diff --git a/.github/workflows/codeql.yml b/.github/workflows/codeql.yml
index 1102495..d6bebd4 100644
--- a/.github/workflows/codeql.yml
+++ b/.github/workflows/codeql.yml
@@ -48,7 +48,7 @@ jobs:
           # 后续步骤会跑仓库自己的 install/构建/测试脚本，也就跑得到依赖里的脚本。
           persist-credentials: false
       - name: Initialize CodeQL
-        uses: github/codeql-action/init@1fc58d04a4d4374f921bdac573c3811c240f9c26 # v4.39.2
+        uses: github/codeql-action/init@33d7b85da1a04171e211befe2c739303b9a4c066 # v4.39.3
         with:
           languages: ${{ matrix.language }}
       - name: Perform CodeQL Analysis
@@ -58,6 +58,6 @@ jobs:
         # 质量无关的红。只对 fork PR 容错，其余事件仍判红；跳过整步更糟——被跳过的必检按官方
         # Status checks 页会记作 Success，等于「未扫描即绿」。
         continue-on-error: ${{ github.event_name == 'pull_request' && github.event.pull_request.head.repo.fork }}
-        uses: github/codeql-action/analyze@1fc58d04a4d4374f921bdac573c3811c240f9c26 # v4.39.2
+        uses: github/codeql-action/analyze@33d7b85da1a04171e211befe2c739303b9a4c066 # v4.39.3
         with:
           category: /language:${{ matrix.language }}
diff --git a/.github/workflows/scorecard.yml b/.github/workflows/scorecard.yml
index d8f203b..804b204 100644
--- a/.github/workflows/scorecard.yml
+++ b/.github/workflows/scorecard.yml
@@ -49,6 +49,6 @@ jobs:
           path: results.sarif
           retention-days: 5
       - name: Upload to code-scanning
-        uses: github/codeql-action/upload-sarif@1fc58d04a4d4374f921bdac573c3811c240f9c26 # v4.39.2
+        uses: github/codeql-action/upload-sarif@33d7b85da1a04171e211befe2c739303b9a4c066 # v4.39.3
         with:
           sarif_file: results.sarif