chore: update pre-commit hooks

updates:
- [github.com/pre-commit/mirrors-mypy: v2.3.0 → v2.3.1](pre-commit/mirrors-mypy@v2.3.0...v2.3.1)
- [github.com/astral-sh/ruff-pre-commit: v0.16.2 → v0.16.3](astral-sh/ruff-pre-commit@v0.16.2...v0.16.3)
- [github.com/scientific-python/cookie: 2026.06.18 → 2026.08.14](scientific-python/cookie@2026.06.18...2026.08.14)

Author: pre-commit-ci[bot]

.pre-commit-config.yaml

@@ -39,7 +39,7 @@ repos:
         types_or: [yaml, html, json]
 
   - repo: https://github.com/pre-commit/mirrors-mypy
-    rev: "v2.3.0"
+    rev: "v2.3.1"
     hooks:
       - id: mypy
         files: ipykernel
@@ -95,7 +95,7 @@ repos:
       - id: rst-inline-touching-normal
 
   - repo: https://github.com/astral-sh/ruff-pre-commit
-    rev: v0.16.2
+    rev: v0.16.3
     hooks:
       - id: ruff-check
         types_or: [python, jupyter]
@@ -104,7 +104,7 @@ repos:
         types_or: [python, jupyter]
 
   - repo: https://github.com/scientific-python/cookie
-    rev: "2026.06.18"
+    rev: "2026.08.14"
     hooks:
       - id: sp-repo-review
         additional_dependencies: ["repo-review[cli]"]