I have never before writen a lorebook and i think i just pure luck created self-modifying solution that works. Having locks that prevent modifications in certainparts and keeping logs of old records seems to work. Writing internal history and "log book" helps making the contexts smaller.

But bigest helper has been splitting llm runs and chromadb

Everyone should give this kind of project a go, hasent been rocket science yet.