Add shallot, garlic and ginger; sauté for 3 minutes, stirring frequently. Add crushed red pepper, followed by water, peanut butter, lime juice, soy sauce and brown sugar. Use a fork to gently whisk ingredients together. Simmer for 3-5 minutes, stirring constantly, until mixture thickens. Season with salt.