diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index da26d45..a1a0d47 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -14,7 +14,7 @@ repos:
       - id: check-toml
   # Python
   - repo: https://github.com/astral-sh/ruff-pre-commit
-    rev: v0.15.14
+    rev: v0.16.6
     hooks:
       - id: ruff
         args: ["--fix"]
diff --git a/README.md b/README.md
index 24d3930..52eaad3 100644
--- a/README.md
+++ b/README.md
@@ -20,7 +20,7 @@ Add `deepmodeling_sphinx` to the requirements, as well as the `extensions` of `c
 
 ```py
 extensions = [
-    'deepmodeling_sphinx',
+    "deepmodeling_sphinx",
 ]
 ```