diff --git a/cli/myenv.yml b/cli/myenv.yml
new file mode 100644
index 00000000..6f5d6ef8
--- /dev/null
+++ b/cli/myenv.yml
@@ -0,0 +1,13 @@
+name: project_environment
+dependencies:
+  # The python interpreter version.
+  # Currently Azure ML Workbench only supports 3.5.2 and later.
+  - python=3.6.2
+  - scikit-learn
+  - numpy
+
+  - pip:
+    # Required packages for AzureML execution, history, and data preparation.
+    - --index-url https://azuremlsdktestpypi.azureedge.net/sdk-release/Preview/E7501C02541B433786111FE8E140CAA1
+    - --extra-index-url https://pypi.python.org/simple
+    - azureml-defaults