diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md
index daa1bcc..8c2dd9b 100644
--- a/CONTRIBUTING.md
+++ b/CONTRIBUTING.md
@@ -20,10 +20,36 @@ pip install nbstripout
 nbstripout --install
 ```
 This will install a git hook that strips all metadata from the notebooks before you commit changes to git.
+
+You can also remove the output from all cells using this command:
+
+```
+make clean
+```
+
+To limit the command to a specific folder (e.g. ml1):
+```
+make FOLDER=ml1 clean
+```
 4. Submit your pull request on GitHub.
 5. A member of the GSI-UPM group will review your request.
 6. The reviewer may ask for further changes before merging the contribution. Please, follow the reviewer's instructions before resubmitting.
 
+
+## Testing the changes
+
+You can execute all notebooks at once to make sure they work with this command:
+
+```
+make exec
+```
+
+To only check notebooks in a specific folder, run:
+
+```
+make FOLDER=ml2 exec  # Run all notebooks in the ml2 folder
+```
+
 ## Code of Conduct
 
 ### Our Pledge
diff --git a/Makefile b/Makefile
new file mode 100644
index 0000000..5cfd73d
--- /dev/null
+++ b/Makefile
@@ -0,0 +1,10 @@
+FOLDER:=.
+
+exec:
+	find $(FOLDER) -iname '*.ipynb' -print0 | xargs -n 1 -0 sh -c 'jupyter nbconvert --execute --ClearOutputPreprocessor.enabled=True --inplace $$0 || exit 255'
+
+clean:
+	find $(FOLDER) -iname '*.ipynb' -print0 | xargs -n 1 -0 sh -c 'jupyter nbconvert --ClearOutputPreprocessor.enabled=True --inplace $$0 || exit 255'
+
+
+.PHONY: exec clean