If it’s been a couple of months since you last used your oil finish, the cap can be a bear to get off. Drips of finish around the spout can dry like glue. Once you get the cap off, try putting Teflon plumbing tape around the spout before closing it. The next time you need more oil finish, the cap will come right off. Thanks to John Brantner for this tip.