Taking the skin off chickpeas is unnecessary if you want to make roasted chickpea croutons. Some people may like it better when they take the skin off for a smoother and slightly crispier texture, but in my opinion, removing the skin takes too much time and effort for a small benefit. Therefore, I'd suggest leaving the skin on because of the added fiber content.