The purpose of the yellow flag in auto racing is to signal caution on the track. This flag indicates a hazard, such as an accident or debris, requiring drivers to slow down and exercise increased caution. It often leads to reduced speeds and may precede a full course yellow or safety car deployment, ensuring the safety of drivers and track personnel during the race.