diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 7d0d57ac4..f0c0e895a 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -8,7 +8,7 @@ ci:
 
 repos:
   - repo: https://github.com/pre-commit/pre-commit-hooks
-    rev: v4.5.0
+    rev: v6.0.0
     hooks:
       - id: check-yaml
       - id: check-case-conflict
@@ -18,19 +18,19 @@ repos:
       - id: requirements-txt-fixer
 
   - repo: https://github.com/astral-sh/ruff-pre-commit
-    rev: v0.14.7
+    rev: v0.14.10
     hooks:
       - id: ruff-check
         args: [ --fix ]
 
   - repo: https://github.com/PyCQA/autoflake
-    rev: v2.0.2
+    rev: v2.3.1
     hooks:
       - id: autoflake
         args: [--remove-all-unused-imports, --in-place]
 
   - repo: https://github.com/pycqa/isort
-    rev: 5.13.2          # 选一个稳定版本
+    rev: 7.0.0          # 选一个稳定版本
     hooks:
       - id: isort
         args:
@@ -39,7 +39,7 @@ repos:
         additional_dependencies: []  # 需要插件时在这里加
 
   - repo: https://github.com/psf/black
-    rev: 24.3.0
+    rev: 25.12.0
     hooks:
       - id: black
         name: Format code
diff --git a/pyproject.toml b/pyproject.toml
index 6f9ee242a..28cf1de9d 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -24,6 +24,8 @@ line_length = 119
 
 [tool.ruff]
 line-length = 320  # TODO
+
+[tool.ruff.lint]
 select = [
     "E",      # Pycodestyle Errors (Structural/Fundamental Errors like bad indentation)
     "F",      # Pyflakes (Core Errors: Unused imports, undefined names)