwll lead to some good conversations and laughs. After a while ask for her number and text her. I personally think you have some good chances and that it will be a good relationship if everything works out. Good Luck :)