diff --git a/examples/getting_started/plot_quick_start.py b/examples/getting_started/plot_quick_start.py
index 0afe6a65c..12268ded3 100644
--- a/examples/getting_started/plot_quick_start.py
+++ b/examples/getting_started/plot_quick_start.py
@@ -65,6 +65,13 @@
 my_project.put("df_cv_report_metrics", df_cv_report_metrics)
 my_project.put("roc_plot", roc_plot)
 
+# %%
+# Retrieve what was stored:
+
+# %%
+df_get = my_project.get("df_cv_report_metrics")
+df_get
+
 # %%
 # .. admonition:: What's next?
 #
diff --git a/examples/model_evaluation/plot_train_test_split.py b/examples/model_evaluation/plot_train_test_split.py
index d9defc263..326ecac16 100644
--- a/examples/model_evaluation/plot_train_test_split.py
+++ b/examples/model_evaluation/plot_train_test_split.py
@@ -9,17 +9,6 @@
 :func:`skore.train_test_split` to get assistance when developing ML/DS projects.
 """
 
-# %%
-# Creating and loading the skore project
-# ======================================
-#
-# We create and load the skore project from the current directory:
-
-# %%
-import skore
-
-my_project = skore.open("my_project", create=True)
-
 # %%
 # Train-test split in scikit-learn
 # ================================
@@ -116,6 +105,8 @@
 # scikit-learn:
 
 # %%
+import skore
+
 X_train, X_test, y_train, y_test = skore.train_test_split(
     X, y, test_size=0.2, random_state=0
 )
@@ -241,13 +232,3 @@
 X_train, X_test, y_train, y_test = skore.train_test_split(
     X, y, random_state=0, shuffle=False
 )
-
-# %%
-# Cleanup the project
-# -------------------
-#
-# Let's clear the skore project (to avoid any conflict with other documentation
-# examples).
-
-# %%
-my_project.clear()