diff --git a/backends/arm/operators/__init__.py b/backends/arm/operators/__init__.py
index b3d8f5676d5..6fd51497521 100644
--- a/backends/arm/operators/__init__.py
+++ b/backends/arm/operators/__init__.py
@@ -2,6 +2,12 @@
 #
 # This source code is licensed under the BSD-style license found in the
 # LICENSE file in the root directory of this source tree.
+"""Import and register Arm TOSA operator visitors.
+
+Importing this package loads all visitor modules so their classes can be
+registered via decorators and discovered at runtime.
+
+"""
 
 
 from . import (  # noqa
diff --git a/backends/arm/operators/node_visitor.py b/backends/arm/operators/node_visitor.py
index 682c849fe80..c03c27574b8 100644
--- a/backends/arm/operators/node_visitor.py
+++ b/backends/arm/operators/node_visitor.py
@@ -3,6 +3,13 @@
 # This source code is licensed under the BSD-style license found in the
 # LICENSE file in the root directory of this source tree.
 
+"""Provide utilities to register and apply TOSA node visitors.
+
+Use this module to construct and serialize TOSA operators from FX nodes.
+- Define the NodeVisitor base class and registry
+- Register concrete visitors per TOSA specification
+
+"""
 
 import json
 from typing import Any, Dict, List, Optional
@@ -18,8 +25,13 @@
 
 
 class NodeVisitor:
-    """
-    Node Visitor pattern for lowering edge IR to TOSA
+    """Provide a visitor pattern to lower edge IR to TOSA.
+
+    Attributes:
+        _exported_program (torch.export.ExportedProgram): Source program being lowered.
+        tosa_spec (TosaSpecification): Active TOSA specification for lowering.
+        debug_hook (Optional[DebugHook]): Optional hook for debug metadata.
+
     """
 
     # Add the currently supported node_visitor specs as default.
@@ -51,6 +63,23 @@ def _serialize_operator(
         outputs: List[str],
         attributes: Optional[Any] = None,
     ) -> None:
+        """Serialize a TOSA operator into the graph.
+
+        When a ``DebugHook`` is active, attach location metadata (in JSON) to
+        the operator for traceability.
+
+        Args:
+            node (torch.fx.Node): Source FX node being lowered.
+            tosa_graph: Target TOSA serializer/graph object.
+            tosa_op: TOSA operator enum value to emit.
+            inputs (List[str]): Names of input tensors.
+            outputs (List[str]): Names of output tensors.
+            attributes (Optional[Any]): Optional TOSA attribute object.
+
+        Returns:
+            None: Mutates ``tosa_graph`` in place.
+
+        """
         op_location = ts.TosaOpLocation()
         if self.debug_hook:
             debug_info = self.debug_hook.add(
@@ -77,6 +106,21 @@ def define_node(
         inputs: List[TosaArg],
         output: TosaArg,
     ) -> None:
+        """Define a TOSA operator node.
+
+        Args:
+            node (torch.fx.Node): FX node being lowered.
+            tosa_graph (serializer.tosa_serializer.TosaSerializer): Target TOSA graph.
+            inputs (List[TosaArg]): Input tensor arguments.
+            output (TosaArg): Output tensor descriptor.
+
+        Returns:
+            None: Mutates ``tosa_graph`` in place.
+
+        Raises:
+            ValueError: If input count or dtypes are invalid.
+
+        """
         raise NotImplementedError("NodeVisitor must be extended.")
 
 
@@ -88,12 +132,14 @@ def define_node(
 
 
 def register_node_visitor(visitor):
+    """Register a concrete ``NodeVisitor`` class for its TOSA specs."""
     for tosa_spec in visitor.tosa_specs:
         _node_visitor_dicts[tosa_spec][visitor.target] = visitor
     return visitor
 
 
 def get_node_visitors(*args) -> Dict[str, NodeVisitor]:
+    """Return a mapping from target names to visitor instances for a spec."""
     node_visitors = {}
     tosa_spec = None
     for arg in args: