diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 2a7b244..89b7272 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -34,6 +34,9 @@ repos:
     rev: 3.9.2
     hooks:
     - id: flake8
+      additional_dependencies:
+        - flake8-docstrings
+        - flake8-bugbear
 
 -   repo: https://github.com/asottile/pyupgrade
     rev: v2.31.0
diff --git a/setup.py b/setup.py
index d7a9f1d..9067a72 100644
--- a/setup.py
+++ b/setup.py
@@ -1,18 +1,79 @@
+"""Package and distribute the library."""
+import os
+
 from setuptools import setup
 
-install_requires = [
-    "six>=1.7.2",
-    "tldextract==1.4",
-]
+
+def read(fname):
+    """Read in file."""
+    with open(os.path.join(os.path.dirname(__file__), fname)) as f:
+        return f.read()
+
+
+def version_scheme(version):
+    """
+    Version scheme hack for setuptools_scm.
+
+    Appears to be necessary to due to the bug documented here: https://github.com/pypa/setuptools_scm/issues/342
+
+    If that issue is resolved, this method can be removed.
+    """
+    import time
+
+    from setuptools_scm.version import guess_next_version
+
+    if version.exact:
+        return version.format_with("{tag}")
+    else:
+        _super_value = version.format_next_version(guess_next_version)
+        now = int(time.time())
+        return _super_value + str(now)
+
+
+def local_version(version):
+    """
+    Local version scheme hack for setuptools_scm.
+
+    Appears to be necessary to due to the bug documented here: https://github.com/pypa/setuptools_scm/issues/342
+
+    If that issue is resolved, this method can be removed.
+    """
+    return ""
+
 
 setup(
     name="storysniffer",
-    version="0.0.3",
     description="Inspect a URL and estimate if it links to news story",
+    long_description=read("README.md"),
+    long_description_content_type="text/markdown",
     author="Ben Welsh",
-    author_email="ben.welsh@gmail.com",
+    author_email="b@palewi.re",
     url="https://github.com/pastpages/storysniffer",
     license="MIT",
     packages=("storysniffer",),
-    install_requires=install_requires,
+    install_requires=("tldextract",),
+    classifiers=[
+        "Development Status :: 5 - Production/Stable",
+        "Intended Audience :: Developers",
+        "Intended Audience :: Science/Research",
+        "License :: OSI Approved :: MIT License",
+        "Operating System :: OS Independent",
+        "Programming Language :: Python",
+        "Programming Language :: Python :: 3",
+        "Programming Language :: Python :: 3.7",
+        "Programming Language :: Python :: 3.8",
+        "Programming Language :: Python :: 3.9",
+        "Programming Language :: Python :: 3.10",
+        "Framework :: Django",
+        "Framework :: Django :: 3",
+        "Framework :: Django :: 4",
+        "Topic :: Software Development :: Libraries :: Python Modules",
+    ],
+    setup_requires=["setuptools_scm"],
+    use_scm_version={"version_scheme": version_scheme, "local_scheme": local_version},
+    project_urls={
+        "Documentation": "https://palewi.re/docs/storysniffer/",
+        "Source": "https://github.com/datadesk/storysniffer/",
+        "Tracker": "https://github.com/datadesk/storysniffer/issues",
+    },
 )
diff --git a/storysniffer/__init__.py b/storysniffer/__init__.py
index 3c2e4a5..cc16439 100644
--- a/storysniffer/__init__.py
+++ b/storysniffer/__init__.py
@@ -1,3 +1,4 @@
+"""Inspect a URL and estimate if it links to news story."""
 import os
 import re
 from urllib.parse import urlparse
@@ -63,10 +64,7 @@
 
 
 def guess(url: str) -> bool:
-    """
-    Returns a boolean estimating the likelihood that
-    the provided URL links to a news story.
-    """
+    """Return a boolean estimating the likelihood that the provided URL links to a news story."""
     # Throw an error if the URL doesn't match acceptable patterns
     if not URL_REGEX.search(url):
         raise ValueError("Provided url does not match acceptable URL patterns")
diff --git a/test.py b/test.py
index 9e6b986..3fba2c3 100644
--- a/test.py
+++ b/test.py
@@ -1,10 +1,14 @@
+"""Test the module."""
 import unittest
 
 import storysniffer
 
 
 class SniffTest(unittest.TestCase):
+    """Run basic tests."""
+
     def setUp(self):
+        """Configure common settings."""
         self.yes = "http://www.washingtonpost.com/investigations/us-intelligence-mining-data-from-nine-us-internet-companies-in-broad-secret-program/2013/06/06/3a0c0da8-cebf-11e2-8845-d970ccb04497_story.html"
         self.absolute_yes = "/investigations/us-intelligence-mining-data-from-nine-us-internet-companies-in-broad-secret-program/2013/06/06/3a0c0da8-cebf-11e2-8845-d970ccb04497_story.html"
         self.no = "http://www.cnn.com/"
@@ -12,6 +16,7 @@ def setUp(self):
         self.busted = "foobar"
 
     def test_busted(self):
+        """Test stuff that shouldn't work."""
         func = storysniffer.guess
         with self.assertRaises(ValueError):
             storysniffer.guess(self.busted)
@@ -20,6 +25,7 @@ def test_busted(self):
             self.assertFalse(func(self.absolute_no))
 
     def test_guess(self):
+        """Test guesses."""
         func = storysniffer.guess
         self.assertTrue(func(self.yes))
         self.assertFalse(func(self.no))