diff --git a/doc/source/index.rst b/doc/source/index.rst
index a6210d3d..cfc7e9f0 100644
--- a/doc/source/index.rst
+++ b/doc/source/index.rst
@@ -1 +1,11 @@
 .. include:: ../../README.rst
+
+OpenStack-Ansible Diff Generator
+--------------------------------
+
+The ``osa-differ.py`` script provides a simple way to review changes between
+two OpenStack-Ansible releases.
+
+.. toctree::
+
+   osa-differ
diff --git a/doc/source/osa-differ.rst b/doc/source/osa-differ.rst
new file mode 100644
index 00000000..f160d3f0
--- /dev/null
+++ b/doc/source/osa-differ.rst
@@ -0,0 +1,123 @@
+==============================================
+OpenStack-Ansible Diff Generator Documentation
+==============================================
+
+Getting a list of commits between two OpenStack-Ansible tags is fairly easy
+with ``git diff``, but it can be difficult to review other changes between
+those tags, such as:
+
+* Changes to OpenStack projects that OpenStack-Ansible downloads and compiles
+  into python wheels on the repo servers
+* Changes to independent OpenStack-Ansible roles (Mitaka and later releases)
+
+The ``osa-differ.py`` script retrieves all of these changes and displays them
+in an easy-to-read RST-formatted document.
+
+The script queries GitHub's API and downloads some raw code to determine the
+changes in each repository. This allows the script to work well on systems
+where the OpenStack-Ansible repositories aren't already cloned.
+
+Installation
+============
+
+Install two packages via pip:
+
+.. code-block:: console
+
+   pip install jinja2 pygithub3
+
+Running the script
+==================
+
+Generating diffs
+----------------
+
+The script has two required arguments:
+
+.. code-block:: shell
+
+   ./osa-differ.py OLD_COMMIT NEW_COMMIT
+
+Tags or commit SHAs can be used for ``OLD_COMMIT`` and ``NEW_COMMIT``.
+Here are two examples:
+
+.. code-block:: shell
+
+   # Find changes between commits f7d0a73 (older) and e00d329 (newer)
+   ./osa-differ.py f7d0a73 e00d329
+
+   # Find changes between tags 13.1.4 and 13.2.0
+   ./osa-differ.py 13.1.4 13.2.0
+
+If you reach the GitHub API limit for unauthenticated users, you may see a 403
+error like this one::
+
+   requests.exceptions.HTTPError: 403 Client Error: Forbidden for url: <URL>
+
+You can provide a GitHub API token by setting the ``GITHUB_TOKEN`` environment
+variable and running the script again:
+
+.. code-block:: shell
+
+   export GITHUB_TOKEN=fe64e5bff33523tat32913f69c49fe93d664e3a0
+   ./osa-differ.py 13.1.4 13.2.0
+
+For more details on generating GitHub API tokens, see the documentation section
+:ref:`generate-github-token` below.
+
+Configuring the output
+----------------------
+
+By default, the report will contain changes to OpenStack-Ansible, OpenStack-
+Ansible's independent roles, and the OpenStack projects that OpenStack-Ansible
+downloads and builds.
+
+However, the information about independent roles and OpenStack-Ansible roles
+can be skipped with additional arguments:
+
+.. code-block:: shell
+
+   # Show only the changes in OpenStack projects
+   ./osa-differ.py --projects-only 13.1.4 13.2.0
+
+   # Show only the changes in OpenStack-Ansible independent roles
+   ./osa-differ.py --roles-only 13.1.4 13.2.0
+
+Troubleshooting
+---------------
+
+Enable the script's debug mode by adding ``-d`` or ``--debug`` to the command
+line arguments:
+
+.. code-block:: shell
+
+   ./osa-differ.py --debug 13.1.4 13.2.0
+
+This will print lots of diagnostic information about each request to GitHub and
+will identify any requests which are taking a long time to complete.
+
+Appendix
+========
+
+.. _generate-github-token:
+
+Generating GitHub API tokens
+----------------------------
+
+To generate a GitHub *personal access token*, follow these steps:
+
+#. Authenticate to your GitHub account.
+
+#. Access the *Personal access tokens* page: https://github.com/settings/tokens
+
+#. Click on **Generate new token**. (You may be asked to provide your
+   password.)
+
+#. Enter a name for the token and click **Generate token**. (Leave all check
+   boxes unchecked.)
+
+#. Copy your new token and store it in safe place. GitHub won't display it
+   again, so be sure to save it or you will need to generate another token.
+
+#. Provide that token in the ``GITHUB_TOKEN`` environment variable before
+   running the ``osa-differ.py`` script.