diff --git a/.gitea/workflows/release.yml b/.gitea/workflows/release.yml
index 36fabb0..a7f9d77 100644
--- a/.gitea/workflows/release.yml
+++ b/.gitea/workflows/release.yml
@@ -1,9 +1,14 @@
 # 发版工作流：推送 v* 标签 → 构建前端并嵌入 → 交叉编译多平台二进制
-# → 生成发布说明 → 创建 Gitea Release 并上传全部产物。
+# → 生成发布说明 → 通过 Gitea API 创建 Release 并上传产物。
 #
 # 发版操作：
 #   git tag -a v0.0.1 -m "v0.0.1"
 #   git push origin v0.0.1
+#
+# 实现说明：刻意不使用任何 JS 类 action（checkout/setup-*/release-*）——
+# 自托管 runner 常把实例地址注册成 localhost，job 容器内不可达，
+# 且默认容器镜像可能没有 node。此处全程纯 run 步骤 + 公网域名访问实例，
+# 容器固定 node:24-bookworm（自带 node 与 git，npm 构建前端所需）。
 name: Release
 
 on:
@@ -14,52 +19,80 @@ on:
 permissions:
   contents: write
 
+env:
+  SITE: https://git.airnan.cn
+  REPO: wangairnan/pure-note
+
 jobs:
   release:
     runs-on: ubuntu-latest
-    # runner 默认镜像无 node，而 checkout/setup-go/release 等 JS 类 action 依赖 node：
-    # 显式指定含 node 与 git 的镜像；node 已就位则无需 setup-node（npm 直接可用）
     container:
       image: node:24-bookworm
     steps:
       # 完整历史：供 git log 生成上一个 tag 以来的变更日志
       - name: 检出代码
-        uses: https://gitea.com/actions/checkout@v4
-        with:
-          fetch-depth: 0
+        run: |
+          git clone "$SITE/$REPO.git" .
+          git checkout --detach "$GITEA_REF_NAME"
+          git log --oneline -1
 
       - name: 安装 Go（版本取自 go.mod）
-        uses: https://gitea.com/actions/setup-go@v5
-        with:
-          go-version-file: go.mod
+        run: |
+          set -euo pipefail
+          GOVER=$(awk '$1 == "go" {print $2}' go.mod)
+          echo "==> 安装 Go $GOVER"
+          # go.dev 在部分网络不可达，回退官方中国镜像
+          curl -fsSL "https://go.dev/dl/go${GOVER}.linux-amd64.tar.gz" -o /tmp/go.tgz \
+            || curl -fsSL "https://golang.google.cn/dl/go${GOVER}.linux-amd64.tar.gz" -o /tmp/go.tgz
+          tar -C /usr/local -xzf /tmp/go.tgz
+          /usr/local/go/bin/go version
 
       - name: 构建前端并嵌入（web/dist → internal/webui/dist）
-        run: make web sync-assets
+        run: make web sync-assets || (npm config set registry https://registry.npmmirror.com && make web sync-assets)
 
       - name: 交叉编译发布产物
-        run: scripts/build-release.sh "${GITEA_REF_NAME}"
+        run: |
+          set -euo pipefail
+          export PATH=/usr/local/go/bin:$PATH
+          # 模块代理双层回退：官方代理不可达时走 goproxy.cn
+          export GOPROXY=https://proxy.golang.org,https://goproxy.cn,direct
+          scripts/build-release.sh "${GITEA_REF_NAME}"
 
       # 首个 tag 无上一版本，变更日志段自动省略
       - name: 生成发布说明
         run: |
-          prev=$(git describe --tags --abbrev=0 "${GITEA_SHA}^" 2>/dev/null || true)
+          set -euo pipefail
+          prev=$(git describe --tags --abbrev=0 "HEAD^" 2>/dev/null || true)
+          short=$(git rev-parse --short HEAD)
           {
             echo "## pn ${GITEA_REF_NAME}"
             echo
-            echo "- commit: \`${GITEA_SHA}\`"
+            echo "- commit: \`$short\`"
             echo "- 构建时间: $(date -u '+%Y-%m-%dT%H:%M:%SZ')"
             if [ -n "$prev" ]; then
               echo
               echo "### 自 ${prev} 以来的变更"
               echo
-              git log --oneline --no-decorate "${prev}..${GITEA_SHA}" | sed 's/^/- /'
+              git log --oneline --no-decorate "${prev}..HEAD" | sed 's/^/- /'
             fi
           } > release-notes.md
           cat release-notes.md
 
       - name: 创建 Release 并上传产物
-        uses: https://gitea.com/actions/release-action@main
-        with:
-          files: |-
-            dist/*
-          body_path: release-notes.md
+        env:
+          TOKEN: ${{ secrets.GITEA_TOKEN || secrets.GITHUB_TOKEN }}
+        run: |
+          set -euo pipefail
+          API="$SITE/api/v1/repos/$REPO"
+          AUTH="Authorization: token ${TOKEN}"
+          REQ=$(node -e 'const fs=require("fs");process.stdout.write(JSON.stringify({tag_name:process.env.GITEA_REF_NAME,name:"pn "+process.env.GITEA_REF_NAME,body:fs.readFileSync("release-notes.md","utf8")}))')
+          # 同 tag release 已存在（如重跑）时回退为查询
+          REL=$(curl -fsS -X POST "$API/releases" -H "$AUTH" -H 'Content-Type: application/json' -d "$REQ") \
+            || REL=$(curl -fsS "$API/releases/tags/${GITEA_REF_NAME}" -H "$AUTH")
+          RID=$(node -e 'let s="";process.stdin.on("data",d=>s+=d);process.stdin.on("end",()=>process.stdout.write(String(JSON.parse(s).id))' <<<"$REL")
+          echo "==> release id=$RID"
+          for f in dist/*; do
+            echo "==> 上传 $(basename "$f")"
+            curl -fsS -X POST "$API/releases/$RID/assets?name=$(basename "$f")" -H "$AUTH" -F "attachment=@$f" >/dev/null
+          done
+          echo "==> 完成：$SITE/$REPO/releases/tag/${GITEA_REF_NAME}"