Stir in chili powder, turmeric, and salt; stir-fry for 1 minute. Add lamb chops, chile peppers, tomatoes, and water; simmer over low heat until lamb is tender, all water has evaporated, and onions have disintegrated into a thick gravy, about 40 minutes. Garnish servings with cilantro.