Mix together mayonnaise, chili sauce, mustard, olive oil, lemon juice, hot sauce, and Worcestershire in a medium bowl. Stir in scallions, parsley, olives, celery, capers, and garlic. Season with salt, chili powder, and black pepper.
Cover, refrigerate, and serve chilled.
