A cave monastery is a monastery built in caves, with possible outside facilities. St. Anthony the Great known as the founder of monasticism lived in a cave.
"Mysteries of caves in the Chernigov area", and article in Zerkalo Nedeli, (the Mirror Weekly), January, 2004, available online in Russian and in Ukrainian.