Sounds like you need to readjust the skimmer for the saltwater. Skimmers are not intended to operate in freshwater. Typically you want to close off your air adjustment if you have one, and open your outlet to maximize flow thru the skimmer, then open the air adjustment to get a fizzy carbonation look with some small bubbly head in the skimmer column. Then slowly close the outlet adjuster so that bubbly head is near the bottom of the collection cup. Feed the tank a little frozen food or anything that the skimmer will be able to extract from the water. Keep an eye on the skimmer and adjust the outlet to skim more wet or dry as necessary. Dry skim will be darker, wet skim will be more like tea, you will obviously be emptying the cup more often skimming wetter.