Make sure that when you clean the airline, you also clean the fitting down into the venturi. Typically, what most folks do is get some VERY hot water in a container, disconnect the airline from the nipple at the top of the stand pipe, then let the skimmer aspirate the hot water in through the tube. This will also get the hot water into the venturi. You will overflow your skimmer while this is happening, but it't not a big deal.
Another possible culprit would be red slime remover that hasn't been exported out of the system after it did it's job.
Also, if the pump you're using hasn't been restricted properly, it will flow too much for the skimmer; that's why I asked about your pump and venturi setup.