Use Magic Device with Robe of Stars

I’m playing a Rogue, archetype Thief, approaching level 13 which is when I’ll gain the ability "Use Magic Device".
My character inherited a Robe of Stars as a family heirloom.
Can I use this?
I haven’t found any info online that approves or forbids it exactly, but no mention of this specific circumstance either.