Chelsea Kiss Share definition Flag (n.) the kind of kisses that are so soft you can barely feel them, but once they're over, you feel like snuggling. aka---absolute perfection "No, not like that! I want a Chelsea kiss." Chelsea Kiss by chiasmilez April 13, 2008 Get the Chelsea Kiss mug.