Home made bath oils and body scrubs?

So I was thinking of adding a cap full of peppermint extract or imitation coconut extract to my bath water and body scrubs, I just love the smell. Is that okay to add, like any negative affects of that? Also someone said you could add food coloring to your bath water, but someone else said that that would dye your skin...whos right? Thanks guys!