In a medium skillet over medium heat, brown the ground beef, onion, garlic and green pepper; drain off liquids.
Stir in the mustard, ketchup, bbq sauce, and brown sugar; mix thoroughly. Reduce heat, and simmer for 30 minutes. Taste and season with salt and pepper as needed.