Once in a while I will have a day when conditions are just right for ice/snow to cling to my Kahtoolas ..other then giving them a good stomp on a piece of cleared ice I never really explored any other remedy . I am also cognizant of wind blown snow patches on clear ice ..crossing through them and then onto clear ice can be deadly at times without a stomp or two .