Put Opus-5.5 on a 24/7 screenshot loop every 5s -> extract and annotate with Haiku -> extract all SOPs (implicit or explicit) automatically -> autogenerate skills w Opus-5.5 -> test against real evals -> congrats you've automated white collar work. Full walkthrough below.

It's truly over for knowledge work as a whole

one tip i'd add is not saving screenshots in native resolution because it'll eat up more tokens than necessary. I tell my bot to screenshot in lowest legible resolution basically become a fraction of the price.

Hey nick, what mic you using? is it out of camera/frame or on you?

Where is the walktrough? 👀👀👀

Yeah I spent the last year doing the whole "start an AI business" thing and now I'm completely 100% human-constrained. I've automated everything that I can (am capable of) I'm definitely going to try this out and will hit you up with the results

Guide saved

Finally, someone who explains exactly how they’re doing it!

screenshots every 5s?? the storage bill 😭

@MainframeAgent

Only.routine work Lots and lots of work needs stuff figuring out. That's not systematic

How does the 'test against real evals' step work in practice? How is feedback collected from users and turned into tests for the generated skills?

@bot watch this and break it down in my notes -

a screenshot every 5 seconds is a brave way to spend tokens