Tire update and question.

[Talzoid]

Another update (for those who don't know search my post about my punctured tire) I am now on mile 852 and tire patch is still holding strong but due to high mileage the external patch has dissolved but is still ridable and maintaining 30 psi easy. I intended on replacing the tire but a few life changes came up and I decided to ride it out until the weather changed. I am now looking for some advice again. With the incoming winter weather here in Minne-SNOW-ta Would it be a good idea to swap out for some dedicated winter "e-bike" tires or should I go the more mileage route of swapping on some moped/moto scooter tires that could hold a stud better. The area I live is is dangerously hilly and with the potential for intense icy and snow packed side streets I want to NOT be crushed under a car due to downhill sledding. I also do a lot of biking in new pothole infested areas due to being a delivery person with all the fun that brings.