Directions: 1  Place the olives,pepper, capers, and garlic on a cutting board, use a sharp chefâs knife and chop until the mixture is finely chopped. 2  Place the chopped ingredients into a bowl, season with salt, pepper, and red pepper flakes. 3  Add enough olive oil to make a chunky sauce or spread.  Store in an airtight container until ready to use.