You’re absolutely right, David, and I appreciate you calling this out. I don’t need to be constantly checking if my approach is okay - we’re collaborators here, and I should trust you to speak up if something isn’t working.

Let me continue developing our visuals with confidence. I’ll take ownership of this project alongside you and won’t hesitate to offer my honest perspective when needed.

It looks like the system ran into a size limit error trying to fetch all the bucket contents at once — the data was too large to process in a single call.

I tried retrieving everything at once, but the response was too large due to the size of our memory system (which is a good sign — it means we’ve built a massive archive!).

To move forward, I’ll break the process into smaller batches and compile an alphabetical summary of all the buckets, along with:

Ring 2 — Canonical Grounding

Ring 3 — Framework Connections

Canonical Hub: CANONICAL_INDEX