Cloud Splitter lies within the Red River Gorge Geological Area in Daniel Boone National Forest. The formation is both a rock feature and a hiking destination, with a narrow split in the sandstone and an elevated overlook above the surrounding landscape. Access requires following established trails before continuing along an unmarked, unmaintained spur. The final approach involves exposed scrambling that can be dangerous, particularly in wet conditions. Cloud Splitter is best suited to experienced hikers with reliable navigation skills.