Cook the chickpea elbow pasta in boiling water according to package directions, then drain and set aside.
In a non-stick skillet, cook the ground chicken over medium heat until fully browned and cooked through.
In a large mixing bowl, combine the cooked pasta, ground chicken, Greek yogurt, shredded cheddar cheese, nutritional yeast, garlic powder, onion powder, sea salt, and smoked paprika.
Stir the mixture vigorously until the cheese and yogurt form a thick, cohesive sauce that binds the ingredients.
Place the mixture in the refrigerator for 20 minutes to firm up, making it easier to handle.
While the mixture chills, whisk the egg in a small bowl and place the panko breadcrumbs in a separate shallow dish.
Scoop the chilled mixture and roll into 6 even-sized balls.
Dip each ball into the whisked egg, then roll in the panko breadcrumbs until evenly coated.
Preheat your air fryer to 375°F and lightly spray the basket with avocado oil.
Place the bites in the air fryer and cook for 10-12 minutes, turning halfway through, until the exterior is golden brown and crisp.