Toss trimmed asparagus with 1 tablespoon oil and grill until tender, turning occasionally – about 10 minutes. Remove asparagus from grill.
Heat remaining oil in a heavy skillet, add nuts, lemon juice and grilled asparagus. Toss to coat and cook for about 1 minute, until heated through. Serve immediately.