diff --git a/.github/workflows/autobuild.yml b/.github/workflows/autobuild.yml
index e839dc855..d8be39757 100644
--- a/.github/workflows/autobuild.yml
+++ b/.github/workflows/autobuild.yml
@@ -35,20 +35,7 @@ jobs:
 
       - name: Fetch UPDATE logs
         id: fetch_update_logs
-        run: |
-          if [ -f "Changelog.md" ]; then
-            UPDATE_LOGS=$(awk '/^## v/{if(flag) exit; flag=1} flag' Changelog.md)
-            if [ -n "$UPDATE_LOGS" ]; then
-              echo "Found update logs"
-              echo "UPDATE_LOGS<<EOF" >> $GITHUB_ENV
-              echo "$UPDATE_LOGS" >> $GITHUB_ENV
-              echo "EOF" >> $GITHUB_ENV
-            else
-              echo "No update sections found in Changelog.md"
-            fi
-          else
-            echo "Changelog.md file not found"
-          fi
+        run: bash ./scripts/extract_update_logs.sh
         shell: bash
 
       - uses: pnpm/action-setup@v4
@@ -509,20 +496,7 @@ jobs:
 
       - name: Fetch UPDATE logs
         id: fetch_update_logs
-        run: |
-          if [ -f "Changelog.md" ]; then
-            UPDATE_LOGS=$(awk '/^## v/{if(flag) exit; flag=1} flag' Changelog.md)
-            if [ -n "$UPDATE_LOGS" ]; then
-              echo "Found update logs"
-              echo "UPDATE_LOGS<<EOF" >> $GITHUB_ENV
-              echo "$UPDATE_LOGS" >> $GITHUB_ENV
-              echo "EOF" >> $GITHUB_ENV
-            else
-              echo "No update sections found in Changelog.md"
-            fi
-          else
-            echo "Changelog.md file not found"
-          fi
+        run: bash ./scripts/extract_update_logs.sh
         shell: bash
 
       - name: Install Node
diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index 59504436b..153a5f8c9 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -73,20 +73,7 @@ jobs:
 
       - name: Fetch UPDATE logs
         id: fetch_update_logs
-        run: |
-          if [ -f "Changelog.md" ]; then
-            UPDATE_LOGS=$(awk '/^## v/{if(flag) exit; flag=1} flag' Changelog.md)
-            if [ -n "$UPDATE_LOGS" ]; then
-              echo "Found update logs"
-              echo "UPDATE_LOGS<<EOF" >> $GITHUB_ENV
-              echo "$UPDATE_LOGS" >> $GITHUB_ENV
-              echo "EOF" >> $GITHUB_ENV
-            else
-              echo "No update sections found in Changelog.md"
-            fi
-          else
-            echo "Changelog.md file not found"
-          fi
+        run: bash ./scripts/extract_update_logs.sh
         shell: bash
 
       - name: Set Env
@@ -552,20 +539,7 @@ jobs:
 
       - name: Fetch UPDATE logs
         id: fetch_update_logs
-        run: |
-          if [ -f "Changelog.md" ]; then
-            UPDATE_LOGS=$(awk '/^## v/{if(flag) exit; flag=1} flag' Changelog.md)
-            if [ -n "$UPDATE_LOGS" ]; then
-              echo "Found update logs"
-              echo "UPDATE_LOGS<<EOF" >> $GITHUB_ENV
-              echo "$UPDATE_LOGS" >> $GITHUB_ENV
-              echo "EOF" >> $GITHUB_ENV
-            else
-              echo "No update sections found in Changelog.md"
-            fi
-          else
-            echo "Changelog.md file not found"
-          fi
+        run: bash ./scripts/extract_update_logs.sh
         shell: bash
 
       - name: Install Node
diff --git a/Changelog.md b/Changelog.md
index 52886dace..c03c99e33 100644
--- a/Changelog.md
+++ b/Changelog.md
@@ -1,4 +1,4 @@
-# v2.4.4
+## v2.4.4
 
 ### 🐞 修复问题
 
diff --git a/scripts/extract_update_logs.sh b/scripts/extract_update_logs.sh
new file mode 100755
index 000000000..1283cf3b0
--- /dev/null
+++ b/scripts/extract_update_logs.sh
@@ -0,0 +1,43 @@
+#!/usr/bin/env bash
+#
+# extract_update_logs.sh
+# 从 Changelog.md 提取最新版本 (## v...) 的更新内容
+# 并输出到屏幕或写入环境变量文件（如 GitHub Actions）
+
+set -euo pipefail
+
+CHANGELOG_FILE="Changelog.md"
+
+if [[ ! -f "$CHANGELOG_FILE" ]]; then
+  echo "❌ 文件不存在: $CHANGELOG_FILE" >&2
+  exit 1
+fi
+
+# 提取从第一个 '## v' 开始到下一个 '## v' 前的内容
+UPDATE_LOGS=$(awk '
+  /^## v/ {
+    if (found) exit;
+    found=1
+  }
+  found
+' "$CHANGELOG_FILE")
+
+if [[ -z "$UPDATE_LOGS" ]]; then
+  echo "⚠️ 未找到更新日志内容"
+  exit 0
+fi
+
+echo "✅ 提取到的最新版本日志内容如下："
+echo "----------------------------------------"
+echo "$UPDATE_LOGS"
+echo "----------------------------------------"
+
+# 如果在 GitHub Actions 环境中（GITHUB_ENV 已定义）
+if [[ -n "${GITHUB_ENV:-}" ]]; then
+  {
+    echo "UPDATE_LOGS<<EOF"
+    echo "$UPDATE_LOGS"
+    echo "EOF"
+  } >> "$GITHUB_ENV"
+  echo "✅ 已写入 GitHub 环境变量 UPDATE_LOGS"
+fi