I have a pair of Prana Asana Yoga knickers that are longer, fit well over bike shorts, and are extremely comfortable. I wear them when we are riding and going to stop somewhere for lunch or something. You can get bike liner shorts that aren't as hot as full lycra bike shorts, then wear them under capri exercise shorts.

Deb