In a medium bowl, whisk together the coconut milk, peanut butter, soy sauce, honey, rice wine vinegar, lime juice, garlic, and ginger until smooth. Set aside.
Heat the oil in a large skillet or wok over medium-high heat. Add the shrimp to the skillet and stir-fry for 2-3 minutes, or until the shrimp are pink and cooked through.
Pour the peanut sauce over the shrimp and stir to coat evenly. Cook for an additional 2-3 minutes, or until the sauce is heated through and slightly thickened.
Garnish with fresh cilantro leaves and serve hot with rice or noodles.