I urge you to completely remove the eggplant peel for this recipe. When I’ve made this panini without peeling the eggplant, I find that the peel gets tough and you end up pulling the eggplant of the sandwich when you take a bite. Also, I chop the bell pepper into pieces because the same thing can happen.