Skinny Shrimp Salsa - Lime juice and cilantro are the key ingredients to creating this wonderful, healthy salad you'll want to make all summer long. Made with cooked peeled shrimp and the freshest ingredients – avocados, tomatoes, red onion, cilantro and chopped jalapeño tossed with some freshly squeezed lime juice and a touch of olive oil.