diff --git a/src/bonsai/bonsai/bim/module/model/polyline.py b/src/bonsai/bonsai/bim/module/model/polyline.py
index 3ff5b349a5..703c25e9e4 100644
--- a/src/bonsai/bonsai/bim/module/model/polyline.py
+++ b/src/bonsai/bonsai/bim/module/model/polyline.py
@@ -239,7 +239,7 @@ def get_slab_preview_data(context, relating_type):
     bm.verts.ensure_lookup_table()
     if x_angle:
         rot_mat = Matrix.Rotation(x_angle, 3, "X")
-        if abs(x_angle) > (pi/2):
+        if abs(x_angle) > (pi / 2):
             rot_mat = rot_mat @ Matrix.Scale(-1, 3, (0, 1, 0))
         bmesh.ops.rotate(bm, cent=Vector(bm.verts[0].co), verts=bm.verts, matrix=rot_mat)
     new_faces = bmesh.ops.contextual_create(bm, geom=bm.edges)
diff --git a/src/bonsai/bonsai/bim/module/model/slab.py b/src/bonsai/bonsai/bim/module/model/slab.py
index ab9c6a8f8b..996536d8f6 100644
--- a/src/bonsai/bonsai/bim/module/model/slab.py
+++ b/src/bonsai/bonsai/bim/module/model/slab.py
@@ -313,8 +313,8 @@ class DumbSlabPlaner:
                     if layer_params["direction_sense"] == "NEGATIVE":
                         direction_ratios *= -1
                         # offset_direction *= -1
-                elif (abs(existing_x_angle )> (pi / 2) and direction_ratios.z > 0) or (
-                    abs(existing_x_angle )< (pi / 2) and direction_ratios.z < 0
+                elif (abs(existing_x_angle) > (pi / 2) and direction_ratios.z > 0) or (
+                    abs(existing_x_angle) < (pi / 2) and direction_ratios.z < 0
                 ):
                     # The extrusion direction is negative. If the layer_parameter is set to positive,
                     # then the we change the extrusion direction.
diff --git a/src/bonsai/bonsai/bim/module/model/wall.py b/src/bonsai/bonsai/bim/module/model/wall.py
index 2f0f41b24a..adf8ee9725 100644
--- a/src/bonsai/bonsai/bim/module/model/wall.py
+++ b/src/bonsai/bonsai/bim/module/model/wall.py
@@ -248,7 +248,8 @@ class ChangeExtrusionXAngle(bpy.types.Operator, tool.Ifc.Operator):
                 if tool.Model.get_usage_type(element) == "LAYER3":
                     # Reset the transformation and returns to the original points with 0 degrees
                     extrusion.SweptArea.OuterCurve.Points.CoordList = [
-                        (p[0], p[1] * abs(cos(existing_x_angle))) for p in extrusion.SweptArea.OuterCurve.Points.CoordList
+                        (p[0], p[1] * abs(cos(existing_x_angle)))
+                        for p in extrusion.SweptArea.OuterCurve.Points.CoordList
                     ]
 
                     # Apply the transformation for the new x_angle
@@ -261,7 +262,7 @@ class ChangeExtrusionXAngle(bpy.types.Operator, tool.Ifc.Operator):
                     direction_ratios = Vector((0.0, sin(x_angle), cos(x_angle)))
                     # direction_ratios = Vector(extrusion.ExtrudedDirection.DirectionRatios)
                     layer_params = tool.Model.get_material_layer_parameters(element)
-                    perpendicular_depth= layer_params["thickness"] * abs(1 / cos(x_angle)) / unit_scale
+                    perpendicular_depth = layer_params["thickness"] * abs(1 / cos(x_angle)) / unit_scale
                     perpendicular_offset = layer_params["offset"] * abs(1 / cos(x_angle)) / unit_scale
                     offset_direction = direction_ratios.copy()
 
diff --git a/src/bonsai/bonsai/tool/loader.py b/src/bonsai/bonsai/tool/loader.py
index 9bdb09dd30..45c1b8fd94 100644
--- a/src/bonsai/bonsai/tool/loader.py
+++ b/src/bonsai/bonsai/tool/loader.py
@@ -1044,7 +1044,7 @@ class Loader(bonsai.core.tool.Loader):
         prev_co = None
         co = Vector((0.0, offset, 0.0))
         # no = Vector((0.0, 1.0, 0.0))
-        no = (cls.get_extrusion_vector(element).cross(Vector([1., 0., 0.]))).normalized()
+        no = (cls.get_extrusion_vector(element).cross(Vector([1.0, 0.0, 0.0]))).normalized()
         # Cache this
         body = ifcopenshell.util.representation.get_context(tool.Ifc.get(), "Model", "Body", "MODEL_VIEW")
         styles = {}
@@ -1097,7 +1097,7 @@ class Loader(bonsai.core.tool.Loader):
             for item in ifcopenshell.util.representation.resolve_representation(body).Items:
                 if item.is_a("IfcExtrudedAreaSolid"):
                     return Vector(item.ExtrudedDirection.DirectionRatios)
-        return Vector([0., 0., 1.])
+        return Vector([0.0, 0.0, 1.0])
 
     @classmethod
     def create_mesh_from_shape(
diff --git a/src/bonsai/bonsai/tool/raycast.py b/src/bonsai/bonsai/tool/raycast.py
index 1dcefd86d2..b0c4abd4ec 100644
--- a/src/bonsai/bonsai/tool/raycast.py
+++ b/src/bonsai/bonsai/tool/raycast.py
@@ -171,7 +171,6 @@ class Raycast(bonsai.core.tool.Raycast):
                 print("empty", snap_point)
             return points
 
-
         if not custom_bmesh:
             bm = bmesh.new()
             if face is None:  # Object without faces
diff --git a/src/ifcopenshell-python/ifcopenshell/api/geometry/add_slab_representation.py b/src/ifcopenshell-python/ifcopenshell/api/geometry/add_slab_representation.py
index 6443e3a857..3ceca7094c 100644
--- a/src/ifcopenshell-python/ifcopenshell/api/geometry/add_slab_representation.py
+++ b/src/ifcopenshell-python/ifcopenshell/api/geometry/add_slab_representation.py
@@ -98,7 +98,7 @@ class Usecase:
         else:
             direction_ratios = (0.0, 0.0, 1.0)
 
-        offset_direction = direction_ratios # offset direction doesn't change if direction_sense is negative
+        offset_direction = direction_ratios  # offset direction doesn't change if direction_sense is negative
         extrusion_direction = self.file.createIfcDirection(direction_ratios)
         if self.settings["direction_sense"] == "NEGATIVE":
             direction_ratios = tuple((-n for n in direction_ratios))