Bring coconut milk, curry powder, peanut butter, chicken stock, and brown sugar to a simmer in a saucepan over medium-high heat. Simmer for 5 minutes, stirring constantly, until smooth and thickened.
Remove from heat and stir in lime juice and soy sauce; season to taste with salt.