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Spin the auger dry after drilling and avoid setting the blades in the snow/slush if possible....
Exactly....and right before I drill, I give 'em a spray of PAM cooking oil. Won't hurt the environment or anything...
Do you have jiffy stealth blades? If you do it can be a PITA. Certain ice conditions will cause this no matter what you do. But other posters had good suggestions for you.
Keep it out of the snow and start it turning before it hits the ice. If it does ice up, just put it down an open hole and spin it for a few seconds. Water is always above freezing...otherwise it's called ice
Make sure you are wearing rubber boots if you do this because you are gonna get covered in water.