At shock level, you do not want the cover on but for regular maintenance levels, it is fine. I often leave mine covered for several days at a time when the weather is too cool or stormy or whatever, but still add my bleach. I just slowly pour the bleach into the skimmer while the pump is running. I also make sure my return jet eyeball is aimed down so the bleach is not aimed at the cover.