Took me 2 years to realize how to never be caught without bait.

Store all your bait on your iridium pole. So long as you keep it with you, you'll never miss out on baiting your crab pots again.

Not sure if this has been suggested before, but I wish I'd seen it earlier if so! Hope it helps someone.