diff --git a/capa/features/extractors/vmray/__init__.py b/capa/features/extractors/vmray/__init__.py
index 8fbfa915..35c9c0fc 100644
--- a/capa/features/extractors/vmray/__init__.py
+++ b/capa/features/extractors/vmray/__init__.py
@@ -59,7 +59,7 @@ class VMRayAnalysis:
                 self.exports[export.address] = export.api.name
 
     def _compute_imports(self):
-        # TODO (meh)
+        # TODO (meh): https://github.com/mandiant/capa/issues/2148
         ...
 
     def _compute_sections(self):
diff --git a/capa/features/extractors/vmray/call.py b/capa/features/extractors/vmray/call.py
index c5f8d446..a653e660 100644
--- a/capa/features/extractors/vmray/call.py
+++ b/capa/features/extractors/vmray/call.py
@@ -1,3 +1,10 @@
+# Copyright (C) 2024 Mandiant, Inc. All Rights Reserved.
+# Licensed under the Apache License, Version 2.0 (the "License");
+#  you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at: [package root]/LICENSE.txt
+# Unless required by applicable law or agreed to in writing, software distributed under the License
+#  is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and limitations under the License.
 import logging
 from typing import Tuple, Iterator
 
@@ -21,7 +28,7 @@ def extract_call_features(ph: ProcessHandle, th: ThreadHandle, ch: CallHandle) -
       yields: Feature, address; where Feature is either: API, Number, or String.
     """
 
-    # TODO update for new models
+    # TODO (meh): update for new models https://github.com/mandiant/capa/issues/2148
     # print(ch)
     return
 
diff --git a/capa/features/extractors/vmray/extractor.py b/capa/features/extractors/vmray/extractor.py
index 5ddb3714..236ed945 100644
--- a/capa/features/extractors/vmray/extractor.py
+++ b/capa/features/extractors/vmray/extractor.py
@@ -59,7 +59,7 @@ class VMRayExtractor(DynamicFeatureExtractor):
         yield from capa.features.extractors.vmray.file.get_processes(self.analysis)
 
     def extract_process_features(self, ph: ProcessHandle) -> Iterator[Tuple[Feature, Address]]:
-        # TODO (meh)
+        # TODO (meh): https://github.com/mandiant/capa/issues/2148
         yield from []
 
     def get_process_name(self, ph) -> str:
@@ -89,7 +89,7 @@ class VMRayExtractor(DynamicFeatureExtractor):
         yield from capa.features.extractors.vmray.call.extract_features(ph, th, ch)
 
     def get_call_name(self, ph, th, ch) -> str:
-        # TODO (meh)
+        # TODO (meh): https://github.com/mandiant/capa/issues/2148
         raise NotImplementedError()
 
     @classmethod
diff --git a/capa/features/extractors/vmray/file.py b/capa/features/extractors/vmray/file.py
index 2b26f7d6..45b0d0af 100644
--- a/capa/features/extractors/vmray/file.py
+++ b/capa/features/extractors/vmray/file.py
@@ -22,7 +22,7 @@ def get_processes(analysis: VMRayAnalysis) -> Iterator[ProcessHandle]:
     processes: Dict[str, Process] = analysis.sv2.processes
 
     for _, process in processes.items():
-        # TODO (meh) should we use the OS process ID or vmray-assigned ID?
+        # TODO (meh): should we use the OS process ID or vmray-assigned ID? https://github.com/mandiant/capa/issues/2148
         pid = process.monitor_id
         ppid = processes[process.ref_parent_process.path[1]].monitor_id if process.ref_parent_process else 0
 
@@ -36,7 +36,7 @@ def extract_export_names(analysis: VMRayAnalysis) -> Iterator[Tuple[Feature, Add
 
 
 def extract_import_names(analysis: VMRayAnalysis) -> Iterator[Tuple[Feature, Address]]:
-    # TODO (meh)
+    # TODO (meh): https://github.com/mandiant/capa/issues/2148
     yield from []
 
 
diff --git a/capa/features/extractors/vmray/models.py b/capa/features/extractors/vmray/models.py
index 5e0ddd48..22db5a1d 100644
--- a/capa/features/extractors/vmray/models.py
+++ b/capa/features/extractors/vmray/models.py
@@ -11,7 +11,7 @@ from typing import Dict, List, Optional
 from pydantic import Field, BaseModel
 
 
-### models flog.xml files
+# models flog.xml files
 class FunctionCall(BaseModel):
     ts: str
     fncall_id: str
@@ -42,7 +42,7 @@ class Flog(BaseModel):
     analysis: Analysis
 
 
-### models for summary_v2.json files
+# models for summary_v2.json files
 class GenericReference(BaseModel):
     path: List[str]
     source: str
diff --git a/scripts/show-features.py b/scripts/show-features.py
index b46432db..6cfb100e 100644
--- a/scripts/show-features.py
+++ b/scripts/show-features.py
@@ -229,7 +229,7 @@ def print_dynamic_features(processes, extractor: DynamicFeatureExtractor):
     for p in processes:
         print(f"proc: {extractor.get_process_name(p)} (ppid={p.address.ppid}, pid={p.address.pid})")
 
-        for feature, addr in extractor.extract_process_features(p):
+        for feature, _ in extractor.extract_process_features(p):
             if is_global_feature(feature):
                 continue