chore(pre-commit.ci): pre-commit autoupdate

[pre-commit-ci]

updates:

• github.com/commitizen-tools/commitizen: v3.31.0 → v4.10.0
• github.com/pre-commit/pre-commit-hooks: v4.6.0 → v6.0.0
• github.com/python-poetry/poetry: 1.8.5 → 2.2.1
• github.com/pre-commit/mirrors-prettier: v3.1.0 → v4.0.0-alpha.8
• github.com/asottile/pyupgrade: v3.20.0 → v3.21.2
• github.com/PyCQA/isort: 5.13.2 → 7.0.0
• https://github.com/psf/black → https://github.com/psf/black-pre-commit-mirror
• github.com/psf/black-pre-commit-mirror: 23.12.1 → 25.11.0
• github.com/PyCQA/flake8: 6.1.0 → 7.3.0
• github.com/pre-commit/mirrors-mypy: v1.5.1 → v1.19.0
• github.com/PyCQA/bandit: 1.8.3 → 1.9.2
• github.com/srstevenson/nb-clean: 3.3.0 → 4.0.1

[codecov]

Codecov Report

✅ All modified and coverable lines are covered by tests.
✅ Project coverage is 71.79%. Comparing base (cf14694) to head (41eb652).
⚠️ Report is 1 commits behind head on main.

Additional details and impacted files

@@           Coverage Diff           @@
##             main      #25   +/-   ##
=======================================
  Coverage   71.79%   71.79%           
=======================================
  Files          33       33           
  Lines        1145     1145           
  Branches      142      142           
=======================================
  Hits          822      822           
  Misses        257      257           
  Partials       66       66           

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