The excavation was carried out by a small group of amateur diggers who were supervised by Cotswold Archaeology.
Chief executive Neil Holbrook said: "We knew the cloisters existed but no-one has ever seen them before."
All the findings, such as pottery, will be recorded and then exhibited at Gloucester Museum later in the year.
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