diff --git a/.github/requirements.txt b/.github/requirements.txt
new file mode 100644
index 0000000..ccda4b1
--- /dev/null
+++ b/.github/requirements.txt
@@ -0,0 +1,8 @@
+requests
+pyyaml
+toml
+ndjson
+importlib-metadata<2,>=0.12
+tox
+tox-pyenv
+pytest
diff --git a/.github/workflows/main.yml b/.github/workflows/main.yml
index e61775f..98657b7 100644
--- a/.github/workflows/main.yml
+++ b/.github/workflows/main.yml
@@ -17,6 +17,7 @@ jobs:
       uses: actions/setup-python@v2
       with:
         python-version: ${{ matrix.python-version }}
+        cache: pip
     - name: test
       # run: python setup.py test
       run: |
diff --git a/.github/workflows/publish.yml b/.github/workflows/publish.yml
index 0982746..5bef424 100644
--- a/.github/workflows/publish.yml
+++ b/.github/workflows/publish.yml
@@ -10,7 +10,7 @@ jobs:
     steps:
     - uses: actions/checkout@master
     - name: Set up Python 3.7
-      uses: actions/setup-python@v1
+      uses: actions/setup-python@v2
       with:
         python-version: 3.7
     - name: Init .pypirc