After the 2000 Olympics, Skinner retired, but in 2002 she decided to resume training. She returned to competition in 2003, representing Australia at the 2003 World Artistic Gymnastics Championships, the 2004 Pacific Alliance Championships, and the 2004 Summer Olympics. At her third Olympics, Skinner was an uneven bars and balance beam specialist.