Heat oil in a large skillet over medium high heat. Coat chicken with cornstarch and place in skillet with garlic, onion, salt and pepper. Add sherry and beef bouillon and let liquid reduce a little.
Stir in peanut butter and curry powder and add water to cover; add ginger, reduce heat to low and simmer for 30 minutes, then lastly stir in coconut milk and serve hot.