diff --git a/.github/workflows/deploy-studio-release-server.yaml b/.github/workflows/deploy-studio-release-server.yaml
new file mode 100644
index 00000000..4e6531e0
--- /dev/null
+++ b/.github/workflows/deploy-studio-release-server.yaml
@@ -0,0 +1,49 @@
+# Copyright (c) 2025 Beijing Volcano Engine Technology Co., Ltd. and/or its affiliates.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+name: Deploy Studio Release Server
+
+on:
+  workflow_dispatch:
+
+permissions:
+  contents: read
+
+jobs:
+  deploy:
+    if: >-
+      github.repository == 'volcengine/veadk-python' &&
+      github.ref == 'refs/heads/main'
+    runs-on: ubuntu-latest
+    timeout-minutes: 30
+    environment: studio-release
+    env:
+      VOLCENGINE_ACCESS_KEY: ${{ secrets.VOLCENGINE_ACCESS_KEY }}
+      VOLCENGINE_SECRET_KEY: ${{ secrets.VOLCENGINE_SECRET_KEY }}
+      STUDIO_RELEASE_SERVER_API_KEY: ${{ secrets.STUDIO_RELEASE_SERVER_API_KEY }}
+
+    steps:
+      - name: Check out deployment source
+        uses: actions/checkout@v4
+
+      - name: Set up Python
+        uses: actions/setup-python@v5
+        with:
+          python-version: '3.12'
+
+      - name: Set up uv
+        uses: astral-sh/setup-uv@v6
+
+      - name: Deploy release server
+        run: frontend/service/studio_release_server/deploy.sh --skip-github-secrets
diff --git a/frontend/service/studio_release_server/deploy.py b/frontend/service/studio_release_server/deploy.py
index 464d652f..231f5ab6 100644
--- a/frontend/service/studio_release_server/deploy.py
+++ b/frontend/service/studio_release_server/deploy.py
@@ -527,6 +527,19 @@ def _set_github_secret(name: str, value: str) -> None:
         raise RuntimeError(f"Could not set GitHub secret {name}: {completed.stderr}")
 
 
+def _deployment_api_key(*, skip_github_secrets: bool) -> str:
+    """Reuse the configured API key when repository secrets stay unchanged."""
+    if not skip_github_secrets:
+        return secrets.token_urlsafe(48)
+    api_key = os.getenv("STUDIO_RELEASE_SERVER_API_KEY", "").strip()
+    if len(api_key) < 32:
+        raise ValueError(
+            "STUDIO_RELEASE_SERVER_API_KEY must be provided when GitHub "
+            "Secrets are not updated."
+        )
+    return api_key
+
+
 def _parser() -> argparse.ArgumentParser:
     parser = argparse.ArgumentParser(description=__doc__)
     parser.add_argument("--source-root", type=Path, default=Path.cwd())
@@ -550,7 +563,7 @@ def main() -> None:
     if not args.skip_github_secrets:
         _validate_github_secret_access()
     role_trn = _ensure_runtime_role(access_key, secret_key)
-    api_key = secrets.token_urlsafe(48)
+    api_key = _deployment_api_key(skip_github_secrets=args.skip_github_secrets)
     endpoint, app_id, function_id = _deploy(source_root, api_key, role_trn)
     _wait_for_health(endpoint, api_key)
     if not args.skip_github_secrets:
diff --git a/tests/test_studio_release_server.py b/tests/test_studio_release_server.py
index 5d4e6686..b5e327c5 100644
--- a/tests/test_studio_release_server.py
+++ b/tests/test_studio_release_server.py
@@ -551,6 +551,35 @@ def _run(command: list[str], **kwargs: Any) -> subprocess.CompletedProcess[str]:
     ]
 
 
+def test_skip_github_secrets_reuses_existing_api_key(
+    monkeypatch: pytest.MonkeyPatch,
+) -> None:
+    api_key = "existing-release-key-with-at-least-thirty-two-characters"
+    monkeypatch.setenv("STUDIO_RELEASE_SERVER_API_KEY", api_key)
+
+    assert release_deploy._deployment_api_key(skip_github_secrets=True) == api_key
+
+
+def test_skip_github_secrets_requires_existing_api_key(
+    monkeypatch: pytest.MonkeyPatch,
+) -> None:
+    monkeypatch.delenv("STUDIO_RELEASE_SERVER_API_KEY", raising=False)
+
+    with pytest.raises(ValueError, match="STUDIO_RELEASE_SERVER_API_KEY"):
+        release_deploy._deployment_api_key(skip_github_secrets=True)
+
+
+def test_release_server_deploy_workflow_preserves_api_key() -> None:
+    workflow = (
+        Path(__file__).parents[1]
+        / ".github/workflows/deploy-studio-release-server.yaml"
+    ).read_text(encoding="utf-8")
+
+    assert "workflow_dispatch:" in workflow
+    assert "secrets.STUDIO_RELEASE_SERVER_API_KEY" in workflow
+    assert "deploy.sh --skip-github-secrets" in workflow
+
+
 def test_release_server_readiness_uses_rotated_api_key(
     monkeypatch: pytest.MonkeyPatch,
 ) -> None: