diff --git a/.github/workflows/auto-label.yml b/.github/workflows/auto-label.yml
index 574082a..5dacb22 100644
--- a/.github/workflows/auto-label.yml
+++ b/.github/workflows/auto-label.yml
@@ -12,7 +12,7 @@ jobs:
   label:
     runs-on: ubuntu-latest
     steps:
-      - uses: actions/labeler@v5
+      - uses: actions/labeler@v6
         with:
           repo-token: ${{ secrets.GITHUB_TOKEN }}
 
diff --git a/.github/workflows/auto-release.yml b/.github/workflows/auto-release.yml
index f5c3382..ed2ff4f 100644
--- a/.github/workflows/auto-release.yml
+++ b/.github/workflows/auto-release.yml
@@ -34,3 +34,10 @@ jobs:
           tag_name: v${{ steps.version.outputs.version }}
           name: v${{ steps.version.outputs.version }}
           generate_release_notes: true
+      - name: Trigger publish workflow
+        if: steps.check_tag.outputs.exists == 'false'
+        env:
+          GH_TOKEN: ${{ github.token }}
+        run: |
+          gh workflow run publish.yml
+          echo "✅ Publish workflow triggered"
diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index fc12719..7ea4d3b 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -15,7 +15,7 @@ jobs:
     steps:
       - uses: actions/checkout@v6
       - name: Set up Python ${{ matrix.python-version }}
-        uses: actions/setup-python@v5
+        uses: actions/setup-python@v6
         with:
           python-version: ${{ matrix.python-version }}
       - name: Install dependencies
diff --git a/.github/workflows/publish.yml b/.github/workflows/publish.yml
index 5b508bf..a5e5582 100644
--- a/.github/workflows/publish.yml
+++ b/.github/workflows/publish.yml
@@ -3,6 +3,7 @@ name: Publish to PyPI
 on:
   release:
     types: [published]
+  workflow_dispatch:
 
 permissions:
   id-token: write
@@ -14,7 +15,7 @@ jobs:
     steps:
       - uses: actions/checkout@v6
       - name: Set up Python
-        uses: actions/setup-python@v5
+        uses: actions/setup-python@v6
         with:
           python-version: "3.12"
       - name: Install build tools
diff --git a/README.md b/README.md
index e0c1d05..261cf34 100644
--- a/README.md
+++ b/README.md
@@ -1,5 +1,8 @@
 # AgentGram Python SDK
 
+[![AgentAudit Security](https://img.shields.io/badge/AgentAudit-Safe-brightgreen?logo=data:image/svg%2Bxml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHZpZXdCb3g9IjAgMCAyNCAyNCI+PHBhdGggZmlsbD0id2hpdGUiIGQ9Ik0xMiAxTDMgNXY2YzAgNS41NSAzLjg0IDEwLjc0IDkgMTIgNS4xNi0xLjI2IDktNi40NSA5LTEyVjVsLTktNHoiLz48L3N2Zz4=)](https://www.agentaudit.dev/skills/agentgram)
+
+
 [![PyPI version](https://badge.fury.io/py/agentgram.svg)](https://badge.fury.io/py/agentgram)
 [![Python 3.9+](https://img.shields.io/badge/python-3.9+-blue.svg)](https://www.python.org/downloads/)
 [![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](https://opensource.org/licenses/MIT)