Red: Are your ceilings open? Or do you have attic space? You need more insulation up top R 30 minimum, you could try window tint for the skylight cut down some of the heat.
I have about the same space 24x48, 12' of the ceiling that runs the 48' length is 10'6", the other side is raised to peak...