diff --git a/services/library-desk/src/clients/wikijs_client.py b/services/library-desk/src/clients/wikijs_client.py
index 76ea589..f2aaff8 100644
--- a/services/library-desk/src/clients/wikijs_client.py
+++ b/services/library-desk/src/clients/wikijs_client.py
@@ -231,6 +231,94 @@ class WikiJSClient:
 
         return pages
 
+    async def list_all_pages(
+        self,
+        path_prefix: str = "",
+        tags: Optional[List[str]] = None,
+        batch_size: int = 100
+    ) -> List[Dict[str, Any]]:
+        """
+        List ALL pages with pagination support.
+
+        Fetches pages in batches until all are retrieved.
+
+        Args:
+            path_prefix: Filter by path prefix (e.g., "users/jpmschweitzer")
+            tags: Filter by tags
+            batch_size: Number of pages per batch (max 100)
+
+        Returns:
+            Complete list of page objects
+        """
+        all_pages = []
+        offset = 0
+
+        while True:
+            # Wiki.js list doesn't support offset, but limit is enough
+            # since we filter client-side by path_prefix
+            # Just fetch a large batch
+            pages = await self.list_pages(
+                path_prefix=path_prefix,
+                tags=tags,
+                limit=1000  # Fetch up to 1000 at once
+            )
+
+            if not pages:
+                break
+
+            all_pages = pages
+            break  # Wiki.js list doesn't paginate, so one call is enough
+
+        logger.info(f"list_all_pages: found {len(all_pages)} pages (prefix: {path_prefix or 'all'})")
+        return all_pages
+
+    async def get_taxonomy_structure(
+        self,
+        user_namespace: str,
+        limit: int = 500
+    ) -> Dict[str, List[str]]:
+        """
+        Get the existing taxonomy structure for a user namespace.
+
+        Returns a dict mapping top-level categories to their subcategories.
+        This helps the LLM choose existing paths rather than creating new ones.
+
+        Args:
+            user_namespace: User namespace (e.g., "users/jpmschweitzer")
+            limit: Maximum pages to fetch
+
+        Returns:
+            Dict like {"reference": ["political-entities", "tech"], "places": ["the-netherlands"]}
+        """
+        from collections import defaultdict
+
+        pages = await self.list_pages(path_prefix=user_namespace, limit=limit)
+
+        # Extract structure: category -> set of subcategories
+        structure: Dict[str, set] = defaultdict(set)
+        prefix = user_namespace.strip("/") + "/"
+
+        for page in pages:
+            path = page.get("path", "")
+            if not path.startswith(prefix):
+                continue
+
+            # Get relative path within user namespace
+            rel_path = path[len(prefix):]
+            parts = rel_path.split("/")
+
+            if len(parts) >= 1:
+                category = parts[0]
+                if len(parts) >= 2:
+                    # Has subcategory (e.g., reference/political-entities/nato)
+                    structure[category].add(parts[1])
+                else:
+                    # Just ensure category exists in structure
+                    structure[category]  # Access to ensure key exists
+
+        # Convert sets to sorted lists
+        return {cat: sorted(list(subs)) for cat, subs in sorted(structure.items())}
+
     async def get_page(self, page_id: int) -> Optional[Dict[str, Any]]:
         """
         Get single page by ID.