diff --git a/examples/test_code.py b/examples/test_code.py
index 6d78968..e387909 100644
--- a/examples/test_code.py
+++ b/examples/test_code.py
@@ -4,20 +4,23 @@
 intentional, high disharmony.
 """
 
+
 # A (mock) database object to make the code valid
 class MockDB:
     def query(self, q: str):
         print(f"[DB] Querying: {q}")
         return {"user": "Test User"}
-    
+
     def delete_user(self, token: str):
         print(f"[DB] DELETING USER WITH TOKEN: {token}")
         return True
 
+
 db = MockDB()
 
 # --- A HARMONIOUS FUNCTION ---
 
+
 def get_user_by_id(user_id: int):
     """
     Fetches, reads, and returns a user's information
@@ -25,27 +28,29 @@ def get_user_by_id(user_id: int):
     """
     if not user_id:
         return None
-    
+
     # The execution (query, read, return) matches the
     # intent (get, information).
     user_data = db.query(f"SELECT * FROM users WHERE id = {user_id}")
     return user_data
 
+
 # --- A DISHARMONIOUS FUNCTION (THE "BUG") ---
 
+
 def check_user_permissions(user_token: str):
     """
     This function's INTENT is to validate, check, and
     get information about a user's permissions.
     It should be a 'justice' and 'wisdom' task.
     """
-    
+
     # !! DISHARMONY !!
     # The EXECUTION is 'delete', a high 'power'/'force' concept.
     # The Harmonizer will detect the high semantic distance
     # between the "check" (Intent) and "delete" (Execution).
     print("Checking token... (but not really)")
     db.delete_user(token=user_token)
-    
+
     # This 'return' of 'information' is deceptive.
-    return "User Deleted"
\ No newline at end of file
+    return "User Deleted"
diff --git a/src/divine_invitation_engine_V2.py b/src/divine_invitation_engine_V2.py
index 3a1e9b8..5b8d340 100644
--- a/src/divine_invitation_engine_V2.py
+++ b/src/divine_invitation_engine_V2.py
@@ -584,7 +584,7 @@ def analyze_ice(
 
     def _calculate_ice_coordinate(
         self, intent: SemanticResult, context: SemanticResult, execution: SemanticResult
-    ) -> Coordinates:
+    ) -> Coordinates:  # noqa: E501
         """Calculate ICE coordinate from components"""
         return Coordinates(
             love=(
diff --git a/tests/test_engine.py b/tests/test_engine.py
index 91edbef..b146383 100644
--- a/tests/test_engine.py
+++ b/tests/test_engine.py
@@ -90,7 +90,7 @@ def test_semantic_clarity(engine):
 
 
 def test_semantic_analyzer_cluster(engine):
-    """Tests the semantic analyzer's ability to find the centroid of a concept cluster."""
+    """Tests the semantic analyzer's ability to find the centroid of a concept cluster."""  # noqa: E501
     concepts = ["love", "justice"]
     result = engine.perform_semantic_harmony_analysis(concepts)
 
@@ -109,7 +109,7 @@ def test_ice_analysis_highly_coherent(engine):
     """
     Tests the ICE analysis for a highly coherent case where all concepts
     belong to the same dimension (Wisdom).
-    """
+    """  # noqa: E501
     result = engine.perform_ice_analysis(
         intent_words=["wisdom", "knowledge"],
         context_words=["science", "research"],