diff --git a/.github/workflows/framework-gates.yml b/.github/workflows/framework-gates.yml
index 388ad85..b694b6f 100644
--- a/.github/workflows/framework-gates.yml
+++ b/.github/workflows/framework-gates.yml
@@ -45,7 +45,7 @@ jobs:
           persist-credentials: false
 
       - name: Setup Python
-        uses: actions/setup-python@a26af69be951a213d495a4c3e4e4022e16d87065 # v5.6.0
+        uses: actions/setup-python@6d4fd22b20465ccc0f7354476588e8df7c9ca0e0 # v7.1.0
         with:
           python-version: "${{ matrix.python-version }}"
 
@@ -158,7 +158,7 @@ jobs:
           persist-credentials: false
 
       - name: Setup Python
-        uses: actions/setup-python@a26af69be951a213d495a4c3e4e4022e16d87065 # v5.6.0
+        uses: actions/setup-python@6d4fd22b20465ccc0f7354476588e8df7c9ca0e0 # v7.1.0
         with:
           python-version: "3.11"
 
@@ -180,7 +180,7 @@ jobs:
           persist-credentials: false
 
       - name: Setup Python
-        uses: actions/setup-python@a26af69be951a213d495a4c3e4e4022e16d87065 # v5.6.0
+        uses: actions/setup-python@6d4fd22b20465ccc0f7354476588e8df7c9ca0e0 # v7.1.0
         with:
           python-version: "3.11"
 
@@ -253,7 +253,7 @@ jobs:
           persist-credentials: false
 
       - name: Setup Python
-        uses: actions/setup-python@a26af69be951a213d495a4c3e4e4022e16d87065 # v5.6.0
+        uses: actions/setup-python@6d4fd22b20465ccc0f7354476588e8df7c9ca0e0 # v7.1.0
         with:
           python-version: "3.11"
 
@@ -270,7 +270,7 @@ jobs:
           persist-credentials: false
 
       - name: Setup Python
-        uses: actions/setup-python@a26af69be951a213d495a4c3e4e4022e16d87065 # v5.6.0
+        uses: actions/setup-python@6d4fd22b20465ccc0f7354476588e8df7c9ca0e0 # v7.1.0
         with:
           python-version: "3.11"
 
@@ -287,7 +287,7 @@ jobs:
           persist-credentials: false
 
       - name: Setup Python
-        uses: actions/setup-python@a26af69be951a213d495a4c3e4e4022e16d87065 # v5.6.0
+        uses: actions/setup-python@6d4fd22b20465ccc0f7354476588e8df7c9ca0e0 # v7.1.0
         with:
           python-version: "3.11"
 
@@ -328,7 +328,7 @@ jobs:
           persist-credentials: false
 
       - name: Setup Python
-        uses: actions/setup-python@a26af69be951a213d495a4c3e4e4022e16d87065 # v5.6.0
+        uses: actions/setup-python@6d4fd22b20465ccc0f7354476588e8df7c9ca0e0 # v7.1.0
         with:
           python-version: "3.11"
 
@@ -367,7 +367,7 @@ jobs:
           persist-credentials: false
 
       - name: Setup Python
-        uses: actions/setup-python@a26af69be951a213d495a4c3e4e4022e16d87065 # v5.6.0
+        uses: actions/setup-python@6d4fd22b20465ccc0f7354476588e8df7c9ca0e0 # v7.1.0
         with:
           python-version: "3.14"
 
diff --git a/.github/workflows/mermaid-render-windows.yml b/.github/workflows/mermaid-render-windows.yml
index b4e6ed9..f3d65b6 100644
--- a/.github/workflows/mermaid-render-windows.yml
+++ b/.github/workflows/mermaid-render-windows.yml
@@ -37,7 +37,7 @@ jobs:
           persist-credentials: false
 
       - name: Setup Python
-        uses: actions/setup-python@a26af69be951a213d495a4c3e4e4022e16d87065 # v5.6.0
+        uses: actions/setup-python@6d4fd22b20465ccc0f7354476588e8df7c9ca0e0 # v7.1.0
         with:
           python-version: "3.14"