diff --git a/.gitignore b/.gitignore
index e69de29..89d4185 100644
--- a/.gitignore
+++ b/.gitignore
@@ -0,0 +1 @@
+/oslo.policy-0.3.1.tar.gz
diff --git a/python-oslo-policy.spec b/python-oslo-policy.spec
new file mode 100644
index 0000000..c3995bf
--- /dev/null
+++ b/python-oslo-policy.spec
@@ -0,0 +1,70 @@
+%global pypi_name oslo.policy
+
+Name:           python-oslo-policy
+Version:        0.3.1
+Release:        1%{?dist}
+Summary:        OpenStack Oslo Policy library
+
+License:        ASL 2.0
+URL:            https://launchpad.net/oslo
+Source0:        https://pypi.python.org/packages/source/o/%{pypi_name}/%{pypi_name}-%{version}.tar.gz
+BuildArch:      noarch
+
+BuildRequires:  python2-devel
+BuildRequires:  python-pbr
+# for docs build
+BuildRequires:  python-oslo-config >= 1.9.0
+BuildRequires:  python-oslo-i18n >= 1.3.0
+BuildRequires:  python-oslo-serialization >= 1.2.0
+
+Requires:       python-oslo-config >= 1.9.0
+Requires:       python-oslo-i18n >= 1.3.0
+Requires:       python-oslo-serialization >= 1.2.0
+
+%description
+The OpenStack Oslo Policy library.
+RBAC policy enforcement library for OpenStack.
+
+%package doc
+Summary:    Documentation for the Oslo Policy library
+Group:      Documentation
+
+BuildRequires:  python-sphinx
+BuildRequires:  python-oslo-sphinx
+
+%description doc
+Documentation for the Oslo Policy library.
+
+%prep
+%setup -q -n %{pypi_name}-%{version}
+# Let RPM handle the dependencies
+rm -f requirements.txt
+
+%build
+%{__python2} setup.py build
+
+# generate html docs
+sphinx-build doc/source html
+# remove the sphinx-build leftovers
+rm -rf html/.{doctrees,buildinfo}
+
+%install
+%{__python2} setup.py install --skip-build --root %{buildroot}
+
+#delete tests
+rm -fr %{buildroot}%{python2_sitelib}/%{pypi_name}/tests/
+
+%files
+%{!?_licensedir:%global license %%doc}
+%license LICENSE
+%doc README.rst
+%{python2_sitelib}/oslo_policy
+%{python2_sitelib}/*.egg-info
+
+%files doc
+%license LICENSE
+%doc html
+
+%changelog
+* Sat Mar 7 2015 Dan Prince <dprince@redhat.com> - 0.3.1-1
+- Initial package
diff --git a/sources b/sources
index e69de29..8e7854b 100644
--- a/sources
+++ b/sources
@@ -0,0 +1 @@
+4a0b2d6ac1c64967eacb83a527871007  oslo.policy-0.3.1.tar.gz