When using wrench sets, it is important to remember a few safety measures. Always ensure that the wrench fits securely onto the nut or bolt to prevent slipping. Additionally, avoid applying excessive force, as it can lead to damage or injuries. Lastly, store the wrench set in a safe and organized manner to prevent accidents.