40 hp Johnson skipping when you give it throttle?

a likely source of your problem might be overheating. my evinrude has what they call slow mode. when you are hot it goes into slow mode till it cools down. in slow mode i could not plane out and the motor shook side to side. check your impeller and or water pump housing for damage. do not run dry.....will melt impeller.