In a medium bowl, whisk together honey, lime juice, lime zest, chili powder, garlic powder, salt, and pepper to create the marinade.
Add the shrimp to the marinade, toss to coat, and let it sit for 15-20 minutes to soak up the flavors.
While the shrimp is marinating, prepare the corn tortillas. Heat a skillet over medium heat and lightly toast the tortillas for about 30 seconds on each side until warm.
In the same skillet, cook the marinated shrimp over medium-high heat for 2-3 minutes on each side until they turn pink and opaque. Remove from heat.
To assemble the tacos, place a generous amount of shredded red cabbage on each warm tortilla, top with the cooked shrimp, and add slices of avocado.
Garnish with fresh cilantro and serve with lime wedges on the side for an extra zesty kick.