We use gitlab, here is roughly what our stage looks like:

   Run Gixy:
      image: python:3
      stage: code_check
      cache: 
         paths: 
            - .pip-cache
      script:
        - pip install gixy --cache-dir=.pip-cache
        - gixy nginx.conf