Welcome to the neighborhood.
Man, that's a great idea! The only downside is they have no protection. My riding pants have padded knees and hips and are a bit waterproof. They cost about as much as 5 pairs of warm-up pants! But during the late spring and summer warm-ups are probably a good idea for my short commute.