if there are no bubbles, then please make sure that the pumps outtake is not blocking. Also make sure that the air hose is properly connected to the venturi fitting.
Did you try running the skimmer pump in a 5 gal of salt water with the air hose connected? If the pump foams up, then you know the issue is somewhere in the connecting pipes.