In a medium bowl, combine the olive oil, brown sugar, and all the dried spices: thyme, allspice, smoked paprika, cinnamon, ginger, cloves, cayenne pepper, garlic powder, onion powder, salt, and black pepper. Stir vigorously until a thick, cohesive paste forms.