diff --git a/.github/workflows/additional_checks.yml b/.github/workflows/additional_checks.yml
index 05ea074c6c7..8e1fd3969b1 100644
--- a/.github/workflows/additional_checks.yml
+++ b/.github/workflows/additional_checks.yml
@@ -25,6 +25,9 @@ jobs:
     runs-on: ubuntu-24.04
     permissions:
       contents: read
+    env:
+      # renovate: datasource=pypi depName=prek
+      PREK_VERSION: 0.2.24
 
     steps:
       - name: Checkout repository contents
@@ -50,7 +53,7 @@ jobs:
 
       - name: Generate core modules with last commit JSON file and test it
         run: |
-          python -m pip install pytest pytest-depends
+          python -m pip install pytest pytest-depends pytest-timeout
           python utils/generate_last_commit_file.py .
           pytest utils/test_generate_last_commit_file.py
 
@@ -64,20 +67,61 @@ jobs:
           python ./utils/generate_release_notes.py log \
               "${GITHUB_REF_NAME}" \
               "$(git rev-parse HEAD~30)" \
-              ""
-      - name: "Cache pre-commit"
+              "" | \
+            tee -a "release_notes_sample.md"
+      - name: Upload release notes and core modules with last commit JSON file
+        if: ${{ !cancelled() }}
+        uses: actions/upload-artifact@b7c566a772e6b6bfb58ed0dc250532a479d7789f # v6.0.0
+        with:
+          name: release_notes-core_modules_with_last_commit
+          path: |-
+            core_modules_with_last_commit.json
+            release_notes_sample.md
+      - name: Remove created files
+        run: rm --verbose -f release_notes_sample.md core_modules_with_last_commit.json
+      - name: "Cache pre-commit/prek"
         # Not used for releases, only for running pre-commit
         uses: actions/cache@9255dc7a253b0ccc959486e2bca901246202afeb # v5.0.1  # zizmor: ignore[cache-poisoning]
         with:
-          path: ~/.cache/pre-commit
+          path: |-
+            ~/.cache/prek
           key: pre-commit-${{ hashFiles('.pre-commit-config.yaml') }}
+      - name: Install prek
+        run: uv tool install "prek@${PREK_VERSION}"
+      - name: "Run pre-commit/prek for fixes"
+        run: |
+          echo '```console' > "$GITHUB_STEP_SUMMARY"
+          # Enable color output for pre-commit and remove it for the summary
+          # Use --hook-stage=manual to enable slower pre-commit hooks that are skipped by default
+          # Skip hooks already handled in another workflow, to avoid duplicate suggestions
+          # Skip hooks with no fixes made with these hooks (for now)
+          prek run --all-files --show-diff-on-failure --color=always --hook-stage=manual \
+            --skip ruff-check --skip ruff-format \
+            --skip actionlint \
+            --skip editorconfig-checker \
+            --skip flake8 \
+            --skip yamllint | \
+            tee >(sed -E 's/\x1B\[([0-9]{1,2}(;[0-9]{1,2})*)?[mGK]//g' >> "$GITHUB_STEP_SUMMARY") >&1
+          exit_code="${PIPESTATUS[0]}"
+          echo '```' >> "$GITHUB_STEP_SUMMARY"
+          exit "$exit_code"
 
-      - name: "Run pre-commit"
+      - name: Create and uploads code suggestions to apply for pre-commit
+        # Will fail fast here if there are changes required
+        id: diff-pre-commit
+        # To run after pre-commit step exits with failure
+        if: ${{ !cancelled() }}
+        uses: ./.github/actions/create-upload-suggestions
+        with:
+          tool-name: pre-commit
+          # To keep repo's file structure in formatted changes artifact
+          extra-upload-changes: pyproject.toml
+      - name: "Run pre-commit/prek"
         run: |
           echo '```console' > "$GITHUB_STEP_SUMMARY"
           # Enable color output for pre-commit and remove it for the summary
           # Use --hook-stage=manual to enable slower pre-commit hooks that are skipped by default
-          uvx pre-commit run --all-files --show-diff-on-failure --color=always --hook-stage=manual | \
+          prek run --all-files --show-diff-on-failure --color=always --hook-stage=manual | \
             tee >(sed -E 's/\x1B\[([0-9]{1,2}(;[0-9]{1,2})*)?[mGK]//g' >> "$GITHUB_STEP_SUMMARY") >&1
           exit_code="${PIPESTATUS[0]}"
           echo '```' >> "$GITHUB_STEP_SUMMARY"
diff --git a/.github/workflows/post-pr-reviews.yml b/.github/workflows/post-pr-reviews.yml
index fa4bd603e5e..d987d27290b 100644
--- a/.github/workflows/post-pr-reviews.yml
+++ b/.github/workflows/post-pr-reviews.yml
@@ -4,7 +4,10 @@ name: Post PR code suggestions
 on:
   # zizmor: ignore[dangerous-triggers] Only selected workflows, and whitelisted input values are used
   workflow_run:
-    workflows: ["ClangFormat Check", "Python Code Quality"]
+    workflows:
+      - "Additional checks"
+      - "ClangFormat Check"
+      - "Python Code Quality"
     types:
       - completed
 permissions: {}
@@ -28,6 +31,7 @@ jobs:
           github-token: ${{ github.token }}
           run-id: ${{github.event.workflow_run.id }}
       - uses: reviewdog/action-setup@d8a7baabd7f3e8544ee4dbde3ee41d0011c3a93f # v1.5.0
+      - run: reviewdog -version
       - name: Check what tools have suggestions to post
         # Using this pattern to have expected file names explicitly named
         id: tools
@@ -48,6 +52,7 @@ jobs:
           INPUT_TOOL_NAMES: >-
             black
             clang-format
+            pre-commit
             ruff
       - name: Post Black suggestions
         if: ${{ steps.tools.outputs.black == 'true' }}
@@ -85,6 +90,24 @@ jobs:
           CI_REPO_OWNER: ${{ github.event.workflow_run.repository.owner.login }}
           CI_REPO_NAME: ${{ github.event.workflow_run.repository.name }}
           # CI_PULL_REQUEST: "" # Populated from reviewdog's "-guess" flag since hard to get
+      - name: Post pre-commit suggestions
+        if: ${{ steps.tools.outputs.pre-commit == 'true' }}
+        run: |
+          TMPFILE="diff-${INPUT_TOOL_NAME}.patch"
+          GITHUB_ACTIONS="" reviewdog \
+              -name="${INPUT_TOOL_NAME:-reviewdog-suggester}" \
+              -f=diff \
+              -f.diff.strip=1 \
+              -filter-mode=nofilter \
+              -guess \
+              -reporter="github-pr-review" < "${TMPFILE}"
+        env:
+          INPUT_TOOL_NAME: pre-commit
+          REVIEWDOG_GITHUB_API_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+          CI_COMMIT: ${{ github.event.workflow_run.head_sha }}
+          CI_REPO_OWNER: ${{ github.event.workflow_run.repository.owner.login }}
+          CI_REPO_NAME: ${{ github.event.workflow_run.repository.name }}
+          # CI_PULL_REQUEST: "" # Populated from reviewdog's "-guess" flag since hard to get
       - name: Post Ruff suggestions
         if: ${{ steps.tools.outputs.ruff == 'true' }}
         run: |