In a medium bowl, whisk together the rice vinegar, oil, peanut butter, soy sauce, brown sugar, ginger, and garlic.
In a large bowl, mix the green cabbage, red cabbage, napa cabbage, red bell peppers, carrots, green onions, and cilantro. Toss with the peanut butter mixture just before serving.