[CI] Switch to prek-action workflow

.github/workflows/prek-manual.yml

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+# Licensed to the Apache Software Foundation (ASF) under one
+# or more contributor license agreements.  See the NOTICE file
+# distributed with this work for additional information
+# regarding copyright ownership.  The ASF licenses this file
+# to you under the Apache License, Version 2.0 (the
+# "License"); you may not use this file except in compliance
+# with the License.  You may obtain a copy of the License at
+#
+#   http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing,
+# software distributed under the License is distributed on an
+# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+# KIND, either express or implied.  See the License for the
+# specific language governing permissions and limitations
+# under the License.
+
+name: prek manual
+
+on: [pull_request]
+
+permissions:
+  contents: read
+
+jobs:
+  prek-manual:
+    name: Run prek manual hooks
+    runs-on: ubuntu-24.04
+    steps:
+      - name: 'Checkout ${{ github.ref }} ( ${{ github.sha }} )'
+        uses: actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1 # v7.0.1
+        with:
+          persist-credentials: false
+      - uses: j178/prek-action@44924fe9ef4a6f88253c4b6b1bf11c689d3ce53d # v3.1.0
+        with:
+          install-only: true
+          cache: false
+      - name: Run manual prek hooks
+        run: prek run --color=always --all-files --hook-stage manual

.github/workflows/prek.yml

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+# Licensed to the Apache Software Foundation (ASF) under one
+# or more contributor license agreements.  See the NOTICE file
+# distributed with this work for additional information
+# regarding copyright ownership.  The ASF licenses this file
+# to you under the Apache License, Version 2.0 (the
+# "License"); you may not use this file except in compliance
+# with the License.  You may obtain a copy of the License at
+#
+#   http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing,
+# software distributed under the License is distributed on an
+# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+# KIND, either express or implied.  See the License for the
+# specific language governing permissions and limitations
+# under the License.
+
+name: prek standard
+
+on: [pull_request]
+
+permissions:
+  contents: read
+
+jobs:
+  prek:
+    name: Run prek standard hooks
+    runs-on: ubuntu-24.04
+    steps:
+      - name: 'Checkout ${{ github.ref }} ( ${{ github.sha }} )'
+        uses: actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1 # v7.0.1
+        with:
+          persist-credentials: false
+      - uses: j178/prek-action@44924fe9ef4a6f88253c4b6b1bf11c689d3ce53d # v3.1.0
+        with:
+          extra-args: --all-files --show-diff-on-failure --color=always
+          show-verbose-logs: true