In a medium bowl, scoop the avocado out of its skin and add the peas and edamame. Use a fork to mash everything together until mostly smooth, leaving a few small chunks for texture. For extra smoothness you can puree in a food processor.
Stir in the remaining ingredients (chile, lime juice, chili powder, cumin, tomato, onion, jalapeño, garlic, and cilantro) until well combined.
Cover and chill in the fridge for 15 minutes. This helps the flavors blend together.
Serve with baked tortilla chips or jicama sticks, and top with extra cilantro if you'd like.