Each network calls its counters something different (X says likes and views, TikTok likes_count and plays_count, Facebook reactions, Reddit score, Hacker News points), and an agent reading the wrong name saw zeros and concluded a network was empty. Every trending row now also carries metrics: likes, comments, shares, views, saves and engagement, with the same names on all twelve networks. A sort name the API does not know used to be ignored in silence; it now answers with the valid ones. The agent skill gained a table of who may do what by role, and its editing section no longer contradicts the drafts flow.