After all, mammals have been running long before underwear was invented.
Edit: I just sat on my bicycle in my garage, and I don't see it being an issue. Try it out, although research nude etiquette, laws, and places to go first :-)
You can start here: https://www.aanr.com/aanr_articles/the-history-of-nudism/