I do believe mostly anything that fits reasonably tightly would do, but presumably you have been given advice on that already?
[/KNOWS NOTHING of sports clothes and materials that ~breathe~
But then again he's also hanging out in circles where you would never not be dressed up to the nines for a bicycle ride, no matter how inconvenient that'd be. Ah, the upper class.]