Growth Studio metrics pipeline expert. Use when: adding channels, metrics, stages, or groups to the analytics module; modifying the progressive loading architecture; changing channel-to-group mappings; debugging missing channels in the dashboard. Triggers: 'nuevo canal', 'nueva metrica', 'agregar metrica', 'canal no aparece', 'growth studio metrics', 'stage service', 'channel registry', 'group mapping'.
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