From 5fb96b10841ec1c08971e16c2d12ef7ab85a5e8c Mon Sep 17 00:00:00 2001
From: "pre-commit-ci[bot]"
 <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Date: Mon, 27 Jul 2026 19:43:25 +0000
Subject: [PATCH] [pre-commit.ci] pre-commit autoupdate
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updates:
- [github.com/codespell-project/codespell: v2.4.2 → v2.4.3](https://github.com/codespell-project/codespell/compare/v2.4.2...v2.4.3)
- [github.com/psf/black-pre-commit-mirror: 26.3.1 → 26.5.1](https://github.com/psf/black-pre-commit-mirror/compare/26.3.1...26.5.1)
- [github.com/lorenzwalthert/precommit: v0.4.3.9021 → v0.4.3.9030](https://github.com/lorenzwalthert/precommit/compare/v0.4.3.9021...v0.4.3.9030)
---
 .pre-commit-config.yaml | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 3ec5018..ff0b85e 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -15,18 +15,18 @@ repos:
       - id: trailing-whitespace
   # spell check
   - repo: https://github.com/codespell-project/codespell
-    rev: v2.4.2
+    rev: v2.4.3
     hooks:
       - id: codespell
         # https://github.com/codespell-project/codespell/issues/1498
   # Python formatting
   - repo: https://github.com/psf/black-pre-commit-mirror
-    rev: 26.3.1
+    rev: 26.5.1
     hooks:
       - id: black
   # R formatting
   - repo: https://github.com/lorenzwalthert/precommit
-    rev: v0.4.3.9021
+    rev: v0.4.3.9030
     hooks:
       - id: style-files
   # general linting