Preheat the broiler. Place the tomatillos on a baking sheet and broil, turning once, until charred and soft, 8 to 10 minutes; let cool.
Using a food processor, puree the tomatillos, green chiles, cilantro, lime peel, lime juice, garlic and jalapeno. Serve the sauce with the shrimp.
