Stunspot/stunspots-guide-to-ai-systems ? reverse-engineered prompt

Build me a polished documentation site for this AI systems guide, using the Markdown content that is already in the repo.

I want readers to be able to browse the canon by volume, jump into the Start Here pages, and easily find the knowledge packs. Please make the navigation feel clear and academic, with a strong landing page that explains what the guide is for, who it is for, and how to use it. Add a simple search experience if that fits naturally.

Keep the content front and center, and make the whole thing feel like a serious reference library for people building real AI systems, not a flashy marketing site. If you need to look up current docs or best practices for the site setup, go ahead and do that.