Switch from `pre-commit` to `prek`

"Although prek is pretty new, it's already powering real‑world projects like [CPython](https://github.com/python/cpython), [Apache Airflow](https://github.com/apache/airflow), [FastAPI](https://github.com/fastapi/fastapi), and more projects are picking it up—see [Who is using prek?](https://prek.j178.dev/#who-is-using-prek). If you're looking for an alternative to pre-commit, please give it a try—we'd love your feedback!"

https://github.com/j178/prek

https://prek.j178.dev

Example workflows:

https://github.com/apache/lucenenet/blob/master/.github/workflows/pre-commit.yml

https://github.com/apache/sedona/blob/master/.github/workflows/pre-commit-manual.yml

https://github.com/apache/sedona/blob/master/.github/workflows/pre-commit.yml

Quick read first:

https://github.com/apache/lucenenet/blob/master/PREK.md

Longer read:

https://github.com/apache/sedona/blob/master/docs/setup/compile.md#code-quality-checks-with-prek-uv-and-make

Example Makefile https://github.com/apache/sedona/blob/master/Makefile

refs https://github.com/apache/cloudstack/pull/8491

refs https://github.com/apache/cloudstack/pull/12836

ASF Approved:

https://github.com/apache/infrastructure-actions/blob/1affe4095bb84ec7d39f229556b6906232d39c92/approved_patterns.yml#L229

首先定位 CloudStack 目前的 pre-commit 設定、GitHub workflow 入口和 Makefile 目標；該 issue 未指出它們的路徑。將這些入口與所連結的 Lucene.NET 和 Sedona 的 PREK.md 及 workflow 範例進行比較，然後驗證現有檢查能透過 prek 成功執行，並且不再使用舊的 pre-commit 路徑。

由索引模型根據 Issue 內容生成。