It's true that chicken skin mainly consists of fat. However, while many times the fat found in animal foods is saturated fat, which can increase your cholesterol and heart disease risk when eaten in excess, the majority of fat in chicken skin is actually heart-healthy unsaturated fats, according to Harvard School of Public Health.