LawOfficer.com says the cause of death is not yet known, at least not publicly known.[1] It seems that he died of a "medical condition", and not having his skull crushed as at least one person on Twitter has stated.
1. https://www.lawofficer.com/family-of-fallen-capitol-police-o...