diff --git a/autobot-backend/api/analytics_precommit.py b/autobot-backend/api/analytics_precommit.py
index 0c6443c71..4d336e863 100644
--- a/autobot-backend/api/analytics_precommit.py
+++ b/autobot-backend/api/analytics_precommit.py
@@ -214,7 +214,7 @@ class HookStatus(BaseModel):
         category=CheckCategory.QUALITY,
         severity=CheckSeverity.WARN,
         pattern=r"except\s*(?:\w+\s*)?:\s*(?:pass|\.\.\.)\s*$",
-        description="Empty exception handler found",
+        description="Empty exception handler found (note: may match inside multi-line strings #2911)",
         suggestion="Add proper error handling or logging",
         file_patterns=["*.py"],
     ),