diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index 5ace518..586558c 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -5,9 +5,12 @@ on:
     branches:
       - "main"
 
+permissions:
+  contents: write
+  packages: write
+
 jobs:
   generate-release-body:
-    if: contains(github.event.head_commit.message, 'chore(release)')
     runs-on: ubuntu-latest
     outputs:
       release_body: ${{ steps.git-cliff.outputs.content }}
@@ -23,6 +26,7 @@ jobs:
 
   publish:
     runs-on: ubuntu-latest
+    if: contains(github.event.head_commit.message, 'chore(release)')
     needs: [generate-release-body]
     environment: release
     permissions:
@@ -59,7 +63,30 @@ jobs:
 
   release:
     runs-on: ubuntu-latest
-    needs: [generate-release-body,publish]
+    needs: [generate-release-body, publish]
+    steps:
+      - name: Checkout
+        uses: actions/checkout@v4
+      - name: Setup PDM
+        uses: pdm-project/setup-pdm@v4
+        with:
+          python-version: 3.12
+      - name: Get version
+        run: |
+          echo PACKAGE_VERSION=`pdm show --version` >> $GITHUB_ENV
+      - name: Release
+        uses: ncipollo/release-action@v1
+        with:
+          body: ${{ needs.generate-release-body.outputs.release_body }}
+          draft: false
+          updateOnlyUnreleased: true
+          tag: v${{ env.PACKAGE_VERSION }}
+          allowUpdates: true
+
+  draft-release:
+    runs-on: ubuntu-latest
+    needs: generate-release-body
+    if: ${{ !contains(github.event.head_commit.message, 'chore(release)') }}
     steps:
       - name: Checkout
         uses: actions/checkout@v4
@@ -71,7 +98,10 @@ jobs:
         run: |
           echo PACKAGE_VERSION=`pdm show --version` >> $GITHUB_ENV
       - name: Release
-        uses: softprops/action-gh-release@v2
+        uses: ncipollo/release-action@v1
         with:
           body: ${{ needs.generate-release-body.outputs.release_body }}
-          tag_name: v${{ env.PACKAGE_VERSION }}
+          draft: true
+          updateOnlyUnreleased: true
+          tag: v${{ env.PACKAGE_VERSION }}
+          allowUpdates: true
diff --git a/cliff.toml b/cliff.toml
index 2429183..8bd3332 100644
--- a/cliff.toml
+++ b/cliff.toml
@@ -22,7 +22,7 @@ body = """
         ## [{{ version | trim_start_matches(pat="v") }}] - {{ timestamp | date(format="%Y-%m-%d") }}
     {% endif %}\
 {% else %}
-    ## Latest Changes
+    ## What's Changed
 {% endif -%}
 
 {% for group, commits in commits | group_by(attribute="group") %}
diff --git a/qqmusic_api/__init__.py b/qqmusic_api/__init__.py
index 448ecfb..beb877f 100644
--- a/qqmusic_api/__init__.py
+++ b/qqmusic_api/__init__.py
@@ -5,7 +5,7 @@
 from .utils.network import get_session, set_session
 from .utils.sync import sync
 
-__version__ = "0.1.9"
+__version__ = "0.1.10"
 
 logger = logging.getLogger("qqmusicapi")