If you're having a problem using the skill, try having a merchant repair the item, even if it isn't damaged. Works for me every time.
Just curious how you did that? If you try to have a merchant repair an item that does not need repair you will just get a window that says "This weapon does not need repair". You cannot repair a fully repaired weapon.