In a medium mixing bowl, combine the peeled and deveined shrimp with olive oil, chipotle chili powder, garlic powder, cumin, lime juice, salt, and freshly ground black pepper. Toss the shrimp gently until they are thoroughly coated with the spice mixture.
Preheat a non-stick skillet over medium-high heat until shimmering. Add the seasoned shrimp to the skillet in a single, even layer. Cook the shrimp for 2-3 minutes on one side, then flip and cook for an additional 2-3 minutes, or until they are fully opaque and pink. Once cooked, remove the skillet from heat.
Meanwhile, warm the tortillas to enhance their flexibility. This can be done by heating them in a separate skillet for about 30 seconds on each side or by wrapping them in a damp paper towel and microwaving them for about 15-20 seconds.
To assemble each taco, start with a warm tortilla as the base. Place a generous portion of the cooked shrimp on the tortilla, followed by a few slices of ripe avocado and a handful of the thinly sliced red cabbage for crunch.
Finish the tacos by sprinkling freshly chopped cilantro over the top and squeezing an extra wedge of lime to add a zesty brightness.
Serve the tacos immediately on a platter with lime wedges on the side for an added finishing touch. Enjoy the delightful combination of flavors!