How do I set up a rake task to install gems in my build configuration?

In my build configuration, I have the following Rake tasks:
gems:install db:migrate cucumber:all spec

This throws the following error:
RuntimeError: Don't know how to build task 'cucumber:all'

However if I remove gems:install, the rake tasks run fine. What am I doing wrong? This seems like a simple problem.