diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 980f73804..fd273c661 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -32,14 +32,21 @@ repos:
         args: [--no-pycodestyle, --max-line-length=88]
 
   - repo: https://github.com/astral-sh/ruff-pre-commit
-    rev: 1dc9eb131c2ea4816c708e4d85820d2cc8542683 # frozen: v0.5.0
+    rev: f6793c73d53e659efecf3b3c38d122fb6a2a969f # frozen: v0.5.1
     hooks:
       - id: ruff
         args: ["--fix", "--show-fixes", "--exit-non-zero-on-fix"]
       - id: ruff-format
 
   - repo: https://github.com/codespell-project/codespell
-    rev: "193cd7d27cd571f79358af09a8fb8997e54f8fff" # frozen: v2.3.0
+    rev: 193cd7d27cd571f79358af09a8fb8997e54f8fff # frozen: v2.3.0
     hooks:
       - id: codespell
         args: ["-w", "-L", "ans,nd,sav,mke,ags,mot,coo,whos,manuel"]
+
+  - repo: https://github.com/pre-commit/pygrep-hooks
+    rev: 3a6eb0fadf60b3cccfd80bad9dbb6fae7e47b316 # frozen: v1.10.0
+    hooks:
+      #      - id: rst-backticks
+      - id: rst-directive-colons
+      - id: rst-inline-touching-normal
diff --git a/intro/numpy/array_object.rst b/intro/numpy/array_object.rst
index 6212640f5..b9cdafabd 100644
--- a/intro/numpy/array_object.rst
+++ b/intro/numpy/array_object.rst
@@ -100,7 +100,7 @@ NumPy Reference documentation
      Docstring:
      array(object, dtype=None, copy=True, order=None, subok=False, ndmin=0, ...
 
-  .. tip:
+  .. tip::
 
    .. sourcecode:: pycon