diff --git a/.github/workflows/basic.yml b/.github/workflows/basic.yml
index b3107b1..a0b35d9 100644
--- a/.github/workflows/basic.yml
+++ b/.github/workflows/basic.yml
@@ -14,7 +14,7 @@ jobs:
     steps:
       - uses: actions/checkout@v4
 
-      - uses: actions/setup-python@v5
+      - uses: actions/setup-python@v6
         with:
           python-version-file: .python-version
           cache: pip
diff --git a/.github/workflows/parallel_dir.yml b/.github/workflows/parallel_dir.yml
index 1b24de4..cb52149 100644
--- a/.github/workflows/parallel_dir.yml
+++ b/.github/workflows/parallel_dir.yml
@@ -16,7 +16,7 @@ jobs:
     steps:
       - uses: actions/checkout@v4
 
-      - uses: actions/setup-python@v5
+      - uses: actions/setup-python@v6
         with:
           python-version-file: .python-version
           cache: pip
@@ -63,7 +63,7 @@ jobs:
     steps:
       - uses: actions/checkout@v4
 
-      - uses: actions/setup-python@v5
+      - uses: actions/setup-python@v6
         with:
           python-version-file: .python-version
           cache: pip
diff --git a/.github/workflows/parallel_file.yml b/.github/workflows/parallel_file.yml
index 540f09d..d7a64e9 100644
--- a/.github/workflows/parallel_file.yml
+++ b/.github/workflows/parallel_file.yml
@@ -16,7 +16,7 @@ jobs:
     steps:
       - uses: actions/checkout@v4
 
-      - uses: actions/setup-python@v5
+      - uses: actions/setup-python@v6
         with:
           python-version-file: .python-version
           cache: pip
@@ -73,7 +73,7 @@ jobs:
     steps:
       - uses: actions/checkout@v4
 
-      - uses: actions/setup-python@v5
+      - uses: actions/setup-python@v6
         with:
           python-version-file: .python-version
           cache: pip