View prefix (trailing slash is meaningful).

$ aws s3 ls "s3://<bucket>/<prefix>/"

Download entire prefix (the recursive bit).

$ aws s3 cp "s3://<bucket>/<prefix>/" ~/path/to/directory/ --recursive