Solution
You can do it by setting the «Design» → «Layout Update XML» backend option for the CMS page, for example:
<referenceContainer name='content'>
<container
name='content-inner'
as='content-inner'
htmlTag='div'
htmlClass='content-inner'
/>
</referenceContainer>
<move element='cms_page' destination='content-inner'/>