Question: could you use something like (example) Selenium to perform some or all of those pre-LLM tasks?
Honestly, it takes such a relatively small amount of time that it makes sense to just do it myself until there's an agent that can easily handle it; I'm really only spending time trying to automate it now as a test of AI capabilities. If I actually wanted to get it automated tomorrow, the most time-efficient way to do that would just be to involve a VA from somewhere cheap for the work I'm doing.