In a bowl, whisk together honey, olive oil, chili powder, garlic powder, ground ginger, salt, black pepper, and cayenne pepper until well combined. Add the chicken to the marinade and toss until fully coated. Let it marinate for at least 30 minutes, or up to overnight for deeper flavor.
Rinse the rice until the water runs mostly clear. Add rice, water, and salt to a pot or rice cooker and cook according to package instructions. Fluff with a fork and set aside.
Preheat your oven to 425°F. Arrange the marinated chicken pieces in a single layer on a parchment-lined baking sheet. Bake for 15–20 minutes, flipping halfway through, until fully cooked and slightly caramelized around the edges.
Divide the rice between 4 bowls. Top with sliced chili honey chicken, and your favorite toppings such as avocado, cucumber, carrots, green onions, sesame seeds, and cilantro.
Drizzle with spicy mayo or extra hot honey and serve with fresh lime wedges.