A lithium shake is a lesser known alcoholic drink in the crime world. It's normally prepared by mixing ecstasy and cocaine with a cocktail.
"BOI. Why in God's lil' name is Ma' head on fire after a lil' sippa' cocktail?!"
"That ain't no cocktail, Boss! Thatta' Lithium Shake, innit tho!"