I find that I am fine with a sleeveless jersey, and bike shorts, down to about 55 F. Below that, I have to start adding more clothes. As long as I'm pedalling, I generate enough heat to keep warm.

I also don't sweat much, if at all, when the temp is below 60 F.

What temps do you usually start adding more stuff to keep warm?