Preheat oven to 350 degrees. Place chicken into a baking dish, sprayed with cooking spray.
In a small bowl, mix tomato sauce, honey and soy sauce together. Crush and chop garlic, add it and chili powder to tomato sauce mixture, mix. Pour over chicken, bake for approximately 2 hours; stirring every 30 minutes to keep coated.