On my solo kevlar boat, I do something similar to Alan's plan.
A carabiner on a line from the thwart to the stern, the anchor line runs through the carabiner. When anchored the carabiner slides to the back so the line is off the stern. When retrieving, there is another line to carabiner to pull...