diff --git a/.github/workflows/nonlinux.yml b/.github/workflows/nonlinux.yml
new file mode 100644
index 000000000..697cdaf1d
--- /dev/null
+++ b/.github/workflows/nonlinux.yml
@@ -0,0 +1,25 @@
+name: CI (Non-Linux)
+on: [push, pull_request]
+jobs:
+  build:
+    if: github.event_name == 'push' || github.event.pull_request.head.repo.full_name != github.repository
+    runs-on: ${{ matrix.os }}
+    strategy:
+      matrix:
+        os: [macos-latest, windows-latest]
+    steps:
+      - uses: actions/checkout@v3
+      - uses: actions/setup-python@v3
+        with:
+          python-version: 3.6
+          cache: pip
+          cache-dependency-path: '**/requirements*.txt'
+      # Don't install editable projects in the current working directory.
+      # https://pip.pypa.io/en/latest/reference/pip_install/#install-src
+      - run: pip install --src $GITHUB_WORKSPACE/../src -r requirements_dev.txt
+      - env:
+          CI_SKIP: true
+        run: pytest -W error -rs --cov kingfisher_scrapy
+      - env:
+          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+        run: coveralls --service=github
diff --git a/tests/extensions/test_database_store.py b/tests/extensions/test_database_store.py
index a629de2ac..ef6790b74 100644
--- a/tests/extensions/test_database_store.py
+++ b/tests/extensions/test_database_store.py
@@ -11,7 +11,7 @@
 from tests import spider_with_crawler
 
 database_url = os.getenv('KINGFISHER_COLLECT_DATABASE_URL')
-skip_test_if = not database_url and not os.getenv('CI')
+skip_test_if = not database_url and (not os.getenv('CI') or os.getenv('CI_SKIP'))
 
 
 def test_from_crawler_missing_arguments():
diff --git a/tests/extensions/test_kingfisher_process_api2.py b/tests/extensions/test_kingfisher_process_api2.py
index b997b3f5a..f56b3b0bb 100644
--- a/tests/extensions/test_kingfisher_process_api2.py
+++ b/tests/extensions/test_kingfisher_process_api2.py
@@ -12,7 +12,7 @@
 from tests import ExpectedError, spider_with_crawler, spider_with_files_store
 
 rabbit_url = os.getenv('RABBIT_URL')
-skip_test_if = not rabbit_url and not os.getenv('CI')
+skip_test_if = not rabbit_url and (not os.getenv('CI') or os.getenv('CI_SKIP'))
 
 items_scraped = [
     ('build_file', 'file.json', {