diff --git a/.github/workflows/publish-console.yml b/.github/workflows/publish-console.yml
index 341ea983..a7f4fa75 100644
--- a/.github/workflows/publish-console.yml
+++ b/.github/workflows/publish-console.yml
@@ -8,8 +8,8 @@ jobs:
   build:
     runs-on: ubuntu-latest
     steps:
-      - uses: actions/checkout@v2
-      - uses: actions/setup-python@v3
+      - uses: actions/checkout@v4
+      - uses: actions/setup-python@v5
         name: Ensure Python Runtime
         with:
           python-version: "3.x"
diff --git a/.github/workflows/publish-core.yml b/.github/workflows/publish-core.yml
index 98d7fcba..74acd6b7 100644
--- a/.github/workflows/publish-core.yml
+++ b/.github/workflows/publish-core.yml
@@ -8,8 +8,8 @@ jobs:
   build:
     runs-on: ubuntu-latest
     steps:
-      - uses: actions/checkout@v2
-      - uses: actions/setup-python@v3
+      - uses: actions/checkout@v4
+      - uses: actions/setup-python@v5
         name: Ensure Python Runtime
         with:
           python-version: '3.x'
@@ -19,7 +19,7 @@ jobs:
           python3 -m pip install pdm twine pdm-mina "mina-build<0.6"
       - name: Build Package
         run: |
-          export MINA_BUILD_TARGET=core && pdm mina build core
+          export MINA_BUILD_TARGET=core && pdm mina build core --no-isolation
       - name: Publish to PyPI
         run: |
           twine upload dist/* --non-interactive -u __token__ -p ${{ secrets.PYPI_TOKEN }}
\ No newline at end of file
diff --git a/.github/workflows/publish-elizabeth.yml b/.github/workflows/publish-elizabeth.yml
index fb51a235..688a3a2d 100644
--- a/.github/workflows/publish-elizabeth.yml
+++ b/.github/workflows/publish-elizabeth.yml
@@ -8,18 +8,18 @@ jobs:
   build:
     runs-on: ubuntu-latest
     steps:
-      - uses: actions/checkout@v2
-      - uses: actions/setup-python@v3
+      - uses: actions/checkout@v4
+      - uses: actions/setup-python@v5
         name: Ensure Python Runtime
         with:
           python-version: "3.x"
           architecture: "x64"
       - name: Ensure PDM & twine
         run: |
-          python3 -m pip install pdm twine pdm-mina "mina-build<0.6"
+          python3 -m pip install pdm=="2.13.2" twine pdm-mina "mina-build<0.6"
       - name: Build Package
         run: |
-          export MINA_BUILD_TARGET=elizabeth && pdm mina build elizabeth
+          export MINA_BUILD_TARGET=elizabeth && pdm mina build elizabeth --no-isolation
       - name: Publish to PyPI
         run: |
           twine upload dist/* --non-interactive -u __token__ -p ${{ secrets.PYPI_TOKEN }}
diff --git a/.github/workflows/publish-onebot-v11.yml b/.github/workflows/publish-onebot-v11.yml
index 4b2c6c01..88405379 100644
--- a/.github/workflows/publish-onebot-v11.yml
+++ b/.github/workflows/publish-onebot-v11.yml
@@ -8,8 +8,8 @@ jobs:
   build:
     runs-on: ubuntu-latest
     steps:
-      - uses: actions/checkout@v2
-      - uses: actions/setup-python@v3
+      - uses: actions/checkout@v4
+      - uses: actions/setup-python@v5
         name: Ensure Python Runtime
         with:
           python-version: "3.x"
@@ -19,7 +19,7 @@ jobs:
           python3 -m pip install pdm twine pdm-mina "mina-build<0.6"
       - name: Build Package
         run: |
-          export MINA_BUILD_TARGET=onebot-v11 && pdm mina build onebot-v11
+          export MINA_BUILD_TARGET=onebot-v11 && pdm mina build onebot-v11 --no-isolation
       - name: Publish to PyPI
         run: |
           twine upload dist/* --non-interactive -u __token__ -p ${{ secrets.PYPI_TOKEN }}
diff --git a/.github/workflows/publish-qqapi.yml b/.github/workflows/publish-qqapi.yml
index 9ddc4628..d061f102 100644
--- a/.github/workflows/publish-qqapi.yml
+++ b/.github/workflows/publish-qqapi.yml
@@ -8,8 +8,8 @@ jobs:
   build:
     runs-on: ubuntu-latest
     steps:
-      - uses: actions/checkout@v2
-      - uses: actions/setup-python@v3
+      - uses: actions/checkout@v4
+      - uses: actions/setup-python@v5
         name: Ensure Python Runtime
         with:
           python-version: "3.x"
diff --git a/.github/workflows/publish-red.yml b/.github/workflows/publish-red.yml
index f6267164..ee0a57d2 100644
--- a/.github/workflows/publish-red.yml
+++ b/.github/workflows/publish-red.yml
@@ -8,8 +8,8 @@ jobs:
   build:
     runs-on: ubuntu-latest
     steps:
-      - uses: actions/checkout@v2
-      - uses: actions/setup-python@v3
+      - uses: actions/checkout@v4
+      - uses: actions/setup-python@v5
         name: Ensure Python Runtime
         with:
           python-version: '3.x'
diff --git a/.github/workflows/publish-satori.yml b/.github/workflows/publish-satori.yml
index 1415721e..7b99749e 100644
--- a/.github/workflows/publish-satori.yml
+++ b/.github/workflows/publish-satori.yml
@@ -8,8 +8,8 @@ jobs:
   build:
     runs-on: ubuntu-latest
     steps:
-      - uses: actions/checkout@v2
-      - uses: actions/setup-python@v3
+      - uses: actions/checkout@v4
+      - uses: actions/setup-python@v5
         name: Ensure Python Runtime
         with:
           python-version: '3.x'
diff --git a/.github/workflows/publish-standard-qq.yml b/.github/workflows/publish-standard-qq.yml
index 912e50ad..096e6523 100644
--- a/.github/workflows/publish-standard-qq.yml
+++ b/.github/workflows/publish-standard-qq.yml
@@ -8,8 +8,8 @@ jobs:
   build:
     runs-on: ubuntu-latest
     steps:
-      - uses: actions/checkout@v2
-      - uses: actions/setup-python@v3
+      - uses: actions/checkout@v4
+      - uses: actions/setup-python@v5
         name: Ensure Python Runtime
         with:
           python-version: '3.x'
diff --git a/.github/workflows/publish-twilight.yml b/.github/workflows/publish-twilight.yml
index 5e2087bf..ed0f7492 100644
--- a/.github/workflows/publish-twilight.yml
+++ b/.github/workflows/publish-twilight.yml
@@ -8,8 +8,8 @@ jobs:
   build:
     runs-on: ubuntu-latest
     steps:
-      - uses: actions/checkout@v2
-      - uses: actions/setup-python@v3
+      - uses: actions/checkout@v4
+      - uses: actions/setup-python@v5
         name: Ensure Python Runtime
         with:
           python-version: "3.x"
diff --git a/pyproject.toml b/pyproject.toml
index 8e806c76..4e3fa0f2 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -25,7 +25,7 @@ version = "0"
 requires-python = ">=3.9"
 
 [build-system]
-requires = ["mina-build<0.6.0"]
+requires = ["mina-build<0.6.0", "pdm-backend<2.4.0"]
 build-backend = "mina.backend"
 
 [tool.pdm.build]