The difference between red-skinned walnuts and white-skinned walnuts lies in the different shell hardness, peel color and origin.

1. Different shell hardnesses: The shells of red-skinned walnuts are harder than those of white-skinned walnuts.

2. The kernels of red-skinned walnuts are red, while the kernels of white-skinned walnuts are red.