diff --git a/.github/workflows/build_test_cmake.yml b/.github/workflows/build_test_cmake.yml
index 8938a1ede6..ccd131cb5e 100644
--- a/.github/workflows/build_test_cmake.yml
+++ b/.github/workflows/build_test_cmake.yml
@@ -40,7 +40,7 @@ jobs:
             name: "Build without LCAO and MPI"
 
     name: ${{ matrix.name }}
-    container: ghcr.io/deepmodeling/abacus-${{ matrix.tag }}
+    container: ghcr.io/deepmodeling/abacus-${{ matrix.tag }}-lts
     steps:
       - name: Checkout
         uses: actions/checkout@v4
diff --git a/.github/workflows/build_test_makefile.yml b/.github/workflows/build_test_makefile.yml
index e2129a707f..054ba77b18 100644
--- a/.github/workflows/build_test_makefile.yml
+++ b/.github/workflows/build_test_makefile.yml
@@ -13,7 +13,7 @@ jobs:
           build_args: "CXX=mpiicpc ELPA_LIB_DIR=/usr/local/lib ELPA_INCLUDE_DIR=/usr/local/include CEREAL_DIR=/usr/include/cereal OPENMP=ON"
           name: "Build with Makefile & Intel compilers"
     name: ${{ matrix.name }}
-    container: ghcr.io/deepmodeling/abacus-${{ matrix.tag }}
+    container: ghcr.io/deepmodeling/abacus-${{ matrix.tag }}-lts
     steps:
       - name: Checkout
         uses: actions/checkout@v4
diff --git a/.github/workflows/coverage.yml b/.github/workflows/coverage.yml
index 2e49b70470..eab82c4e20 100644
--- a/.github/workflows/coverage.yml
+++ b/.github/workflows/coverage.yml
@@ -9,7 +9,7 @@ jobs:
   test-coverage:
     name: Generate Coverage Report
     runs-on: X64
-    container: ghcr.io/deepmodeling/abacus-gnu
+    container: ghcr.io/deepmodeling/abacus-gnu-lts
     steps:
       - name: Checkout
         uses: actions/checkout@v4
diff --git a/.github/workflows/cuda.yml b/.github/workflows/cuda.yml
index 3e2bf218a0..626d71aa57 100644
--- a/.github/workflows/cuda.yml
+++ b/.github/workflows/cuda.yml
@@ -14,7 +14,7 @@ jobs:
     runs-on: nvidia
     if: github.repository_owner == 'deepmodeling'
     container:
-      image: ghcr.io/deepmodeling/abacus-cuda
+      image: ghcr.io/deepmodeling/abacus-cuda-lts
       volumes:
         - /tmp/ccache:/github/home/.ccache
       options: --gpus all
diff --git a/.github/workflows/devcontainer.yml b/.github/workflows/devcontainer.yml
index 0e744d3ead..74e1118026 100644
--- a/.github/workflows/devcontainer.yml
+++ b/.github/workflows/devcontainer.yml
@@ -26,8 +26,8 @@ jobs:
         uses: docker/metadata-action@v5
         with:
           images: |
-            ghcr.io/deepmodeling/abacus-${{ matrix.dockerfile }}
-            dp-harbor-registry.us-east-1.cr.aliyuncs.com/deepmodeling/abacus-${{ matrix.dockerfile }}
+            ghcr.io/deepmodeling/abacus-${{ matrix.dockerfile }}-lts
+            dp-harbor-registry.us-east-1.cr.aliyuncs.com/deepmodeling/abacus-${{ matrix.dockerfile }}-lts
           tags: |
             type=semver,pattern={{version}},enable=${{ github.ref_type == 'tag' }}
             type=raw,value=latest
@@ -57,5 +57,5 @@ jobs:
           labels: ${{ steps.meta.outputs.labels }}
           file: Dockerfile.${{ matrix.dockerfile }}
           push: true
-          cache-from: type=registry,ref=ghcr.io/deepmodeling/abacus-${{ matrix.dockerfile }}:latest
+          cache-from: type=registry,ref=ghcr.io/deepmodeling/abacus-${{ matrix.dockerfile }}-lts:latest
           cache-to: type=inline
diff --git a/.github/workflows/dynamic.yml b/.github/workflows/dynamic.yml
index 85cb13482e..f9ccde6199 100644
--- a/.github/workflows/dynamic.yml
+++ b/.github/workflows/dynamic.yml
@@ -10,7 +10,7 @@ jobs:
     name: Dynamic analysis
     runs-on: X64
     if: github.repository_owner == 'deepmodeling'
-    container: ghcr.io/deepmodeling/abacus-gnu
+    container: ghcr.io/deepmodeling/abacus-gnu-lts
     steps:
       - name: Checkout
         uses: actions/checkout@v4
diff --git a/.github/workflows/performance.yml b/.github/workflows/performance.yml
index 589a85e584..e776d47937 100644
--- a/.github/workflows/performance.yml
+++ b/.github/workflows/performance.yml
@@ -10,7 +10,7 @@ jobs:
     strategy:
       matrix:
         tag: ["gnu", "intel"]
-    container: ghcr.io/deepmodeling/abacus-${{ matrix.tag }}
+    container: ghcr.io/deepmodeling/abacus-${{ matrix.tag }}-lts
     timeout-minutes: 2880
     steps:
       - name: Checkout
diff --git a/.github/workflows/pytest.yml b/.github/workflows/pytest.yml
index 0470d5f050..ecc96df68d 100644
--- a/.github/workflows/pytest.yml
+++ b/.github/workflows/pytest.yml
@@ -8,7 +8,7 @@ jobs:
     name: PyTest
     runs-on: ubuntu-latest
     container:
-      image: ghcr.io/deepmodeling/abacus-gnu
+      image: ghcr.io/deepmodeling/abacus-gnu-lts
     steps:
       - name: Checkout
         uses: actions/checkout@v4
diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml
index 458c94d576..227f4499a7 100644
--- a/.github/workflows/test.yml
+++ b/.github/workflows/test.yml
@@ -13,7 +13,7 @@ jobs:
     runs-on: X64
     if: github.repository_owner == 'deepmodeling'
     container:
-      image: ghcr.io/deepmodeling/abacus-gnu
+      image: ghcr.io/deepmodeling/abacus-gnu-lts
       volumes:
         - /tmp/ccache:/github/home/.ccache
     steps:
diff --git a/.github/workflows/toolchain_full.yaml b/.github/workflows/toolchain_full.yaml
index 3793b22eaf..ad8bc2fc7d 100644
--- a/.github/workflows/toolchain_full.yaml
+++ b/.github/workflows/toolchain_full.yaml
@@ -13,7 +13,7 @@ jobs:
     if: contains(inputs.variants || 'gnu,intel,cuda', 'gnu')
     runs-on: X64
     container:
-      image: ghcr.io/deepmodeling/abacus-gnu
+      image: ghcr.io/deepmodeling/abacus-gnu-lts
     steps:
       - name: Checkout
         uses: actions/checkout@v6
@@ -52,7 +52,7 @@ jobs:
     if: contains(inputs.variants || 'gnu,intel,cuda', 'intel')
     runs-on: X64
     container:
-      image: ghcr.io/deepmodeling/abacus-intel
+      image: ghcr.io/deepmodeling/abacus-intel-lts
     steps:
       - name: Checkout
         uses: actions/checkout@v6
diff --git a/.github/workflows/toolchain_smoke.yaml b/.github/workflows/toolchain_smoke.yaml
index 7bd2c9ca44..728b3608d4 100644
--- a/.github/workflows/toolchain_smoke.yaml
+++ b/.github/workflows/toolchain_smoke.yaml
@@ -11,7 +11,7 @@ jobs:
   smoke-build-gnu:
     runs-on: X64
     container:
-      image: ghcr.io/deepmodeling/abacus-gnu
+      image: ghcr.io/deepmodeling/abacus-gnu-lts
     defaults:
       run:
         shell: bash