While invisible, if you attempt to trigger Divine Might or Divine Shield, you will get the message about possibly being revealed. However, the timeout is also triggered, keeping the skills from being used again.
Sometimes, we (paladins) will run into battle while invisible and try to use the skills, unsuccessfully. Then, after we get an attack off, we have to wait a few turns to actually use the skills.