Freshness is critical with mackerel — buy the day you cook it. Score all the way to the bone for even cooking and proper seasoning penetration. Do not flip during roasting. The pan juices are flavorful; spoon every drop over the fish before serving. For fillets, reduce cooking time to 12-15 minutes.