diff --git a/skore-ui/README.md b/skore-ui/README.md
index 3cdba40d5..46eed7f3b 100644
--- a/skore-ui/README.md
+++ b/skore-ui/README.md
@@ -1,6 +1,6 @@
 # Skore UI
 
-This sub directory aims at creating a single page application supporting Skore.
+This sub directory aims at creating a single page application supporting Skore!
 
 It should build as a SPA and as a library of web components.
 
diff --git a/skore/pyproject.toml b/skore/pyproject.toml
index 79d75541c..519d6d474 100644
--- a/skore/pyproject.toml
+++ b/skore/pyproject.toml
@@ -1,6 +1,6 @@
 [project]
 name = "skore"
-description = "The scikit-learn Modeling Companion"
+description = "The scikit-learn Modeling Companion!"
 dynamic = ["license", "readme", "version"]
 requires-python = ">=3.9, <3.13"
 maintainers = [{ name = "skore developers", email = "skore@signal.probabl.ai" }]