From 6eec0a9e5c711da220e81da59ecb0e8b839856e3 Mon Sep 17 00:00:00 2001
From: "pre-commit-ci[bot]"
 <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Date: Mon, 25 May 2026 17:43:47 +0000
Subject: [PATCH] chore: update pre-commit hooks
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

updates:
- [github.com/psf/black-pre-commit-mirror: 26.1.0 → 26.5.1](https://github.com/psf/black-pre-commit-mirror/compare/26.1.0...26.5.1)
- [github.com/astral-sh/ruff-pre-commit: v0.15.0 → v0.15.14](https://github.com/astral-sh/ruff-pre-commit/compare/v0.15.0...v0.15.14)
- [github.com/pre-commit/mirrors-mypy: v1.19.1 → v2.1.0](https://github.com/pre-commit/mirrors-mypy/compare/v1.19.1...v2.1.0)
- [github.com/codespell-project/codespell: v2.4.1 → v2.4.2](https://github.com/codespell-project/codespell/compare/v2.4.1...v2.4.2)
---
 .pre-commit-config.yaml | 8 ++++----
 1 file changed, 4 insertions(+), 4 deletions(-)

diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 80d96321..9e7d11b4 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -11,7 +11,7 @@ ci:
 
 repos:
   - repo: https://github.com/psf/black-pre-commit-mirror
-    rev: "26.1.0"
+    rev: "26.5.1"
     hooks:
       - id: black-jupyter
         exclude: dev_notes/
@@ -54,13 +54,13 @@ repos:
         args: [--prose-wrap=always]
 
   - repo: https://github.com/astral-sh/ruff-pre-commit
-    rev: "v0.15.0"
+    rev: "v0.15.14"
     hooks:
       - id: ruff
         args: ["--fix", "--show-fixes"]
 
   - repo: https://github.com/pre-commit/mirrors-mypy
-    rev: "v1.19.1"
+    rev: "v2.1.0"
     hooks:
       - id: mypy
         files: src
@@ -69,7 +69,7 @@ repos:
           - pytest
 
   - repo: https://github.com/codespell-project/codespell
-    rev: "v2.4.1"
+    rev: "v2.4.2"
     hooks:
       - id: codespell
         args: ["--write-changes", "--ignore-words", ".codespell-whitelist"]