diff --git a/.github/workflows/notify-triager.yml b/.github/workflows/notify-triager.yml
index bcdd6ef3d352..6a7ae1146599 100644
--- a/.github/workflows/notify-triager.yml
+++ b/.github/workflows/notify-triager.yml
@@ -17,7 +17,10 @@ jobs:
       - name: Get commit message
         id: commit-message
         run: |
+          # Extract the commit message
           commit_message=$(git log --format=%B -n 1 ${{ github.event.pull_request.head.sha }})
+          commit_message=$(echo "$commit_message" | tr '\n' ' ')
+          commit_message=$(echo "$commit_message" | sed 's/[<>|]//g' | sed 's/[][]//g' | sed 's/(//g' | sed 's/)//g' | xargs)
           echo "commit_message=$commit_message" >> $GITHUB_OUTPUT
 
       - name: Check if last commit is a merge commit
@@ -34,19 +37,17 @@ jobs:
       - name: Checkout asyncapi/website Repository
         uses: actions/checkout@v4.1.1
 
+      - name: Get all changed files
+        id: changed-files
+        uses: tj-actions/changed-files@aa08304bd477b800d468db44fe10f6c61f7f7b11
+
       - name: Check PR Changes for .md files
         id: md-pr-changes
         uses: tj-actions/changed-files@aa08304bd477b800d468db44fe10f6c61f7f7b11 # version 42.1.0 https://github.com/tj-actions/changed-files/releases/tag/v42.1.0
         with:
           files: |
             **.md
-
-      - name: Check PR Changes for non-.md files
-        id: non-md-pr-changes
-        uses: tj-actions/changed-files@aa08304bd477b800d468db44fe10f6c61f7f7b11 # version 42.1.0 https://github.com/tj-actions/changed-files/releases/tag/v42.1.0
-        with:
-          files: |
-            !**.md
+            
 
 
       - name: Extract Doc Triage Maintainers
@@ -68,7 +69,7 @@ jobs:
           echo "codeTriagers=$codeTriagers" >> $GITHUB_ENV
 
       - name: Add Reviewers for code files
-        if: steps.check-merge-branch.outputs.isMergeCommit == 'false' && steps.non-md-pr-changes.outputs.any_changed == 'true'
+        if: ${{ steps.check-merge-branch.outputs.isMergeCommit == 'false' && steps.changed-files.outputs.all_changed_files_count != steps.md-pr-changes.outputs.all_changed_files_count }}
         run: |
           IFS=' ' read -r -a codeTriagers <<< "${{ env.codeTriagers }}"
           reviewers=$(printf ', "%s"' "${codeTriagers[@]}")
@@ -83,7 +84,7 @@ jobs:
           }"
 
       - name: Add Reviewers for doc files
-        if: steps.check-merge-branch.outputs.isMergeCommit == 'false' && steps.md-pr-changes.outputs.any_changed == 'true'
+        if: ${{ steps.check-merge-branch.outputs.isMergeCommit == 'false' && steps.md-pr-changes.outputs.any_changed == 'true' }}
         run: |
           IFS=' ' read -r -a docTriagers <<< "${{ env.docTriagers }}"
           reviewers=$(printf ', "%s"' "${docTriagers[@]}")
@@ -96,3 +97,4 @@ jobs:
           -d "{
             \"reviewers\": $reviewers
           }"
+