Sorry it has to come in 3 parts. But it's the best way. The second part will NOT work individually.

The cloak is sold as a bundle of 3 separate tops. IMVU treats the bundle as a product itself, which cannot be put on. Make sure you put on the 3 separate tops in your tops inventory.