diff --git a/.github/workflows/lint.yml b/.github/workflows/lint.yml
new file mode 100644
index 00000000..60b8e2f4
--- /dev/null
+++ b/.github/workflows/lint.yml
@@ -0,0 +1,27 @@
+name: Lint
+
+on: [push, pull_request]
+
+jobs:
+  build:
+
+    runs-on: ubuntu-latest
+    strategy:
+      matrix:
+        python-version: [3.7]
+
+    steps:
+    - uses: actions/checkout@v1
+
+    - name: Set up Python ${{ matrix.python-version }}
+      uses: actions/setup-python@v1
+      with:
+        python-version: ${{ matrix.python-version }}
+
+    - name: Install dependencies
+      run: |
+        python -m pip install --upgrade pip
+        python -m pip install --upgrade tox
+
+    - name: Lint
+      run: tox -e lint
diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml
new file mode 100644
index 00000000..66b10622
--- /dev/null
+++ b/.github/workflows/test.yml
@@ -0,0 +1,39 @@
+name: Test
+
+on: [push, pull_request]
+
+jobs:
+  build:
+
+    runs-on: ${{ matrix.os }}
+    strategy:
+      matrix:
+        python-version: [3.6, 3.7]
+        os: [ubuntu-latest, macOS-latest, windows-latest]
+
+    steps:
+    - uses: actions/checkout@v1
+
+    - name: Set up Python ${{ matrix.python-version }}
+      uses: actions/setup-python@v1
+      with:
+        python-version: ${{ matrix.python-version }}
+
+    - name: Install dependencies
+      run: |
+        python -m pip install --upgrade pip
+        python -m pip install --upgrade tox
+        python -m pip install  -e .
+
+    - name: Unit tests
+      shell: bash
+      # Drop the dot: py3.7 -> py37
+      run: |
+        tox -e py`echo ${{ matrix.python-version }} | tr -d .`
+
+    - name: Test runs
+      run: |
+        pypistats --help
+        pypistats recent --help
+
+    # TODO Upload to Codecov
diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 815f2dc1..6cb7aa1f 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -13,3 +13,19 @@ repos:
     hooks:
       - id: flake8
         language_version: python3.7
+
+  - repo: https://github.com/pre-commit/mirrors-isort
+    rev: v4.3.21
+    hooks:
+      - id: isort
+        language_version: python3.7
+
+  - repo: https://github.com/pre-commit/pygrep-hooks
+    rev: v1.4.0
+    hooks:
+      - id: python-check-blanket-noqa
+
+  - repo: https://github.com/pre-commit/pre-commit-hooks
+    rev: v2.3.0
+    hooks:
+      - id: check-yaml
diff --git a/README.md b/README.md
index 5eb3dadd..6417ac95 100644
--- a/README.md
+++ b/README.md
@@ -5,6 +5,7 @@
 [![PyPI downloads](https://img.shields.io/pypi/dm/pypistats.svg)](https://pypistats.org/packages/pypistats)
 [![Build Status](https://travis-ci.org/hugovk/pypistats.svg?branch=master)](https://travis-ci.org/hugovk/pypistats)
 [![Build Status](https://dev.azure.com/hugovk/hugovk/_apis/build/status/hugovk.pypistats?branchName=master)](https://dev.azure.com/hugovk/hugovk/_build/latest?definitionId=1?branchName=master)
+[![Actions Status](https://github.com/hugovk/pypistats/workflows/test/badge.svg)](https://github.com/hugovk/pypistats/actions)
 [![codecov](https://codecov.io/gh/hugovk/pypistats/branch/master/graph/badge.svg)](https://codecov.io/gh/hugovk/pypistats)
 [![GitHub](https://img.shields.io/github/license/hugovk/pypistats.svg)](LICENSE.txt)
 [![Code style: black](https://img.shields.io/badge/code%20style-black-000000.svg)](https://github.com/psf/black)
diff --git a/example/example.py b/example/example.py
index dbfc56de..967197e8 100644
--- a/example/example.py
+++ b/example/example.py
@@ -4,7 +4,7 @@
 Example use of pypistats
 """
 import argparse
-from pprint import pprint  # noqa
+from pprint import pprint  # noqa: F401
 
 import pypistats
 
diff --git a/setup.cfg b/setup.cfg
index dcb6336c..e61f78a5 100644
--- a/setup.cfg
+++ b/setup.cfg
@@ -9,3 +9,10 @@ license_file = LICENSE.txt
 
 [pycodestyle]
 max_line_length = 88
+
+[tool:isort]
+force_grid_wrap = 0
+include_trailing_comma = True
+line_length = 88
+multi_line_output = 3
+use_parentheses = True
diff --git a/src/pypistats/__init__.py b/src/pypistats/__init__.py
index f0cdfef7..36f5a492 100644
--- a/src/pypistats/__init__.py
+++ b/src/pypistats/__init__.py
@@ -11,6 +11,7 @@
 from pathlib import Path
 
 import pkg_resources
+
 import requests
 from appdirs import user_cache_dir
 from pytablewriter import (
diff --git a/src/pypistats/cli.py b/src/pypistats/cli.py
index f2a29649..6c02e6e0 100644
--- a/src/pypistats/cli.py
+++ b/src/pypistats/cli.py
@@ -6,9 +6,8 @@
 import argparse
 from datetime import date, datetime
 
-from dateutil.relativedelta import relativedelta
-
 import pypistats
+from dateutil.relativedelta import relativedelta
 
 cli = argparse.ArgumentParser()
 subparsers = cli.add_subparsers(dest="subcommand")
diff --git a/tests/test_cli.py b/tests/test_cli.py
index 0f5e2b9f..854bb1ef 100644
--- a/tests/test_cli.py
+++ b/tests/test_cli.py
@@ -7,7 +7,6 @@
 
 import pytest
 from freezegun import freeze_time
-
 from pypistats import cli
 
 
diff --git a/tests/test_pypistats.py b/tests/test_pypistats.py
index da7e6b8f..0977f126 100644
--- a/tests/test_pypistats.py
+++ b/tests/test_pypistats.py
@@ -8,9 +8,8 @@
 import unittest
 from pathlib import Path
 
-import requests_mock
-
 import pypistats
+import requests_mock
 
 from .data.python_minor import DATA as PYTHON_MINOR_DATA
 
diff --git a/tests/test_pypistats_cache.py b/tests/test_pypistats_cache.py
index ab7ddb19..9d61c32f 100644
--- a/tests/test_pypistats_cache.py
+++ b/tests/test_pypistats_cache.py
@@ -7,11 +7,10 @@
 import unittest
 from pathlib import Path
 
+import pypistats
 import requests_mock
 from freezegun import freeze_time
 
-import pypistats
-
 
 class TestPypiStatsCache(unittest.TestCase):
     def setUp(self):