diff --git a/.github/scripts/check_doc_references.py b/.github/scripts/check_doc_references.py
index a27145b..647455c 100644
--- a/.github/scripts/check_doc_references.py
+++ b/.github/scripts/check_doc_references.py
@@ -31,11 +31,21 @@ def get_created_md_files():
 
     return created_files
 
+def get_all_md_files():
+    """
+    Recursively collects all Markdown (.md, .mdx) files under /docusaurus/docs.
+    Returns:
+        list[Path]: A list of relative paths to all Markdown files in the docs directory.
+    """
+    return [
+        path.relative_to(REPO_ROOT)
+        for path in DOCS_DIR.rglob("*.md*")
+        if path.is_file()
+    ]
+
 def is_file_referenced(file_path):
     """
     Checks if a given file is referenced in the Git repository.
-    This function searches the Git repository for occurrences of the file name
-    and determines if the file is referenced in any other files.
     Args:
         file_path (Path): The path to the file to check.
     Returns:
@@ -52,16 +62,15 @@ def is_file_referenced(file_path):
     return len(matches) > 0
 
 def main():
-    created_files = get_created_md_files()
-    if not created_files:
-        print("No new Markdown files detected.")
-        return
-
-    print(f"Checking {len(created_files)} new Markdown files...")
+    md_files = get_created_md_files()
+    if not md_files:
+        print("No new Markdown files detected. Checking all Markdown files instead.")
+        md_files = get_all_md_files()
+    print(f"Checking {len(md_files)} Markdown files...")
 
     unreferenced = []
 
-    for md_file in created_files:
+    for md_file in md_files:
         if not is_file_referenced(md_file):
             unreferenced.append(md_file)
 
diff --git a/.github/workflows/check-references.yml b/.github/workflows/check-references.yml
index 5ea193d..7e89238 100644
--- a/.github/workflows/check-references.yml
+++ b/.github/workflows/check-references.yml
@@ -26,4 +26,4 @@ jobs:
       - name: Run reference check
         run: |
           pip install --upgrade pip
-          python scripts/check_doc_references.py
+          python .github/scripts/check_doc_references.py