diff --git a/skills/fabric-lakehouse/references/pyspark.md b/skills/fabric-lakehouse/references/pyspark.md
index ca1d4553..08b92004 100644
--- a/skills/fabric-lakehouse/references/pyspark.md
+++ b/skills/fabric-lakehouse/references/pyspark.md
@@ -131,6 +131,8 @@ VACUUM silver_transactions
 -- Vacuum with custom retention
 VACUUM silver_transactions RETAIN 168 HOURS
 
+```
+
 ### Incremental Load Pattern
 
 ```python
@@ -184,4 +186,4 @@ spark.sql("""
         true as is_current
     FROM staging_customer
 """)
-```
\ No newline at end of file
+```