diff --git a/.github/scripts/security.cjs b/.github/scripts/security.cjs
index f403f3b..3c71c3b 100644
--- a/.github/scripts/security.cjs
+++ b/.github/scripts/security.cjs
@@ -23,8 +23,8 @@ class SecurityReport {
 
         this.locales = {
             zh: {
-                filename: 'README_CN.md',
-                switcher: '[English](README.md) | 中文',
+                filename: 'security-report-cn.md',
+                switcher: '[English](security-report.md) | 中文',
                 title: '🛡️ 安全审计与透明度报告',
                 grade: '安全评级',
                 important: '> [!IMPORTANT]\n> 本报告由 **GitHub Actions** 自动生成。为确保数据主权的绝对透明度，所有核心模块的安全扫描结果均实时公开。',
@@ -75,8 +75,8 @@ class SecurityReport {
                 trivySafe: '✅ **安全**：未发现容器配置缺陷。'
             },
             en: {
-                filename: 'README.md',
-                switcher: 'English | [中文](README_CN.md)',
+                filename: 'security-report.md',
+                switcher: 'English | [中文](security-report-cn.md)',
                 title: '🛡️ Security Audit & Transparency Report',
                 grade: 'Security Grade',
                 important: '> [!IMPORTANT]\n> This report is automatically generated by **GitHub Actions**. To ensure absolute transparency of data sovereignty, all core module security scan results are made public in real-time.',
diff --git a/.github/workflows/security.yml b/.github/workflows/security.yml
index c0b47bc..7efea47 100644
--- a/.github/workflows/security.yml
+++ b/.github/workflows/security.yml
@@ -13,7 +13,7 @@ jobs:
   scan:
     runs-on: ubuntu-latest
     permissions:
-      contents: write
+      contents: read
       security-events: write
       actions: read
     env:
@@ -103,17 +103,15 @@ jobs:
           trivy config . --format json --output trivy_result.json --severity CRITICAL,HIGH || true
 
       - name: Generate Security Report
-        env:
-          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
         run: |
           # Gitleaks typically produces results.sarif if configured or by default in some versions
           # We'll ensure it exists for our reporter
           node .github/scripts/security.cjs
           
           # Also append to step summary for immediate visibility in GHA UI
-          cat README.md >> $GITHUB_STEP_SUMMARY
+          cat security-report.md >> $GITHUB_STEP_SUMMARY
           echo -e "\n---\n" >> $GITHUB_STEP_SUMMARY
-          cat README_CN.md >> $GITHUB_STEP_SUMMARY
+          cat security-report-cn.md >> $GITHUB_STEP_SUMMARY
 
       - name: Upload Gitleaks Results to GitHub Security
         uses: github/codeql-action/upload-sarif@v3
@@ -122,30 +120,17 @@ jobs:
           sarif_file: results.sarif
           category: gitleaks
 
-      - name: Push to Audit Branch
-        if: github.event_name != 'pull_request'
-        run: |
-          mkdir audit_temp
-          cp README.md audit_temp/
-          cp README_CN.md audit_temp/
-          [ -f "snyk_result.txt" ] && cp snyk_result.txt audit_temp/
-          [ -f "snyk_result.json" ] && cp snyk_result.json audit_temp/
-          
-          # Collect all SARIF files with descriptive names
-          [ -f "results.sarif" ] && cp results.sarif audit_temp/Gitleaks_results.sarif
-          if [ -d "sarif-results" ]; then
-            for f in sarif-results/*.sarif; do
-              [ -f "$f" ] && cp "$f" "audit_temp/CodeQL_$(basename "$f")"
-            done
-          fi
-          
-          cd audit_temp
-          git init
-          git config --local user.email "action@github.com"
-          git config --local user.name "GitHub Action"
-          git checkout --orphan security-audit
-          
-          git add .
-          git commit -m "chore: archive security report and raw data [skip ci]"
-          git remote add origin https://x-access-token:${{ secrets.GITHUB_TOKEN }}@github.com/${{ github.repository }}
-          git push -f origin security-audit
\ No newline at end of file
+      - name: Upload Security Report Artifacts
+        if: always()
+        uses: actions/upload-artifact@v4
+        with:
+          name: security-report
+          if-no-files-found: ignore
+          path: |
+            security-report.md
+            security-report-cn.md
+            snyk_result.txt
+            snyk_result.json
+            trivy_result.json
+            results.sarif
+            sarif-results/*.sarif