Why It Needs Its Own Plugin

Pointing a general-purpose model at “write me some SP Page Builder JSON” does not reliably work. SP Page Builder's layout format is exact and easy to get subtly wrong: some colour fields must be a bare hex string and others a structured object, responsive values need all five breakpoints, and column and addon settings must be shaped precisely or the editor panel will not open. A model guessing at this produces JSON that looks fine and then silently breaks the page, or crashes the editor when you click into an addon.

MuRu AI is built on a from-source, reverse-engineered reference of that schema — the real section / column / addon data model, the field keys for every addon, and the exact shape of every structured setting — and feeds a distilled version of it to the model as a system prompt on every request. Then, before anything touches your page, the raw response is checked and repaired against the failure modes that reference turned up.