diff --git a/.bumpversion.cfg b/.bumpversion.cfg
index f559689..8e5b6f8 100644
--- a/.bumpversion.cfg
+++ b/.bumpversion.cfg
@@ -2,6 +2,7 @@
 current_version = 2.0.0
 commit = False
 tag = False
+allow_dirty = True
 parse = (?P<major>\d+)\.(?P<minor>\d+)\.(?P<patch>\d+)
 serialize = {major}.{minor}.{patch}
 
diff --git a/.github/workflows/publish.yml b/.github/workflows/publish.yml
index 38048c6..8c1c990 100644
--- a/.github/workflows/publish.yml
+++ b/.github/workflows/publish.yml
@@ -36,13 +36,20 @@ jobs:
     
     - name: Install dependencies
       run: |
-        uv add --dev bump2version
+        uv sync --dev
     
     - name: Configure Git
       run: |
         git config --local user.email "action@github.com"
         git config --local user.name "GitHub Action"
     
+    - name: Commit dependency changes if any
+      run: |
+        if [ -n "$(git status --porcelain)" ]; then
+          git add .
+          git commit -m "📦 Update dependencies" || true
+        fi
+    
     - name: Get current version
       id: current_version
       run: |
@@ -53,7 +60,7 @@ jobs:
     - name: Bump version
       id: bump_version
       run: |
-        uv run bump2version ${{ github.event.inputs.version_type }}
+        uv run bump2version --allow-dirty ${{ github.event.inputs.version_type }}
         NEW_VERSION=$(grep '^version =' pyproject.toml | cut -d'"' -f2)
         echo "new=$NEW_VERSION" >> $GITHUB_OUTPUT
         echo "New version: $NEW_VERSION"
diff --git a/scripts/release.py b/scripts/release.py
index 60a909a..cdc4b11 100644
--- a/scripts/release.py
+++ b/scripts/release.py
@@ -39,8 +39,8 @@ def bump_version(version_type):
     current = get_current_version()
     print(f"📦 當前版本: {current}")
     
-    # 使用 bump2version
-    run_cmd(f"uv run bump2version {version_type}")
+    # 使用 bump2version with allow-dirty
+    run_cmd(f"uv run bump2version --allow-dirty {version_type}")
     
     new_version = get_current_version()
     print(f"🎉 新版本: {new_version}")
@@ -56,14 +56,12 @@ def main():
     
     print("🚀 開始發布流程...")
     
-    # 檢查是否有未提交的變更
+    # 檢查 Git 狀態（僅提示，不阻止）
     result = run_cmd("git status --porcelain", check=False)
     if result.stdout.strip():
-        print("⚠️  有未提交的變更，請先提交或暫存")
+        print("⚠️  有未提交的變更：")
         print(result.stdout)
-        choice = input("是否繼續？ (y/N): ")
-        if choice.lower() != 'y':
-            sys.exit(1)
+        print("💡 將繼續執行（使用 --allow-dirty 模式）")
     
     # 更新版本
     old_version, new_version = bump_version(version_type)
@@ -76,7 +74,7 @@ def main():
     print("🔍 檢查套件...")
     run_cmd("uv run twine check dist/*")
     
-    # 提交變更
+    # 提交所有變更（包括版本更新）
     print("💾 提交版本更新...")
     run_cmd("git add .")
     run_cmd(f'git commit -m "🔖 Release v{new_version}"')
diff --git a/uv.lock b/uv.lock
index 4507a00..b6a92fd 100644
--- a/uv.lock
+++ b/uv.lock
@@ -33,6 +33,15 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/b9/fa/123043af240e49752f1c4bd24da5053b6bd00cad78c2be53c0d1e8b975bc/backports.tarfile-1.2.0-py3-none-any.whl", hash = "sha256:77e284d754527b01fb1e6fa8a1afe577858ebe4e9dad8919e34c862cb399bc34", size = 30181 },
 ]
 
+[[package]]
+name = "bump2version"
+version = "1.0.1"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/29/2a/688aca6eeebfe8941235be53f4da780c6edee05dbbea5d7abaa3aab6fad2/bump2version-1.0.1.tar.gz", hash = "sha256:762cb2bfad61f4ec8e2bdf452c7c267416f8c70dd9ecb1653fd0bbb01fa936e6", size = 36236 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/1d/e3/fa60c47d7c344533142eb3af0b73234ef8ea3fb2da742ab976b947e717df/bump2version-1.0.1-py2.py3-none-any.whl", hash = "sha256:37f927ea17cde7ae2d7baf832f8e80ce3777624554a653006c9144f8017fe410", size = 22030 },
+]
+
 [[package]]
 name = "certifi"
 version = "2025.1.31"
@@ -493,6 +502,7 @@ dev = [
 
 [package.dev-dependencies]
 dev = [
+    { name = "bump2version" },
     { name = "pytest" },
     { name = "pytest-asyncio" },
     { name = "twine" },
@@ -513,6 +523,7 @@ requires-dist = [
 
 [package.metadata.requires-dev]
 dev = [
+    { name = "bump2version", specifier = ">=1.0.1" },
     { name = "pytest", specifier = ">=7.0.0" },
     { name = "pytest-asyncio", specifier = ">=0.21.0" },
     { name = "twine", specifier = ">=6.1.0" },