From 760fd7741b35678618a853d5a51a24be93b6b9e5 Mon Sep 17 00:00:00 2001
From: "pre-commit-ci[bot]"
 <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Date: Mon, 6 Apr 2026 19:25:05 +0000
Subject: [PATCH] [pre-commit.ci] pre-commit autoupdate
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

updates:
- [github.com/astral-sh/ruff-pre-commit: v0.14.10 → v0.15.9](https://github.com/astral-sh/ruff-pre-commit/compare/v0.14.10...v0.15.9)
- [github.com/codespell-project/codespell: v2.4.1 → v2.4.2](https://github.com/codespell-project/codespell/compare/v2.4.1...v2.4.2)
- [github.com/kynan/nbstripout: 0.8.2 → 0.9.1](https://github.com/kynan/nbstripout/compare/0.8.2...0.9.1)
---
 .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 183bf7db..476a60f5 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -11,7 +11,7 @@ exclude: ^(docs/.+|.*lock.*|jupyterlab-extension/.+|.*\.(svg|js|css))|_version.p
 
 repos:
   - repo: https://github.com/astral-sh/ruff-pre-commit
-    rev: v0.14.10
+    rev: v0.15.9
     hooks:
       - id: ruff
         args: [--fix, --ignore, D]
@@ -33,14 +33,14 @@ repos:
       - id: trailing-whitespace
 
   - repo: https://github.com/codespell-project/codespell
-    rev: v2.4.1
+    rev: v2.4.2
     hooks:
       - id: codespell
         stages: [pre-commit, commit-msg]
         args: [--ignore-words-list, "nd,te,ois,dscribe", --check-filenames]
 
   - repo: https://github.com/kynan/nbstripout
-    rev: 0.8.2
+    rev: 0.9.1
     hooks:
       - id: nbstripout
         args: [--drop-empty-cells, --keep-output]