diff --git a/app/context_handler.py b/app/context_handler.py
index 8afd6d8..2c5aa62 100644
--- a/app/context_handler.py
+++ b/app/context_handler.py
@@ -127,7 +127,7 @@ class ContextHandler:
         }
         
         # === LAYER 1: System Prompt (pass through unchanged) ===
-        # DO NOT truncate - preserve OpenClaw's system prompt entirely
+        # DO NOT truncate - preserve system prompt entirely
         system_content = ""
         if incoming_system:
             system_content = incoming_system.get("content", "")
diff --git a/app/proxy_handler.py b/app/proxy_handler.py
index 33bc7c3..357dd7d 100644
--- a/app/proxy_handler.py
+++ b/app/proxy_handler.py
@@ -23,7 +23,7 @@ def clean_message_content(content: str) -> str:
     if not content:
         return content
     
-    # Check for OpenJarvis/OpenClaw wrapper
+    # Check for memory context wrapper
     wrapper_match = re.search(
         r'\[Memory context\].*?- user_msg:\s*(.+?)(?:\n\n|\Z)',
         content, re.DOTALL