diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 6317ce6..c6c6d56 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -15,7 +15,7 @@ jobs:
     runs-on: ubuntu-latest
     steps:
       - uses: actions/checkout@v4
-      - uses: actions/setup-python@v5
+      - uses: actions/setup-python@v7
         with:
           python-version: '3.12'
       - name: Check INDEX.md
@@ -26,7 +26,7 @@ jobs:
     runs-on: ubuntu-latest
     steps:
       - uses: actions/checkout@v4
-      - uses: actions/setup-python@v5
+      - uses: actions/setup-python@v7
         with:
           python-version: '3.12'
       # 校验每篇是否覆盖必备内容槽位、来源是否够、日期/标题有无异常。
@@ -39,7 +39,7 @@ jobs:
     runs-on: ubuntu-latest
     steps:
       - uses: actions/checkout@v4
-      - uses: actions/setup-python@v5
+      - uses: actions/setup-python@v7
         with:
           python-version: '3.12'
       # 站点是 docs/ 的投影，构建失败必须在 PR 阶段就暴露，
@@ -64,7 +64,7 @@ jobs:
     # 4000+ 条外链，全量跑很久；PR 上抽样，定时任务全量
     steps:
       - uses: actions/checkout@v4
-      - uses: actions/setup-python@v5
+      - uses: actions/setup-python@v7
         with:
           python-version: '3.12'
 
diff --git a/.github/workflows/pages.yml b/.github/workflows/pages.yml
index 16734f0..3e211bc 100644
--- a/.github/workflows/pages.yml
+++ b/.github/workflows/pages.yml
@@ -28,7 +28,7 @@ jobs:
     runs-on: ubuntu-latest
     steps:
       - uses: actions/checkout@v4
-      - uses: actions/setup-python@v5
+      - uses: actions/setup-python@v7
         with:
           python-version: '3.12'
       - name: Build static site