diff --git a/markata/cli/didyoumean.py b/markata/cli/didyoumean.py
index 382e7fd7c..25892c748 100644
--- a/markata/cli/didyoumean.py
+++ b/markata/cli/didyoumean.py
@@ -1,3 +1,3 @@
-'''
+"""
 dummy didyoumean page for testing didyoumean suggestions
-'''
\ No newline at end of file
+"""
diff --git a/markata/plugins/copy_assets.py b/markata/plugins/copy_assets.py
index 92e015bf5..336a5b7df 100644
--- a/markata/plugins/copy_assets.py
+++ b/markata/plugins/copy_assets.py
@@ -31,7 +31,7 @@
 ```toml
 [markata]
 # Directory containing your static assets
-assets_dir = "assets"  
+assets_dir = "assets"
 
 # Directory where assets will be copied
 output_dir = "markout"
diff --git a/markata/plugins/flat_slug.py b/markata/plugins/flat_slug.py
index 827904ad7..15ebf3ee8 100644
--- a/markata/plugins/flat_slug.py
+++ b/markata/plugins/flat_slug.py
@@ -5,7 +5,7 @@
 
 # Installation
 
-This plugin is built-in and enabled by default through the 'default' plugin. 
+This plugin is built-in and enabled by default through the 'default' plugin.
 If you want to be explicit, you can add it to your list of plugins:
 
 ```toml
@@ -55,7 +55,7 @@
 
 ## Automatic Slug Based on Filename
 
-By default the flat_slug plugin will use the `stem` of your filename (filename without 
+By default the flat_slug plugin will use the `stem` of your filename (filename without
 extension) unless you explicitly set your slug in frontmatter.
 
 Examples:
diff --git a/markata/plugins/generator.py b/markata/plugins/generator.py
index 4afbd9e27..0b1535885 100644
--- a/markata/plugins/generator.py
+++ b/markata/plugins/generator.py
@@ -59,6 +59,7 @@
 def render(markata: Markata) -> None:
     should_prettify = markata.config.prettify_html
     for article in markata.iter_articles("add ssg tag"):
+
         def process_html(html_content):
             soup = BeautifulSoup(html_content, features="lxml")
             tag = soup.new_tag("meta")
@@ -74,6 +75,5 @@ def process_html(html_content):
             article.html = process_html(article.html)
         elif isinstance(article.html, dict):
             article.html = {
-                slug: process_html(html)
-                for slug, html in article.html.items()
+                slug: process_html(html) for slug, html in article.html.items()
             }
diff --git a/markata/plugins/heading_link.py b/markata/plugins/heading_link.py
index 98e3f8f49..c48eb9274 100644
--- a/markata/plugins/heading_link.py
+++ b/markata/plugins/heading_link.py
@@ -108,7 +108,7 @@ def post_render(markata: Markata) -> None:
                 article.html = link_headings(article)
             elif isinstance(article.html, dict):
                 article.html = {
-                    slug: link_headings(type('Post', (), {'html': html}))
+                    slug: link_headings(type("Post", (), {"html": html}))
                     for slug, html in article.html.items()
                 }
 
diff --git a/markata/plugins/load.py b/markata/plugins/load.py
index 3f411f993..d213e9f07 100644
--- a/markata/plugins/load.py
+++ b/markata/plugins/load.py
@@ -1,11 +1,11 @@
 """
 The `markata.plugins.load` plugin is responsible for loading and parsing markdown files
-with frontmatter into Post objects. It provides parallel loading capabilities and 
+with frontmatter into Post objects. It provides parallel loading capabilities and
 handles both modern Pydantic-based and legacy frontmatter validation.
 
 # Installation
 
-This plugin is built-in and enabled by default through the 'default' plugin. 
+This plugin is built-in and enabled by default through the 'default' plugin.
 If you want to be explicit, you can add it to your list of plugins:
 
 ```toml
diff --git a/markata/plugins/publish_html.py b/markata/plugins/publish_html.py
index 87184c7ac..51461982b 100644
--- a/markata/plugins/publish_html.py
+++ b/markata/plugins/publish_html.py
@@ -96,7 +96,7 @@
 """
 
 from pathlib import Path
-from typing import Any, Dict, Optional, TYPE_CHECKING, Union
+from typing import Any, Optional, TYPE_CHECKING, Union
 
 import pydantic
 from pydantic import ConfigDict, Field, field_validator
diff --git a/markata/plugins/rss.py b/markata/plugins/rss.py
index 70c67cd10..46942c9bc 100644
--- a/markata/plugins/rss.py
+++ b/markata/plugins/rss.py
@@ -150,7 +150,7 @@ def render(markata: "MarkataRss") -> None:
         article_html = article.article_html
         if isinstance(article_html, dict):
             # Try to get the 'index' HTML content first
-            article_html = article_html.get('index')
+            article_html = article_html.get("index")
             if article_html is None:
                 # Fall back to the first available HTML content
                 article_html = next(iter(article_html.values()))