Aren’t Cobalt calipers aluminum? If so you need to etch them down to bare alumimum for the paint to stick, sand blasting or sanding the surface, then etching primer designed for aluminum, then paint.
I think painted stock calipers look stupid, but that’s just me. If they were aluminum I would polish them, then clear coat them.