Very quickly — off you go, no waiting. Informal American English, a little old-fashioned and playful, the kind of thing you hear in a story rather than in an office: “She ran lickety-split down the hill.” British people usually understand it but do not say it much. You would not put it in a school essay or a formal email. It always describes speed of doing, not a careful or slow action.