Originally Posted by freeranger

Not sure what you meant by shoe covers--but a pair of rubber galoshes-(spelling?) made to slip over shoes might work. Maybe leave them at the foot of the stairs, if you don't want to carry them along with you.
Amazon.com : galsoshes