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We intersect short length metadata with weekly completion tendency when data exists, then fall back to curated short pools rather than inventing fake precision.
Signal health: Early signal: weekly aggregates are still thin
Length caps plus completion tendency from weekly aggregates, with catalog trending as a tiebreaker when telemetry is thin.
Numbers are aggregate and anonymous.