As a non-american I also thought the same. Reading a synopsis of evidence completely changed my mind [1]. Pipe bombs planted at party headquarters to divert the police, maps of tunnels under the Capitol building and so on. Not amateur stuff.
[1] https://en.wikipedia.org/wiki/Planning_of_the_January_6_Unit...