In the same skillet, sauté the peppers, onion, Bayonne ham, garlic and thyme over high heat, about 5 minutes. Add oil, if needed. Add the Espelette pepper and cook for about 1 minute. Add the tomatoes and reduce for 4 to 5 minutes or until it thickens. Place the chicken pieces, skin side up, in the sauce.