Extra context: API + CLI

Fixes #12
Synthesizes parts of: #75, #100, #116, #161 and #199.
Thanks @fcurella, @aventurella, @emonty, @schacki, @ryanolson!
Is there any reason why this is called `parameters` instead of `extra_context` (or even `override_context`?