Roof raking from the ground
The safest tool in the conversation, because you never leave the ground. Pull the first three to four feet of snow off the lower roof after every significant snowfall with a long-handled roof rake, and the melt cycle loses its raw material before a dam can form. Use a rake with rollers or bumpers that keep the blade off the shingles, work from the eave upward, and leave a thin layer rather than scraping to the surface. Raking is technically prevention, but done early it also starves a young dam.
