Anaheim chili should be roasted in advance. Brush the pepper with olive oil and place on the grill. Once the pepper skin starts to char and turn slightly black, remove it from the grill and place in a heat-safe bowl. Cover for about 10 minutes. The skin should rinse right off and the pepper should be nicely soft and ready to cut up.