diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index 8acb3f66..01969a23 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -34,7 +34,7 @@ jobs:
           python${{ matrix.python-version }} -m pip install -r requirements/ubuntu-latest_py${{ matrix.python-version }}_extras.txt
           python${{ matrix.python-version }} -m pip install --upgrade pip
           python${{ matrix.python-version }} -m pip install --no-deps .[server]
-          
+
       - name: Build package
         run: python${{ matrix.python-version }} -m build
 
diff --git a/crystal_toolkit/apps/examples/tests/typing.py b/crystal_toolkit/apps/examples/tests/typing.py
index db8c0611..3baab361 100644
--- a/crystal_toolkit/apps/examples/tests/typing.py
+++ b/crystal_toolkit/apps/examples/tests/typing.py
@@ -16,42 +16,33 @@ class DashDuo(Protocol):
 
     # driver = ...  # selenium.webdriver.remote.WebDriver
 
-    def start_server(self, start_server) -> None:
-        ...
+    def start_server(self, start_server) -> None: ...
 
-    def find_element(self, selector: str) -> dash.development.base_component.Component:
-        ...
+    def find_element(
+        self, selector: str
+    ) -> dash.development.base_component.Component: ...
 
     def wait_for_text_to_equal(
         self, selector: str, text: str, timeout: int | None = None
-    ) -> None:
-        ...
+    ) -> None: ...
 
-    def get_logs(self) -> list[str]:
-        ...
+    def get_logs(self) -> list[str]: ...
 
-    def clear_storage(self) -> None:
-        ...
+    def clear_storage(self) -> None: ...
 
-    def percy_snapshot(self, name: str, wait_for_callbacks: bool = False) -> None:
-        ...
+    def percy_snapshot(self, name: str, wait_for_callbacks: bool = False) -> None: ...
 
-    def multiple_click(self, selector: str, clicks: int) -> None:
-        ...
+    def multiple_click(self, selector: str, clicks: int) -> None: ...
 
-    def wait_for_element(self, selector: str, timeout: int | None = None) -> None:
-        ...
+    def wait_for_element(self, selector: str, timeout: int | None = None) -> None: ...
 
-    def take_snapshot(self, name: str) -> None:
-        ...
+    def take_snapshot(self, name: str) -> None: ...
 
-    def wait_for_page(self, url: str | None = None, timeout: int = 10) -> None:
-        ...
+    def wait_for_page(self, url: str | None = None, timeout: int = 10) -> None: ...
 
     def find_elements(
         self, selector: str
-    ) -> list[dash.development.base_component.Component]:
-        ...
+    ) -> list[dash.development.base_component.Component]: ...
 
     def select_dcc_dropdown(
         self,
diff --git a/crystal_toolkit/components/bandstructure.py b/crystal_toolkit/components/bandstructure.py
index 7580f6e3..7aedf662 100644
--- a/crystal_toolkit/components/bandstructure.py
+++ b/crystal_toolkit/components/bandstructure.py
@@ -523,7 +523,6 @@ def get_dos_traces(
             raise PreventUpdate
 
         # Projected DOS
-        count = 0
         colors = [
             "#d62728",  # brick red
             "#2ca02c",  # cooked asparagus green
@@ -534,7 +533,7 @@ def get_dos_traces(
             "#e377c2",  # raspberry yogurt pink
         ]
 
-        for label in proj_data:
+        for count, label in enumerate(proj_data):
             if spin_polarized:
                 trace = {
                     dos_axis: -1.0
@@ -565,8 +564,6 @@ def get_dos_traces(
 
             dos_traces.append(trace)
 
-            count += 1
-
         return dos_traces
 
     @staticmethod
diff --git a/crystal_toolkit/components/phonon.py b/crystal_toolkit/components/phonon.py
index 38e75878..d3de53a3 100644
--- a/crystal_toolkit/components/phonon.py
+++ b/crystal_toolkit/components/phonon.py
@@ -174,7 +174,7 @@ def layout(self) -> html.Div:
 
     @staticmethod
     def _get_ph_bs_dos(
-        data: dict[str, Any] | None
+        data: dict[str, Any] | None,
     ) -> tuple[PhononBandStructureSymmLine, CompletePhononDos]:
         data = data or {}
 
@@ -399,7 +399,6 @@ def get_ph_dos_traces(dos: CompletePhononDos, freq_range: tuple[float, float]):
         dos_traces.append(trace_tdos)
 
         # Projected DOS
-        count = 0
         colors = [
             "#d62728",  # brick red
             "#2ca02c",  # cooked asparagus green
@@ -411,7 +410,7 @@ def get_ph_dos_traces(dos: CompletePhononDos, freq_range: tuple[float, float]):
         ]
 
         ele_dos = dos.get_element_dos()  # project DOS onto elements
-        for label in ele_dos:
+        for count, label in enumerate(ele_dos):
             spin_up_label = str(label)
 
             trace = {
@@ -426,8 +425,6 @@ def get_ph_dos_traces(dos: CompletePhononDos, freq_range: tuple[float, float]):
 
             dos_traces.append(trace)
 
-            count += 1
-
         return dos_traces
 
     @staticmethod
diff --git a/crystal_toolkit/core/jupyter.py b/crystal_toolkit/core/jupyter.py
index 88a6bd17..f799a7a9 100644
--- a/crystal_toolkit/core/jupyter.py
+++ b/crystal_toolkit/core/jupyter.py
@@ -31,12 +31,10 @@ class _JupyterRenderer:
 
     @staticmethod
     def _find_available_port():
-        """
-        Find an available port.
+        """Find an available port.
 
         Thank you Mihai Capotă, https://stackoverflow.com/a/61685162
         """
-
         import socketserver
 
         with socketserver.TCPServer(("localhost", 0), None) as s:
@@ -46,10 +44,7 @@ def _find_available_port():
     # check docs about proxy settings
 
     def run(self, layout):
-        """
-        Run Dash app.
-        """
-
+        """Run Dash app."""
         app = Dash(plugins=[CrystalToolkitPlugin(layout=layout)])
 
         port = SETTINGS.JUPYTER_EMBED_PORT or self._find_available_port()
@@ -63,10 +58,7 @@ def run(self, layout):
             app.run(port=free_port, jupyter_mode=SETTINGS.JUPYTER_EMBED_MODE)
 
     def display(self, obj):
-        """
-        Display a provided object.
-        """
-
+        """Display a provided object."""
         for kls, component in self.registry.items():
             if isinstance(obj, kls):
                 layout = ctl.Block(
@@ -79,25 +71,19 @@ def display(self, obj):
 
 
 def _to_plotly_json(self):
-    """
-    Patch to ensure MSONable objects can be serialized into JSON by plotly tools.
-    """
+    """Patch to ensure MSONable objects can be serialized into JSON by plotly tools."""
     return self.as_dict()
 
 
 def _display_json(self, **kwargs):
-    """
-    Display JSON representation of an MSONable object inside Jupyter.
-    """
+    """Display JSON representation of an MSONable object inside Jupyter."""
     from IPython.display import JSON
 
     JSON(self.as_dict(), **kwargs)
 
 
 def _repr_mimebundle_(self, include=None, exclude=None):
-    """
-    Method used by Jupyter. A default for MSONable objects to return JSON representation.
-    """
+    """Method used by Jupyter. A default for MSONable objects to return JSON representation."""
     return {
         "application/json": self.as_dict(),
         "text/plain": repr(self),
@@ -105,9 +91,7 @@ def _repr_mimebundle_(self, include=None, exclude=None):
 
 
 def _ipython_display_(self):
-    """
-    Display MSONable objects using a Crystal Toolkit component, if available.
-    """
+    """Display MSONable objects using a Crystal Toolkit component, if available."""
     from IPython.display import publish_display_data
 
     if any(isinstance(self, x) for x in _JupyterRenderer.registry):
@@ -140,11 +124,9 @@ def _ipython_display_(self):
 
 
 def patch_msonable():
-    """
-    Patch MSONable to allow MSONable objects to render in Jupyter
+    """Patch MSONable to allow MSONable objects to render in Jupyter
     environments using Crystal Toolkit components.
     """
-
     from monty.json import MSONable
 
     MSONable.to_plotly_json = _to_plotly_json
diff --git a/crystal_toolkit/core/mpcomponent.py b/crystal_toolkit/core/mpcomponent.py
index 34351cf3..80878543 100644
--- a/crystal_toolkit/core/mpcomponent.py
+++ b/crystal_toolkit/core/mpcomponent.py
@@ -32,7 +32,7 @@
 CT_NAMESPACE = "CT"
 
 
-class MPComponent(ABC):
+class MPComponent(ABC):  # noqa: B024
     """The abstract base class for an MPComponent.
 
     MPComponent is designed to help render an MSONable object.
diff --git a/crystal_toolkit/core/plugin.py b/crystal_toolkit/core/plugin.py
index fb4722ef..6b8fdae9 100644
--- a/crystal_toolkit/core/plugin.py
+++ b/crystal_toolkit/core/plugin.py
@@ -11,8 +11,7 @@
 
 
 class CrystalToolkitPlugin:
-    """
-    Enables Crystal Toolkit components to work with your Dash app.
+    """Enables Crystal Toolkit components to work with your Dash app.
 
     This is a replacement for the previous `register_crystal_toolkit`
     function, to instead use Dash's native plugin system.
@@ -27,8 +26,7 @@ class CrystalToolkitPlugin:
     def __init__(
         self, layout, cache: Cache | None = None, use_default_css=True
     ) -> None:
-        """
-        Provide your initial app layout.
+        """Provide your initial app layout.
 
         Provide a cache to improve performance. If running
         in debug mode, the cache will be automatically disabled. If
@@ -51,9 +49,7 @@ def __init__(
         self.use_default_css = use_default_css
 
     def plug(self, app: Dash):
-        """
-        Initialize Crystal Toolkit plugin for the specified Dash app.
-        """
+        """Initialize Crystal Toolkit plugin for the specified Dash app."""
         self.app = app
         self.cache.init_app(app.server)
 
@@ -83,15 +79,13 @@ def plug(self, app: Dash):
                 app.config.external_stylesheets.append(font_awesome_css)
 
     def crystal_toolkit_layout(self, layout) -> html.Div:
-        """
-        Crystal Toolkit currently requires a set of dcc.Store components
+        """Crystal Toolkit currently requires a set of dcc.Store components
         to be added to the layout in order to function.
 
         Eventually, it is hoped to remove the need for this method through
         use of All-in-One components. All-in-One components were not yet
         available when Crystal Toolkit was first developed.
         """
-
         from crystal_toolkit.core.mpcomponent import MPComponent
 
         # Crystal Toolkit has not been tested with dynamic layouts
diff --git a/crystal_toolkit/defaults.py b/crystal_toolkit/defaults.py
index 94c09f88..1c9fa01d 100644
--- a/crystal_toolkit/defaults.py
+++ b/crystal_toolkit/defaults.py
@@ -1,4 +1,5 @@
 """Populate the default values from the JSON file."""
+
 from __future__ import annotations
 
 import json
diff --git a/crystal_toolkit/helpers/asymptote_renderer.py b/crystal_toolkit/helpers/asymptote_renderer.py
index a52a89e8..19908b80 100644
--- a/crystal_toolkit/helpers/asymptote_renderer.py
+++ b/crystal_toolkit/helpers/asymptote_renderer.py
@@ -5,6 +5,7 @@
 TODO The code should also append a set of special points at the end in case the user wants to add
 more "hand drawn" features to the plot.
 """
+
 from __future__ import annotations
 
 import logging
diff --git a/crystal_toolkit/helpers/layouts.py b/crystal_toolkit/helpers/layouts.py
index ffea4e7d..c9d7058b 100644
--- a/crystal_toolkit/helpers/layouts.py
+++ b/crystal_toolkit/helpers/layouts.py
@@ -1,5 +1,4 @@
-"""
-Helper methods to make working with Bulma classes easier. This file incorporates
+"""Helper methods to make working with Bulma classes easier. This file incorporates
 language from the Bulma documentation. See https://github.com/jgthms/bulma/blob/master/LICENSE
 """
 
@@ -64,8 +63,7 @@ def __init__(
         grouped_multiline: bool = False,
         **kwargs,
     ) -> None:
-        """
-        When combining several controls in a form, use the field class as a container, to keep the spacing consistent.
+        """When combining several controls in a form, use the field class as a container, to keep the spacing consistent.
 
         See https://bulma.io/documentation/form/general/
         """
@@ -84,8 +82,7 @@ def __init__(
 
 class Control(html.Div):
     def __init__(self, *args, **kwargs) -> None:
-        """
-        To maintain an evenly balanced design, Bulma provides a very useful control container with which you can wrap the form controls.
+        """To maintain an evenly balanced design, Bulma provides a very useful control container with which you can wrap the form controls.
 
         See https://bulma.io/documentation/form/general/
         """
@@ -103,12 +100,10 @@ def __init__(
         rounded: bool = False,
         **kwargs,
     ) -> None:
-        """
-        A dcc.Input with Bulma styles attached.
+        """A dcc.Input with Bulma styles attached.
 
         See https://bulma.io/documentation/form/input/
         """
-
         _update_css_class(kwargs, "input")
         _update_css_class(kwargs, f"is-{color}", color)
         _update_css_class(kwargs, f"is-{size}", size)
@@ -126,8 +121,7 @@ def __init__(
         fixed_size: bool = False,
         **kwargs,
     ) -> None:
-        """
-        A dcc.Textarea with Bulma styles attached.
+        """A dcc.Textarea with Bulma styles attached.
 
         See https://bulma.io/documentation/form/textarea/
         """
@@ -170,8 +164,7 @@ def __init__(
         placeholder: str | None = None,
         **kwargs,
     ) -> None:
-        """
-        Returns a dcc.Upload with Bulma styling.
+        """Returns a dcc.Upload with Bulma styling.
 
         See https://bulma.io/documentation/form/file/
         """
@@ -218,8 +211,7 @@ def __init__(self, *args, **kwargs) -> None:
 
 
 class Block(html.Div):
-    """
-    The block element is a simple spacer tool. It allows sibling HTML elements to have a consistent margin between them.
+    """The block element is a simple spacer tool. It allows sibling HTML elements to have a consistent margin between them.
 
     See https://bulma.io/documentation/elements/block/
     """
@@ -231,8 +223,7 @@ def __init__(self, *args, **kwargs) -> None:
 
 class Box(html.Div):
     def __init__(self, *args, **kwargs) -> None:
-        """
-        The box element is a simple container with a white background, some padding, and a box shadow.
+        """The box element is a simple container with a white background, some padding, and a box shadow.
 
         See https://bulma.io/documentation/elements/box/
         """
@@ -256,8 +247,7 @@ def __init__(
         disabled: bool = False,
         **kwargs,
     ) -> None:
-        """
-        The button is an essential element of any design. It's meant to look and behave as an interactive element of your page.
+        """The button is an essential element of any design. It's meant to look and behave as an interactive element of your page.
 
         See https://bulma.io/documentation/elements/button/
         """
@@ -277,8 +267,7 @@ def __init__(
 
 class Content(html.Div):
     def __init__(self, *args, **kwargs) -> None:
-        """
-        A single class to handle WYSIWYG generated content, where only HTML tags are available.
+        """A single class to handle WYSIWYG generated content, where only HTML tags are available.
 
         It is useful to use Content around a Markdown component.
 
@@ -295,8 +284,7 @@ def __init__(
         size: Literal["small", "normal", "medium", "large"] | None,
         **kwargs,
     ) -> None:
-        """
-        A versatile delete cross.
+        """A versatile delete cross.
 
         See https://bulma.io/documentation/elements/delete/
         """
@@ -413,8 +401,7 @@ def __init__(
         light: bool = False,
         **kwargs,
     ) -> None:
-        """
-        The notification is a simple colored block meant to draw the attention to the user about something.
+        """The notification is a simple colored block meant to draw the attention to the user about something.
 
         See https://bulma.io/documentation/elements/notification/
         """
@@ -426,9 +413,7 @@ def __init__(
 
 class Error(Notification):
     def __init__(self, *args, **kwargs) -> None:
-        """
-        A Notification for errors.
-        """
+        """A Notification for errors."""
         super().__init__(*args, color="danger", **kwargs)
 
 
@@ -443,8 +428,7 @@ def __init__(
         max: int | None = None,
         **kwargs,
     ) -> None:
-        """
-        Native HTML progress bars.
+        """Native HTML progress bars.
 
         See https://bulma.io/documentation/elements/progress/
         """
@@ -471,8 +455,7 @@ def __init__(
         fullwidth: bool = False,
         **kwargs,
     ) -> None:
-        """
-        A simple Table element.
+        """A simple Table element.
 
         See https://bulma.io/documentation/elements/table/
 
@@ -497,9 +480,7 @@ def __init__(
         super().__init__(*args, **kwargs)
 
     def with_container(self, **kwargs) -> html.Div:
-        """
-        Add a container to make the Table scrollable.
-        """
+        """Add a container to make the Table scrollable."""
         _update_css_class(kwargs, "table-container")
         return html.Div(children=[self], **kwargs)
 
@@ -517,8 +498,7 @@ def __init__(
         span_kwargs: dict | None = None,
         **kwargs,
     ) -> None:
-        """
-        A tag element.
+        """A tag element.
 
         See https://bulma.io/documentation/elements/tag/
 
@@ -561,8 +541,7 @@ class TagContainer(Field):
     def __init__(
         self, tags: list[Tag], grouped=True, grouped_multiline=True, **kwargs
     ) -> None:
-        """
-        Contain a list of tags and keep them evenly spaced.
+        """Contain a list of tags and keep them evenly spaced.
 
         See https://bulma.io/documentation/elements/tag/
         """
@@ -582,8 +561,7 @@ class H1(html.H1):
     def __init__(
         self, *args, subtitle: bool = False, spaced: bool = False, **kwargs
     ) -> None:
-        """
-        H1 heading.
+        """H1 heading.
 
         See https://bulma.io/documentation/elements/title/
         """
@@ -599,8 +577,7 @@ class H2(html.H2):
     def __init__(
         self, *args, subtitle: bool = False, spaced: bool = False, **kwargs
     ) -> None:
-        """
-        H2 heading.
+        """H2 heading.
 
         See https://bulma.io/documentation/elements/title/
         """
@@ -616,8 +593,7 @@ class H3(html.H3):
     def __init__(
         self, *args, subtitle: bool = False, spaced: bool = False, **kwargs
     ) -> None:
-        """
-        H3 heading.
+        """H3 heading.
 
         See https://bulma.io/documentation/elements/title/
         """
@@ -633,8 +609,7 @@ class H4(html.H4):
     def __init__(
         self, *args, subtitle: bool = False, spaced: bool = False, **kwargs
     ) -> None:
-        """
-        H4 heading.
+        """H4 heading.
 
         See https://bulma.io/documentation/elements/title/
         """
@@ -650,8 +625,7 @@ class H5(html.H5):
     def __init__(
         self, *args, subtitle: bool = False, spaced: bool = False, **kwargs
     ) -> None:
-        """
-        H5 heading.
+        """H5 heading.
 
         See https://bulma.io/documentation/elements/title/
         """
@@ -667,8 +641,7 @@ class H6(html.H6):
     def __init__(
         self, *args, subtitle: bool = False, spaced: bool = False, **kwargs
     ) -> None:
-        """
-        H6 heading.
+        """H6 heading.
 
         See https://bulma.io/documentation/elements/title/
         """
@@ -693,8 +666,7 @@ def __init__(
         size: Literal["small", "medium", "large"] | None = None,
         **kwargs,
     ) -> None:
-        """
-        Breadcrumb navigation. Supply a list of tuples of display
+        """Breadcrumb navigation. Supply a list of tuples of display
         name (string or any Component) and link (string) to construct the breadcrumb navigation.
 
         See https://bulma.io/documentation/components/breadcrumb/
@@ -722,8 +694,7 @@ def __init__(
 
 class Card(html.Div):
     def __init__(self, *args, **kwargs) -> None:
-        """
-        Card container.
+        """Card container.
 
         See https://bulma.io/documentation/components/card/
         """
@@ -733,8 +704,7 @@ def __init__(self, *args, **kwargs) -> None:
 
 class CardHeader(html.Header):
     def __init__(self, *args, **kwargs) -> None:
-        """
-        Card header.
+        """Card header.
 
         See https://bulma.io/documentation/components/card/
         """
@@ -744,8 +714,7 @@ def __init__(self, *args, **kwargs) -> None:
 
 class CardImage(html.Div):
     def __init__(self, *args, **kwargs) -> None:
-        """
-        Card image. Provide a ctl.Image() as child.
+        """Card image. Provide a ctl.Image() as child.
 
         See https://bulma.io/documentation/components/card/
         """
@@ -755,8 +724,7 @@ def __init__(self, *args, **kwargs) -> None:
 
 class CardContent(html.Div):
     def __init__(self, *args, **kwargs) -> None:
-        """
-        Card content.
+        """Card content.
 
         See https://bulma.io/documentation/components/card/
         """
@@ -766,8 +734,7 @@ def __init__(self, *args, **kwargs) -> None:
 
 class CardFooter(html.Footer):
     def __init__(self, *args, **kwargs) -> None:
-        """
-        Card footer. Provide a list of ctl.CardFooterItem() as children.
+        """Card footer. Provide a list of ctl.CardFooterItem() as children.
 
         See https://bulma.io/documentation/components/card/
         """
@@ -777,8 +744,7 @@ def __init__(self, *args, **kwargs) -> None:
 
 class CardFooterItem(html.A):
     def __init__(self, *args, **kwargs) -> None:
-        """
-        Card footer item.
+        """Card footer item.
 
         See https://bulma.io/documentation/components/card/
         """
@@ -857,8 +823,7 @@ def __init__(self, *args, **kwargs) -> None:
 
 class Pagination(html.Nav):
     def __init__(self, *args, **kwargs) -> None:
-        """
-        Pagination container.
+        """Pagination container.
 
         See https://bulma.io/documentation/components/pagination/
         """
@@ -868,8 +833,7 @@ def __init__(self, *args, **kwargs) -> None:
 
 class PaginationPrevious(html.A):
     def __init__(self, *args, **kwargs) -> None:
-        """
-        Pagination previous button.
+        """Pagination previous button.
 
         See https://bulma.io/documentation/components/pagination/
         """
@@ -879,8 +843,7 @@ def __init__(self, *args, **kwargs) -> None:
 
 class PaginationNext(html.A):
     def __init__(self, *args, **kwargs) -> None:
-        """
-        Pagination next button.
+        """Pagination next button.
 
         See https://bulma.io/documentation/components/pagination/
         """
@@ -890,8 +853,7 @@ def __init__(self, *args, **kwargs) -> None:
 
 class PaginationList(html.Ul):
     def __init__(self, *args, **kwargs) -> None:
-        """
-        Pagination list container. Provide list of ctl.PaginationLink as children.
+        """Pagination list container. Provide list of ctl.PaginationLink as children.
 
         See https://bulma.io/documentation/components/pagination/
         """
@@ -901,8 +863,7 @@ def __init__(self, *args, **kwargs) -> None:
 
 class PaginationLink(html.Li):
     def __init__(self, *args, current: bool, **kwargs) -> None:
-        """
-        Pagination link. Keyword arguments passed to html.A element.
+        """Pagination link. Keyword arguments passed to html.A element.
 
         See https://bulma.io/documentation/components/pagination/
         """
@@ -913,8 +874,7 @@ def __init__(self, *args, current: bool, **kwargs) -> None:
 
 class PaginationEllipsis(html.Li):
     def __init__(self, **kwargs) -> None:
-        """
-        Pagination link. Keyword arguments passed to html.Span element.
+        """Pagination link. Keyword arguments passed to html.Span element.
 
         See https://bulma.io/documentation/components/pagination/
         """
@@ -969,8 +929,7 @@ def __init__(
         mobile: bool = False,
         **kwargs,
     ) -> None:
-        """
-        A multi-purpose horizontal level, which can contain almost any other element.
+        """A multi-purpose horizontal level, which can contain almost any other element.
 
         Use either ctl.LevelLeft, ctl.LevelRight or ctl.LevelItem as children.
 
@@ -987,8 +946,7 @@ def __init__(
         *args,
         **kwargs,
     ) -> None:
-        """
-        Use with ctl.Level.
+        """Use with ctl.Level.
 
         See https://bulma.io/documentation/layout/level/
         """
@@ -1002,8 +960,7 @@ def __init__(
         *args,
         **kwargs,
     ) -> None:
-        """
-        Use with ctl.Level.
+        """Use with ctl.Level.
 
         See https://bulma.io/documentation/layout/level/
         """
@@ -1018,8 +975,7 @@ def __init__(
         centered: bool = False,
         **kwargs,
     ) -> None:
-        """
-        Use with ctl.Level.
+        """Use with ctl.Level.
 
         See https://bulma.io/documentation/layout/level/
         """
@@ -1043,8 +999,7 @@ def __init__(
         | None = None,
         **kwargs,
     ) -> None:
-        """
-        Hero element. Provide a ctl.HeroBody() as child and, if using "fullheight", a
+        """Hero element. Provide a ctl.HeroBody() as child and, if using "fullheight", a
         ctl.HeroHead() and ctl.HeroFoot().
 
         See https://bulma.io/documentation/layout/hero/
@@ -1057,8 +1012,7 @@ def __init__(
 
 class HeroBody(html.Div):
     def __init__(self, *args, **kwargs) -> None:
-        """
-        Use with ctl.Hero.
+        """Use with ctl.Hero.
 
         See https://bulma.io/documentation/layout/hero/
         """
@@ -1068,8 +1022,7 @@ def __init__(self, *args, **kwargs) -> None:
 
 class HeroHead(html.Div):
     def __init__(self, *args, **kwargs) -> None:
-        """
-        Use with "fullheight" ctl.Hero.
+        """Use with "fullheight" ctl.Hero.
 
         See https://bulma.io/documentation/layout/hero/
         """
@@ -1079,8 +1032,7 @@ def __init__(self, *args, **kwargs) -> None:
 
 class HeroFoot(html.Div):
     def __init__(self, *args, **kwargs) -> None:
-        """
-        Use with "fullheight" ctl.Hero.
+        """Use with "fullheight" ctl.Hero.
 
         See https://bulma.io/documentation/layout/hero/
         """
@@ -1092,8 +1044,7 @@ class Section(html.Section):
     def __init__(
         self, *args, size: Literal["medium", "large"] | None = None, **kwargs
     ) -> None:
-        """
-        Section.
+        """Section.
 
         See https://bulma.io/documentation/layout/section/
         """
@@ -1104,8 +1055,7 @@ def __init__(
 
 class Footer(html.Footer):
     def __init__(self, *args, **kwargs) -> None:
-        """
-        Footer.
+        """Footer.
 
         See https://bulma.io/documentation/layout/footer/
         """
@@ -1122,8 +1072,7 @@ def __init__(
         size: Literal[1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12] | None,
         **kwargs,
     ) -> None:
-        """
-        A single tile element to build 2-dimensional grids.
+        """A single tile element to build 2-dimensional grids.
 
         See https://bulma.io/documentation/layout/tiles/
         """
@@ -1256,8 +1205,7 @@ def cite_me(
 
 class Loading(dcc.Loading):
     def __init__(self, *args, **kwargs) -> None:
-        """
-        A wrapper around dcc.Loading that uses PRIMARY_COLOR and DEBUG_MODE from
+        """A wrapper around dcc.Loading that uses PRIMARY_COLOR and DEBUG_MODE from
         Crystal Toolkit settings.
         """
         if "type" not in kwargs:
@@ -1281,8 +1229,7 @@ def __init__(self, *args, **kwargs) -> None:
 
 
 def get_table(rows: list[list[Any]], header: list[str] | None = None) -> html.Table:
-    """
-    Deprecated. Prefer ctl.Table class instead.
+    """Deprecated. Prefer ctl.Table class instead.
 
     Create a HTML table from a list of elements.
 
@@ -1304,8 +1251,7 @@ def get_tooltip(
     wrapper_class: str | None = None,
     **kwargs,
 ):
-    """
-    Deprecated. Prefer alternative dcc.Tooltip component instead.
+    """Deprecated. Prefer alternative dcc.Tooltip component instead.
 
     Uses the tooltip component from dash-mp-components to add a tooltip, typically for help text.
     This component uses react-tooltip under the hood.
@@ -1336,8 +1282,7 @@ def get_tooltip(
 
 
 def get_breadcrumb(parts):
-    """
-    Deprecated, prefer the ctl.Breadcrumb class instead, which is a drop-in replacement.
+    """Deprecated, prefer the ctl.Breadcrumb class instead, which is a drop-in replacement.
 
     Create a breadcrumb navigation bar.
 
@@ -1362,9 +1307,7 @@ def get_breadcrumb(parts):
 
 class Spinner(html.Button):
     def __init__(self, *args, **kwargs) -> None:
-        """
-        Deprecated, prefer ctl.Button class instead with loading=True keyword argument.
-        """
+        """Deprecated, prefer ctl.Button class instead with loading=True keyword argument."""
         _update_css_class(kwargs, "button is-primary is-loading")
         kwargs["style"] = {"width": "35px", "height": "35px", "borderRadius": "35px"}
         kwargs["aria-label"] = "Loading"
diff --git a/crystal_toolkit/helpers/povray_renderer.py b/crystal_toolkit/helpers/povray_renderer.py
index 74bce80c..8eb86dc2 100644
--- a/crystal_toolkit/helpers/povray_renderer.py
+++ b/crystal_toolkit/helpers/povray_renderer.py
@@ -2,6 +2,7 @@
 
 For creating publication quality plots.
 """
+
 from __future__ import annotations
 
 from jinja2 import Environment