Configure: Liberated Sobriety

A bounded, citation-required read of Liberated Sobriety's cross-channel performance. Unlike an “ask-anything” chat, the analyst can only make claims it can cite to a real metric row — so a weekly read is 3–5 grounded bullets and one concrete recommendation, never ungrounded prose. With no data, it refuses instead of guessing.