Wow this is amazing. Did you write all those MD files by hand, or used an LLM for the simple stuff like extracting abstracts?
Claude is much faster and better at reading papers than Codex (some of this is nested skill dispatch) but they both work quite incredibly for this. Compile your set of papers, queue it up and hit /ingest-collection and go sleep, and come back to a remarkable knowledge base :)