diff --git a/.github/scripts/prepare_docs.py b/.github/scripts/prepare_docs.py
index bc3a47d..f83dd4c 100644
--- a/.github/scripts/prepare_docs.py
+++ b/.github/scripts/prepare_docs.py
@@ -12,19 +12,19 @@ for filepath in glob.glob('docs/**/*.md', recursive=True):
     with open(filepath, 'r', encoding='utf-8') as f:
         content = f.read()
 
-    # RULE A: Fix links pointing OUT to src/ or scripts/ 
+    # RULE A: Fix links pointing OUT to src/ or scripts/
     # Logic: Because the folders were moved one level deeper, we remove exactly ONE '../'
     content = re.sub(
-        r'\]\(\.\./((?:\.\./)*)(src|scripts)/([^)]*)\)', 
-        r'](\1\2/\3)', 
+        r'\]\(\.\./((?:\.\./)*)(src|scripts)/([^)]*)\)',
+        r'](\1\2/\3)',
         content
     )
 
     # RULE B: Fix links pointing FROM the copied files back TO the original docs/ folder
     # Logic: Since these files are now inside docs/, the 'docs/' segment in the path is redundant.
     content = re.sub(
-        r'\]\(((?:\.\./)+)docs/([^)]*)\)', 
-        r'](\1\2)', 
+        r'\]\(((?:\.\./)+)docs/([^)]*)\)',
+        r'](\1\2)',
         content
     )