chore: update pre-commit hooks

updates:
- [github.com/python-jsonschema/check-jsonschema: 0.34.1 → 0.37.0](python-jsonschema/check-jsonschema@0.34.1...0.37.0)
- [github.com/hukkin/mdformat: 0.7.22 → 1.0.0](hukkin/mdformat@0.7.22...1.0.0)
- [github.com/pre-commit/mirrors-mypy: v1.18.2 → v1.19.1](pre-commit/mirrors-mypy@v1.18.2...v1.19.1)
- [github.com/astral-sh/ruff-pre-commit: v0.14.0 → v0.15.4](astral-sh/ruff-pre-commit@v0.14.0...v0.15.4)
- [github.com/scientific-python/cookie: 2025.10.01 → 2026.03.02](scientific-python/cookie@2025.10.01...2026.03.02)

Author: pre-commit-ci[bot]

.pre-commit-config.yaml

@@ -21,12 +21,12 @@ repos:
       - id: trailing-whitespace
 
   - repo: https://github.com/python-jsonschema/check-jsonschema
-    rev: 0.34.1
+    rev: 0.37.0
     hooks:
       - id: check-github-workflows
 
   - repo: https://github.com/hukkin/mdformat
-    rev: 0.7.22
+    rev: 1.0.0
     hooks:
       - id: mdformat
         additional_dependencies:
@@ -45,7 +45,7 @@ repos:
         additional_dependencies: [black==23.7.0]
 
   - repo: https://github.com/pre-commit/mirrors-mypy
-    rev: "v1.18.2"
+    rev: "v1.19.1"
     hooks:
       - id: mypy
         files: jupyter_core
@@ -67,7 +67,7 @@ repos:
       - id: rst-inline-touching-normal
 
   - repo: https://github.com/astral-sh/ruff-pre-commit
-    rev: v0.14.0
+    rev: v0.15.4
     hooks:
       - id: ruff-check
         types_or: [python, jupyter]
@@ -76,7 +76,7 @@ repos:
         types_or: [python, jupyter]
 
   - repo: https://github.com/scientific-python/cookie
-    rev: "2025.10.01"
+    rev: "2026.03.02"
     hooks:
       - id: sp-repo-review
         additional_dependencies: ["repo-review[cli]"]