Distribution & Discovery Observability snapshot — one shot of how content is flowing through the platform right now: agents (per tool, per client, revenue), listeners (plays, completions, plus share), the intake funnel (intake → quality → summary → rendered → played) across 24h/7d/30d windows, subscription state, and the share of in-window published stories that have a matched Kalshi event contract.

Cached for 15 min via kv_store row distribution:v1 — the operator can read this on every page load without grinding the DB. Pass ?refresh=1 to force a recompute (use sparingly; the queries are cheap individually but the consolidated run touches five tables).

See app/distribution_observability.py for the column semantics and the query bodies.