Define a lightweight analytics spec for {creator_or_brand}.
Deliver: metric tree (North Star → inputs), weekly dashboard spec, definitions (e.g., SAVER: Saves, Average View Duration, Earned shares, Reach), and a 12‑week experiment log template.
Provide SQL/pseudo‑SQL for a warehouse with tables posts, sessions, conversions.