In a medium-sized bowl combine olive oil, salt, and pepper, and mix well. Add the shrimp to the bowl and let them marinate while preparing the garlicky butter sauce.
Let them infuse gently on low heat while grilling the shrimp. Preheat the grill to medium-high heat, make sure it is clean and hot before starting to grill the shrimp skewers.