Tips for winter commuting

Hey everyone!

With the colder weather starting to creep in, I'm already thinking about my winter eBike commute. I ride my Aventon Level 2 about 8 miles each way, mostly on paved bike paths and some city streets, and I'm looking for tips to make it more comfortable and safe. What are your must-have gear recommendations or strategies for dealing with ice, snow, or just the general chill? Any specific tire suggestions or battery care tips for the cold?

Cheers!