You can eat chickpeas with the skin on, but a lot of people prefer them with the skin off. It is a bit tedious to remove the skin, so it’s just a matter of how much time you’ve got. To remove, hold each chickpea between your thumb and index finger. Then, pinch the skin off with your thumb and index finger on your other hand. Discard the skins in the trash when complete.