The "stony branches" is actually its phaceloid skeleton. It grows similar to calcium build-up.
This develops as it grows and matures, but yours looks very juvenile.
Give it time and make sure you provide it with food for filter-feeders.
Mine like a shot of Mysis or Brine shrimp.