Usually when people refer to "assembly language for the web" they're talking about HTML, CSS, and JavaScript as the building blocks for higher abstractions. These guys took the phrase a bit more literally.
I've seen a couple of similar projecs out there (mainly MIPS). I started writing one for MIPS when I was taking a computer architecture course so that I didn't have to install SPIM, but eventually lost interest.