Ummm...I’ve watched several versions of the vid, several speeds/magnifications ... I don’t see what can possibly be a rifle, in whatever he picks up.
In the video of him running across the roof, and then dropping down, which I watched, it was obvious he was carrying a long object.
As I wrote, the resolution was not good enough to identify the long object, but it was clearly there.