**Markdown** uses back ticks  (<code>`</code>) for inline “code” (also typically used for files, paths, variables, etc.).  But your read me is in Textile, so it uses `@` to do the same thing.

Basically it’s just so that when viewing the Readme on GitHub, the text gets styled differently.