Put the spinach and water in a saucepan or skillet with sides. Cook over medium-high heat for 5-7 minutes, until spinach is cooked and most of the water has absorbed.
Stir in garlic powder, salt, onion powder, cayenne pepper, and nutmeg if using. Add nutritional yeast and stir well to completely combine. Remove from heat.