I am trying to follow http://primefaces.org/themes to get it working.
All community themes are also available in \"all-in-one\" package.
I had this issue a while ago. I simply downloaded the jar file from Maven and placed the jar file in the *.m2\repository\org\primefaces\themes\all-themes\1.0.10 directory. Then on Eclipse I run maven > update.