Heat a large cast-iron or nonstick skillet over medium-high heat. Add oil to pan; swirl to coat. Add asparagus to pan; cook 3 minutes or until asparagus is crisp-tender and browned, stirring frequently. Transfer to a serving platter. Add rind, juice, and salt, tossing to coat.