diff --git a/.github/workflows/test-eynollah.yml b/.github/workflows/test-eynollah.yml
index 4dfb772..e58d26b 100644
--- a/.github/workflows/test-eynollah.yml
+++ b/.github/workflows/test-eynollah.yml
@@ -32,4 +32,4 @@ jobs:
         python -m pip install --upgrade pip
         pip install .
     - name: Test with pytest
-      run: echo success # make test
+      run: make test
diff --git a/Makefile b/Makefile
index 9855fa5..920f15b 100644
--- a/Makefile
+++ b/Makefile
@@ -1,3 +1,6 @@
+EYNOLLAH_MODELS ?= $(PWD)/models_eynollah
+export EYNOLLAH_MODELS
+
 # BEGIN-EVAL makefile-parser --make-help Makefile
 
 help:
diff --git a/tests/__init__.py b/tests/__init__.py
new file mode 100644
index 0000000..e69de29
diff --git a/tests/base.py b/tests/base.py
new file mode 100644
index 0000000..9de35ef
--- /dev/null
+++ b/tests/base.py
@@ -0,0 +1,54 @@
+# pylint: disable=unused-import
+
+from os.path import dirname, realpath
+from os import chdir
+import sys
+import logging
+import io
+import collections
+from unittest import TestCase as VanillaTestCase, skip, main as unittests_main
+import pytest
+from ocrd_utils import disableLogging, initLogging
+
+def main(fn=None):
+    if fn:
+        sys.exit(pytest.main([fn]))
+    else:
+        unittests_main()
+
+class TestCase(VanillaTestCase):
+
+    @classmethod
+    def setUpClass(cls):
+        chdir(dirname(realpath(__file__)) + '/..')
+
+    def setUp(self):
+        disableLogging()
+        initLogging()
+
+class CapturingTestCase(TestCase):
+    """
+    A TestCase that needs to capture stderr/stdout and invoke click CLI.
+    """
+
+    @pytest.fixture(autouse=True)
+    def _setup_pytest_capfd(self, capfd):
+        self.capfd = capfd
+
+    def invoke_cli(self, cli, args):
+        """
+        Substitution for click.CliRunner.invooke that works together nicely
+        with unittests/pytest capturing stdout/stderr.
+        """
+        self.capture_out_err()  # XXX snapshot just before executing the CLI
+        code = 0
+        sys.argv[1:] = args # XXX necessary because sys.argv reflects pytest args not cli args
+        try:
+            cli.main(args=args)
+        except SystemExit as e:
+            code = e.code
+        out, err = self.capture_out_err()
+        return code, out, err
+
+    def capture_out_err(self):
+        return self.capfd.readouterr()
diff --git a/tests/test_run.py b/tests/test_run.py
new file mode 100644
index 0000000..74f7fde
--- /dev/null
+++ b/tests/test_run.py
@@ -0,0 +1,24 @@
+from os import environ
+from pathlib import Path
+from ocrd_utils import pushd_popd
+from tests.base import CapturingTestCase as TestCase, main
+from sbb_newspapers_org_image.cli import main as eynollah_cli
+
+testdir = Path(__file__).parent.resolve()
+
+EYNOLLAH_MODELS = environ.get('EYNOLLAH_MODELS', str(testdir.joinpath('..', 'models_eynollah').resolve()))
+
+class TestEynollahRun(TestCase):
+
+    def test_full_run(self):
+        with pushd_popd(tempdir=True) as tempdir:
+            code, out, err = self.invoke_cli(eynollah_cli, [
+                '-m', EYNOLLAH_MODELS,
+                '-i', str(testdir.joinpath('resources/kant_aufklaerung_1784_0020.tif')),
+                '-o', tempdir
+            ])
+            print(code, out, err)
+            assert not code
+
+if __name__ == '__main__':
+    main(__file__)