In a medium-sized bowl combine the olives, oil, lemon, rosemary, garlic, thyme, crushed red pepper, black pepper, and lemon peel.
Put the olives in a jar and seal. Refrigerate for 1-2 days before serving. Lasts for 1-2 weeks.