Locate the floating dirt in the pool. There may be multiple patches of soil on the surface or suspended below the surface of the water.
Slowly submerge the pool skimmer under the water near the patches of soil.
Slowly lift up the skimmer to collect the dirt when the skimmer is directly underneath the soil.
Hold the skimmer straight and move it away from the pool. Turn it over and dump out the soil outside the pool area.
Rinse the skimmer with a garden hose before going back to remove more floating soil. Continue skimming off the soil until you cannot catch any more with the skimmer.
Turn the pool filter on after removing all large masses of floating soil to clean up smaller bits of soil that the skimmer missed.