diff --git a/.gitea/workflows/ci.yaml b/.gitea/workflows/ci.yaml
index a35058c..d50e7ef 100644
--- a/.gitea/workflows/ci.yaml
+++ b/.gitea/workflows/ci.yaml
@@ -149,25 +149,11 @@ jobs:
             }
           done
 
-          # 生成 Release 描述（包含 Package Registry 和 Release 附件两种下载方式）
+          # 生成 Release JSON payload
           echo ""
-          echo "📝 生成 Release 描述..."
-          BODY="## Release ${TAG}\n\n"
-          BODY="${BODY}### 📥 下载方式\n\n"
-          BODY="${BODY}#### 方式 1: 直接下载（推荐）\n\n"
-          BODY="${BODY}点击下面 **Assets** 部分的文件名直接下载。\n\n"
-          BODY="${BODY}#### 方式 2: Generic Package Registry\n\n"
-          for file in *.tar.gz; do
-            [ -f "$file" ] && BODY="${BODY}- [\`${file}\`](https://${REGISTRY}/api/packages/${OWNER}/generic/${PRODUCT_NAME}/${TAG}/${file})\n"
-          done
-          BODY="${BODY}\n#### 方式 3: Debian Repository\n\n"
-          BODY="${BODY}\`\`\`bash\n"
-          BODY="${BODY}# Add repository\n"
-          BODY="${BODY}echo \"deb https://${REGISTRY}/api/packages/${OWNER}/debian bookworm main\" | sudo tee /etc/apt/sources.list.d/xxxigcc-proxy.list\n\n"
-          BODY="${BODY}# Update and install\n"
-          BODY="${BODY}sudo apt-get update\n"
-          BODY="${BODY}sudo apt-get install xxxigcc-proxy\n"
-          BODY="${BODY}\`\`\`\n"
+          echo "📝 生成 Release..."
+
+          RELEASE_DATA=$(python3 -c 'import json,glob,os;r=os.environ["REGISTRY"];o=os.environ["OWNER"];p=os.environ["PRODUCT_NAME"];t=os.environ["TAG"];b=["## Release "+t,"","### 📥 下载方式","","#### 方式 1: 直接下载（推荐）","","点击下面 **Assets** 部分的文件名直接下载。","","#### 方式 2: Generic Package Registry",""]+[f"- [`{f}`](https://{r}/api/packages/{o}/generic/{p}/{t}/{f})" for f in sorted(glob.glob("*.tar.gz"))]+["","#### 方式 3: Debian Repository","","```bash","# Add repository",f"echo \"deb https://{r}/api/packages/{o}/debian bookworm main\" | sudo tee /etc/apt/sources.list.d/xxxigcc-proxy.list","","# Update and install","sudo apt-get update","sudo apt-get install xxxigcc-proxy","```"];print(json.dumps({"tag_name":t,"name":f"Release {t}","body":"\n".join(b),"draft":False,"prerelease":False}))')
 
           # 创建 Release
           echo ""
@@ -176,16 +162,7 @@ jobs:
             -H "Authorization: token ${TOKEN}" \
             -H "Content-Type: application/json" \
             "https://${REGISTRY}/api/v1/repos/${{ gitea.repository }}/releases" \
-            -d @- << EOF
-          {
-            "tag_name": "${TAG}",
-            "name": "Release ${TAG}",
-            "body": "${BODY}",
-            "draft": false,
-            "prerelease": false
-          }
-          EOF
-          )
+            -d "${RELEASE_DATA}")
 
           HTTP_CODE=$(echo "$RESPONSE" | tail -n1)
           RESPONSE_BODY=$(echo "$RESPONSE" | head -n-1)
@@ -226,3 +203,6 @@ jobs:
           echo ""
           echo "✅ Release 创建完成！"
           echo "🔗 访问: https://${REGISTRY}/${{ gitea.repository }}/releases/tag/${TAG}"
+
+          # 清理临时文件
+          rm -f release_body.md