diff --git a/.github/workflow/cml.yaml b/.github/workflow/cml.yaml
new file mode 100644
index 000000000..9c11dec0f
--- /dev/null
+++ b/.github/workflow/cml.yaml
@@ -0,0 +1,26 @@
+name: model-wine-quality
+on: [push]
+jobs:
+  train-and-report:
+    runs-on: ubuntu-latest
+    container: docker://ghcr.io/iterative/cml:0-dvc2-base1
+    steps:
+      - uses: actions/checkout@v3
+      - name: Train model
+        env:
+          REPO_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+        run: |
+          pip install -r requirements.txt
+          python train.py  # generate plot.png
+
+          # Create CML report
+          cat metrics.txt >> report.md
+          echo '![](./plot.png "Confusion Matrix")' >> report.md
+          cml comment create report.md
+
+          echo "## Model Metrics  > report.md
+          cat metrics.txt >> report.md
+
+          cml-publish feature_importance.png --md >> report.md
+          cml-publish residuals.png --md >> report.md
+          cml-send-comment report.md