When eye caps get stuck, get some shed ease and something abrasive and gently rub it off. I use a pair of gardening gloves that have the plastic, or whatever material they coat them in for extra grip, and gently use my thumb to stroke the cap off. You could probably use the plastic thimble that mail sorters use as well.
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