diff --git a/.gitignore b/.gitignore
new file mode 100644
index 00000000..32ebbc98
--- /dev/null
+++ b/.gitignore
@@ -0,0 +1,10 @@
+# Unit test / coverage reports
+.coverage
+.tox
+
+# Sphinx
+doc/build
+
+# pbr generates these
+AUTHORS
+ChangeLog
diff --git a/.zuul.yaml b/.zuul.yaml
index 7abcad26..d7f59fbe 100644
--- a/.zuul.yaml
+++ b/.zuul.yaml
@@ -29,6 +29,7 @@
     name: tox-docs
     parent: tox
     run: tox/docs
+    post-run: tox/docs-post
 
 - job:
     name: tox-linters
@@ -55,4 +56,5 @@
     name: openstack-infra/openstack-zuul-jobs
     check:
       jobs:
+        - tox-docs
         - tox-linters
diff --git a/doc/source/conf.py b/doc/source/conf.py
new file mode 100755
index 00000000..6c59db55
--- /dev/null
+++ b/doc/source/conf.py
@@ -0,0 +1,75 @@
+# -*- coding: utf-8 -*-
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#    http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or
+# implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+import os
+import sys
+
+sys.path.insert(0, os.path.abspath('../..'))
+# -- General configuration ----------------------------------------------------
+
+# Add any Sphinx extension module names here, as strings. They can be
+# extensions coming with Sphinx (named 'sphinx.ext.*') or your custom ones.
+extensions = [
+    'sphinx.ext.autodoc',
+    #'sphinx.ext.intersphinx',
+    'oslosphinx'
+]
+
+# autodoc generation is a bit aggressive and a nuisance when doing heavy
+# text edit cycles.
+# execute "export SPHINX_DEBUG=1" in your terminal to disable
+
+# The suffix of source filenames.
+source_suffix = '.rst'
+
+# The master toctree document.
+master_doc = 'index'
+
+# General information about the project.
+project = u'openstack-zuul-jobs'
+copyright = u'2016, OpenStack Foundation'
+
+# If true, '()' will be appended to :func: etc. cross-reference text.
+add_function_parentheses = True
+
+# If true, the current module name will be prepended to all description
+# unit titles (such as .. function::).
+add_module_names = True
+
+# The name of the Pygments (syntax highlighting) style to use.
+pygments_style = 'sphinx'
+
+# -- Options for HTML output --------------------------------------------------
+
+# The theme to use for HTML and HTML Help pages.  Major themes that come with
+# Sphinx are currently 'default' and 'sphinxdoc'.
+# html_theme_path = ["."]
+# html_theme = '_theme'
+# html_static_path = ['static']
+
+# Output file base name for HTML help builder.
+htmlhelp_basename = '%sdoc' % project
+
+# Grouping the document tree into LaTeX files. List of tuples
+# (source start file, target name, title, author, documentclass
+# [howto/manual]).
+latex_documents = [
+    ('index',
+     '%s.tex' % project,
+     u'%s Documentation' % project,
+     u'OpenStack Foundation', 'manual'),
+]
+
+# Example configuration for intersphinx: refer to the Python standard library.
+#intersphinx_mapping = {'http://docs.python.org/': None}
diff --git a/doc/source/index.rst b/doc/source/index.rst
new file mode 100644
index 00000000..404e79f7
--- /dev/null
+++ b/doc/source/index.rst
@@ -0,0 +1,10 @@
+.. include:: ../../README.rst
+
+.. toctree::
+   :maxdepth: 2
+
+Indices and tables
+==================
+
+* :ref:`genindex`
+* :ref:`search`
diff --git a/playbooks/tox/docs-post.yaml b/playbooks/tox/docs-post.yaml
new file mode 100644
index 00000000..120eeee1
--- /dev/null
+++ b/playbooks/tox/docs-post.yaml
@@ -0,0 +1,3 @@
+- hosts: all
+  roles:
+    - upload-sphinx-draft
diff --git a/setup.cfg b/setup.cfg
new file mode 100644
index 00000000..55506702
--- /dev/null
+++ b/setup.cfg
@@ -0,0 +1,21 @@
+[metadata]
+name = openstack-zuul-jobs
+summary = A set of Ansible playbooks used by OpenStack projects CI system
+description-file =
+    README.rst
+author = OpenStack Infrastructure Team
+author-email = openstack-infra@lists.openstack.org
+home-page = http://www.openstack.org/
+classifier =
+    Environment :: OpenStack
+    Intended Audience :: Information Technology
+    Intended Audience :: System Administrators
+    License :: OSI Approved :: Apache Software License
+    Operating System :: POSIX :: Linux
+    Programming Language :: Python
+
+[build_sphinx]
+all-files = 1
+warning-is-error = 1
+source-dir = doc/source
+build-dir = doc/build
diff --git a/setup.py b/setup.py
new file mode 100644
index 00000000..5343f6d1
--- /dev/null
+++ b/setup.py
@@ -0,0 +1,28 @@
+# Copyright (c) 2013 Hewlett-Packard Development Company, L.P.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#    http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or
+# implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+import setuptools
+
+# In python < 2.7.4, a lazy loading of package `pbr` will break
+# setuptools if some other modules registered functions in `atexit`.
+# solution from: http://bugs.python.org/issue15881#msg170215
+try:
+    import multiprocessing  # noqa
+except ImportError:
+    pass
+
+setuptools.setup(
+    setup_requires=['pbr>=2.0'],
+    pbr=True)
diff --git a/test-requirements.txt b/test-requirements.txt
index 7214687c..d6676fe7 100644
--- a/test-requirements.txt
+++ b/test-requirements.txt
@@ -1,2 +1,9 @@
-hacking>=0.10,<0.11
+# The order of packages is significant, because pip processes them in the order
+# of appearance. Changing the order has an impact on the overall integration
+# process, which may cause wedges in the gate later.
+
+hacking>=0.12.0,<0.13 # Apache-2.0
+
 bashate>=0.2
+sphinx>=1.5.1,<1.6.0 # BSD
+oslosphinx>=4.7.0 # Apache-2.0
diff --git a/tox.ini b/tox.ini
index 5c6985ca..f0be34a6 100644
--- a/tox.ini
+++ b/tox.ini
@@ -17,6 +17,9 @@ commands =
 deps = bindep
 commands = bindep test
 
+[testenv:docs]
+commands = python setup.py build_sphinx
+
 [testenv:pep8]
 commands = flake8 {posargs}