diff --git a/.github/workflows/vale.yml b/.github/workflows/vale.yml
index 7da98449b2e..85903a3a9fd 100644
--- a/.github/workflows/vale.yml
+++ b/.github/workflows/vale.yml
@@ -1,51 +1,88 @@
-name: Lint Markdown Files
+name: Lint and suggest
 
 on:
   pull_request:
     paths:
       - '**/*.md'
 
+permissions:
+  contents: read
+  pull-requests: write
+
 jobs:
-  vale:
-    name: Vale Markdown Lint
+  vale: # Vale linting job
     runs-on: ubuntu-latest
+
     steps:
-      - name: Checkout code
-        uses: actions/checkout@v3
-
-      - name: Install Vale
-        uses: errata-ai/vale-action@v2
-        with:
-          version: 2.17.0
-          files: all
-          reporter: github-pr-check
-          fail_on_error: true
-
-      - name: Install jq
-        run: sudo apt-get install -y jq
-   
-      - name: Get changed files
-        id: changed-files
-        run: |
-          BASE_SHA=$(git merge-base origin/${{ github.event.pull_request.base.ref }} ${{ github.sha }})
-          CHANGED_FILES=$(git diff --name-only $BASE_SHA ${{ github.sha }} -- '*.md')
-          echo "CHANGED_FILES=$CHANGED_FILES" >> $GITHUB_ENV
-          echo "::set-output name=files::$(echo $CHANGED_FILES | jq -R -s -c 'split("\n")[:-1]')"
-  
-      - name: Print Changed Files
-        run: echo $CHANGED_FILES
-  
-      - name: Run Vale on changed files
-        run: |
-          echo "[]" > rdjson_output.jsonl
-          for file in $(echo "${{ steps.changed-files.outputs.files }}" | jq -r '.[]'); do
-            echo "Running Vale on $file"
-            vale_output=$(vale --output=JSON "$file")
-            if [ $? -eq 0 ]; then
-              echo "$vale_output" | jq -c --arg file "$file" '.[] | {file: $file, line: .Line, column: .Span[0], message: .Message, suggestion: (.Suggestions[0] // "")}' >> rdjson_output.jsonl
-            else
-              echo "Error processing $file"
-            fi
-          done
-          echo "Vale output:"
-          cat rdjson_output.jsonl
+    - name: Checkout code
+      uses: actions/checkout@v3
+      with:
+        fetch-depth: 0  # Fetch all history so we can access all commits
+
+    - name: Install Vale
+      uses: errata-ai/vale-action@v2
+
+    - name: Install jq
+      run: sudo apt-get install -y jq
+
+    - name: Get changed files
+      id: changed-files
+      run: |
+        BASE_SHA=$(git merge-base origin/${{ github.event.pull_request.base.ref }} ${{ github.sha }})
+        CHANGED_FILES=$(git diff --name-only $BASE_SHA ${{ github.sha }} -- '*.md')
+        echo "CHANGED_FILES=$CHANGED_FILES" >> $GITHUB_ENV
+        echo "CHANGED_FILES=$(echo $CHANGED_FILES | jq -R -s -c 'split(\"\n\")[:-1]')" >> $GITHUB_ENV
+
+    - name: Print Changed Files
+      run: echo $CHANGED_FILES
+
+    - name: Run Vale on changed files
+      run: |
+        for file in ${{ env.CHANGED_FILES }}; do
+          echo "Running Vale on $file"
+          vale --output=JSON $file > "vale_output_${file//\//_}.json"
+          vale --output=edit $file > "vale_output_${file//\//_}_edit.md"
+        done
+        echo "Vale outputs:"
+        ls -l
+
+    - name: Simulate Vale changes
+      run: |
+        mkdir -p simulated_changes
+        for file in $(echo ${{ steps.changed-files.outputs.files }} | jq -r '.[]'); do
+          cp "$file" "simulated_changes/$(basename "$file")"
+          vale --output=edit "simulated_changes/$(basename "$file")"
+        done
+
+    - name: Upload Vale results
+      uses: actions/upload-artifact@v3
+      with:
+        name: vale-results
+        path: '*.json'
+
+    - name: Upload simulated changes
+      uses: actions/upload-artifact@v3
+      with:
+        name: simulated-changes
+        path: simulated_changes
+
+  suggest:
+    runs-on: ubuntu-latest
+    needs: vale  # This ensures the suggest job runs after the vale job
+
+    steps:
+    - name: Checkout code
+      uses: actions/checkout@v3
+
+    - name: Download simulated changes
+      uses: actions/download-artifact@v3
+      with:
+        name: simulated-changes
+
+    - name: List downloaded files
+      run: ls -l simulated_changes
+
+    - name: Suggest changes
+      uses: parkerbxyz/suggest-changes@v1
+      with:
+        comment: 'Please commit the suggested changes from Vale.'