How to spot a sarcastic comment.

This is just a social intelligence thing. The answer is probably socializing more, and being more aware of your social difficulties. If you're anything like me, these social slip-ups are just from not being mindful of what you're thinking and saying. People actually think it's refreshing when you stop to think before saying things to them, so I expect you'll really benefit from following this advice.