diff --git a/.github/workflows/codeql.yml b/.github/workflows/codeql.yml
new file mode 100644
index 0000000..e05b16e
--- /dev/null
+++ b/.github/workflows/codeql.yml
@@ -0,0 +1,58 @@
+# CodeQL 深度安全扫描（GitHub 官方，公开仓库免费）：Go + JS/TS 两个语言通道。
+# 结果进仓库 Security → Code scanning，PR 上有新增告警会以 check 形式标出。
+# Go 不支持 build-mode none，用 manual：dist 占位满足 //go:embed + gtk 依赖 + 与 wails build 同款 tags。
+name: CodeQL
+
+on:
+  pull_request:
+    branches: [main]
+  push:
+    branches: [main]
+  schedule:
+    - cron: "23 3 * * 1" # 每周一全量扫一次，覆盖新披露的漏洞规则
+
+jobs:
+  analyze:
+    name: codeql (${{ matrix.language }})
+    runs-on: ubuntu-latest
+    permissions:
+      contents: read
+      actions: read
+      security-events: write
+    strategy:
+      fail-fast: false
+      matrix:
+        include:
+          - language: go
+            build-mode: manual
+          - language: javascript-typescript
+            build-mode: none
+    steps:
+      - uses: actions/checkout@v4
+
+      - if: matrix.language == 'go'
+        uses: actions/setup-go@v5
+        with:
+          go-version-file: "go.mod"
+
+      - if: matrix.language == 'go'
+        name: Install Linux dependencies
+        run: |
+          sudo apt-get update
+          sudo apt-get install -y libgtk-3-dev libwebkit2gtk-4.1-dev build-essential pkg-config
+
+      - uses: github/codeql-action/init@v3
+        with:
+          languages: ${{ matrix.language }}
+          build-mode: ${{ matrix.build-mode }}
+
+      # manual 构建必须在 init 之后执行，CodeQL 追踪器才能截获编译过程
+      - if: matrix.language == 'go'
+        name: Manual Go build
+        run: |
+          mkdir -p frontend/dist && touch frontend/dist/index.html
+          go build -tags webkit2_41 ./...
+
+      - uses: github/codeql-action/analyze@v3
+        with:
+          category: "/language:${{ matrix.language }}"
diff --git a/.github/workflows/pr-check.yml b/.github/workflows/pr-check.yml
index c6f41a3..372ce4d 100644
--- a/.github/workflows/pr-check.yml
+++ b/.github/workflows/pr-check.yml
@@ -1,5 +1,9 @@
-# PR 自动检查：三个 job 全绿才允许合并（配合 main 分支保护规则）。
-# 任一检查不过 → PR 红 ❌、合并按钮禁用；修复后 push 自动重跑。
+# PR 自动检查门禁。
+# 必过项（main 分支保护 required）：build-test / frontend-lint / i18n-check —— 任一不过合并按钮禁用。
+# 观察项（暂未设为 required，跑稳后再升级）：typecheck / security / build-macos / build-windows。
+# 深度安全扫描（CodeQL）见 codeql.yml。
+# 注意：frontend/src/wailsjs 为构建时生成、不入库，任何需要完整解析代码的检查
+# （golangci-lint / vue-tsc / 裸 go build）都必须先经 wails build 或 wails generate module。
 name: PR Check
 
 on:
@@ -47,11 +51,59 @@ jobs:
       - name: wails build (linux)
         run: wails build -platform linux/amd64 -tags webkit2_41
 
-      - name: go vet
-        run: go vet ./...
+      # 取代裸 go vet：聚合 staticcheck/errcheck 等几十个检查器。
+      # only-new-issues 只阻断本 PR 引入的新问题，存量问题不追溯，避免惩罚无辜 PR。
+      - name: golangci-lint
+        uses: golangci/golangci-lint-action@v8
+        with:
+          version: latest
+          only-new-issues: true
+
+      - name: go test（含竞态检测 + 覆盖率）
+        run: go test -race -covermode=atomic -coverprofile=coverage.out ./backend/...
 
-      - name: go test
-        run: go test ./backend/...
+      - name: 覆盖率摘要（信息展示，暂不设门槛）
+        run: |
+          go tool cover -func=coverage.out | tail -1 | awk '{printf "### Go 后端测试覆盖率：%s\n", $3}' >> "$GITHUB_STEP_SUMMARY"
+
+  # vue-tsc 类型检查：ESLint 不查类型，models.ts 手动同步出的类型错误只有这里能拦。
+  typecheck:
+    name: typecheck
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v4
+
+      - uses: actions/setup-go@v5
+        with:
+          go-version-file: "go.mod"
+
+      - uses: actions/setup-node@v4
+        with:
+          node-version: "20"
+          cache: npm
+          cache-dependency-path: frontend/package-lock.json
+
+      - name: Install Linux dependencies
+        run: |
+          sudo apt-get update
+          sudo apt-get install -y libgtk-3-dev libwebkit2gtk-4.1-dev build-essential pkg-config
+
+      - name: Install Wails CLI
+        run: go install github.com/wailsapp/wails/v2/cmd/wails@latest
+
+      # dist 占位：根包 //go:embed 要求目录非空，否则绑定生成阶段编译失败
+      - name: Generate wailsjs bindings
+        run: |
+          mkdir -p frontend/dist && touch frontend/dist/index.html
+          wails generate module
+
+      - name: Install dependencies
+        working-directory: frontend
+        run: npm install --force --no-audit --no-fund
+
+      - name: vue-tsc 类型检查
+        working-directory: frontend
+        run: npx vue-tsc --noEmit
 
   frontend-lint:
     name: frontend-lint
@@ -83,3 +135,72 @@ jobs:
 
       - name: i18n 完整性（12 语言 key 对齐 zh-CN；en.json 不得残留中文）
         run: python3 scripts/check_i18n.py frontend/src/locales
+
+  # 依赖漏洞 + 密钥泄露。govulncheck 只查 backend（根包依赖 embed 产物无法独立编译，
+  # 业务逻辑全部在 backend 下，覆盖面足够）。
+  security:
+    name: security
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v4
+
+      - name: govulncheck（Go 依赖与可达代码漏洞）
+        uses: golang/govulncheck-action@v1
+        with:
+          go-version-file: go.mod
+          repo-checkout: false
+          go-package: ./backend/...
+
+      - name: npm audit（high 及以上阻断，豁免清单见脚本头部）
+        working-directory: frontend
+        run: |
+          npm audit --json > /tmp/audit.json || true
+          python3 ../scripts/check_npm_audit.py /tmp/audit.json
+
+      - name: gitleaks 密钥扫描（工作区内容）
+        run: |
+          curl -sSfL -o /tmp/gitleaks.tgz https://github.com/gitleaks/gitleaks/releases/download/v8.21.2/gitleaks_8.21.2_linux_x64.tar.gz
+          tar -xzf /tmp/gitleaks.tgz -C /tmp gitleaks
+          /tmp/gitleaks dir . --no-banner --redact -v
+
+  # 多平台构建：用户主要在 macOS / Windows，平台特定 break 不能拖到发版构建才暴露。
+  # 公开仓库标准 runner 免费，无计费顾虑。
+  build-macos:
+    name: build-macos
+    runs-on: macos-latest
+    steps:
+      - uses: actions/checkout@v4
+
+      - uses: actions/setup-go@v5
+        with:
+          go-version-file: "go.mod"
+
+      - uses: actions/setup-node@v4
+        with:
+          node-version: "20"
+
+      - name: Install Wails CLI
+        run: go install github.com/wailsapp/wails/v2/cmd/wails@latest
+
+      - name: wails build (macos)
+        run: wails build -platform darwin/arm64
+
+  build-windows:
+    name: build-windows
+    runs-on: windows-latest
+    steps:
+      - uses: actions/checkout@v4
+
+      - uses: actions/setup-go@v5
+        with:
+          go-version-file: "go.mod"
+
+      - uses: actions/setup-node@v4
+        with:
+          node-version: "20"
+
+      - name: Install Wails CLI
+        run: go install github.com/wailsapp/wails/v2/cmd/wails@latest
+
+      - name: wails build (windows)
+        run: wails build -platform windows/amd64
diff --git a/.gitleaksignore b/.gitleaksignore
new file mode 100644
index 0000000..30a61e2
--- /dev/null
+++ b/.gitleaksignore
@@ -0,0 +1,8 @@
+# gitleaks 豁免清单：每条必须注明理由；新增豁免前先确认不是真实泄漏。
+
+# OAuth client_id 按协议设计本就公开（出现在每次授权跳转 URL 中），
+# 敏感的是 client_secret，example 文件中该行为占位符
+.env.example:generic-api-key:6
+
+# 内置免费 AI Key（智谱）的 AES-GCM 密文，刻意随源码分发供内置额度使用，非明文泄漏
+backend/internal/service/ai/builtin.go:generic-api-key:15
diff --git a/frontend/package-lock.json b/frontend/package-lock.json
index 1bc5ada..68216f2 100644
--- a/frontend/package-lock.json
+++ b/frontend/package-lock.json
@@ -78,30 +78,30 @@
       }
     },
     "node_modules/@babel/helper-string-parser": {
-      "version": "7.27.1",
-      "resolved": "https://registry.npmjs.org/@babel/helper-string-parser/-/helper-string-parser-7.27.1.tgz",
-      "integrity": "sha512-qMlSxKbpRlAridDExk92nSobyDdpPijUq2DW6oDnUqd0iOGxmQjyqhMIihI9+zv4LPyZdRje2cavWPbCbWm3eA==",
+      "version": "7.29.7",
+      "resolved": "https://registry.npmmirror.com/@babel/helper-string-parser/-/helper-string-parser-7.29.7.tgz",
+      "integrity": "sha512-Pb5ijPrZ89GDH8223L4UP8i6QApWxs04RbPQJTeWDV0/keR2E36MeKnyr6LYmUUvqRRI+Iv87SuF1W6ErINzYw==",
       "license": "MIT",
       "engines": {
         "node": ">=6.9.0"
       }
     },
     "node_modules/@babel/helper-validator-identifier": {
-      "version": "7.28.5",
-      "resolved": "https://registry.npmjs.org/@babel/helper-validator-identifier/-/helper-validator-identifier-7.28.5.tgz",
-      "integrity": "sha512-qSs4ifwzKJSV39ucNjsvc6WVHs6b7S03sOh2OcHF9UHfVPqWWALUsNUVzhSBiItjRZoLHx7nIarVjqKVusUZ1Q==",
+      "version": "7.29.7",
+      "resolved": "https://registry.npmmirror.com/@babel/helper-validator-identifier/-/helper-validator-identifier-7.29.7.tgz",
+      "integrity": "sha512-qehxGkRj55h/ff8EMaJ+cYhyaKlHIxqYDn682wQD7RNp9UujOQsHog2uS0r2vzr4pW+sXf90NeeayjcNaX3fFg==",
       "license": "MIT",
       "engines": {
         "node": ">=6.9.0"
       }
     },
     "node_modules/@babel/parser": {
-      "version": "7.29.0",
-      "resolved": "https://registry.npmjs.org/@babel/parser/-/parser-7.29.0.tgz",
-      "integrity": "sha512-IyDgFV5GeDUVX4YdF/3CPULtVGSXXMLh1xVIgdCgxApktqnQV0r7/8Nqthg+8YLGaAtdyIlo2qIdZrbCv4+7ww==",
+      "version": "7.29.7",
+      "resolved": "https://registry.npmmirror.com/@babel/parser/-/parser-7.29.7.tgz",
+      "integrity": "sha512-hnORnjP/1P/zFEndoeX+n+t1RwWRJiJpM/jO7FW32Kn9r5+sJB2JWOdYo4L6k78j15eCwY3Gm/7364B1EMwtNg==",
       "license": "MIT",
       "dependencies": {
-        "@babel/types": "^7.29.0"
+        "@babel/types": "^7.29.7"
       },
       "bin": {
         "parser": "bin/babel-parser.js"
@@ -111,22 +111,22 @@
       }
     },
     "node_modules/@babel/types": {
-      "version": "7.29.0",
-      "resolved": "https://registry.npmjs.org/@babel/types/-/types-7.29.0.tgz",
-      "integrity": "sha512-LwdZHpScM4Qz8Xw2iKSzS+cfglZzJGvofQICy7W7v4caru4EaAmyUuO6BGrbyQ2mYV11W0U8j5mBhd14dd3B0A==",
+      "version": "7.29.7",
+      "resolved": "https://registry.npmmirror.com/@babel/types/-/types-7.29.7.tgz",
+      "integrity": "sha512-4zBIxpPzowiZpusoFkyGVwakdRJUyuH5PxQ/PrqghfdFWWasvnCdPfQXHrenDai+gyLARulZjZowCOj6fjT4pA==",
       "license": "MIT",
       "dependencies": {
-        "@babel/helper-string-parser": "^7.27.1",
-        "@babel/helper-validator-identifier": "^7.28.5"
+        "@babel/helper-string-parser": "^7.29.7",
+        "@babel/helper-validator-identifier": "^7.29.7"
       },
       "engines": {
         "node": ">=6.9.0"
       }
     },
     "node_modules/@dicebear/adventurer": {
-      "version": "9.3.1",
-      "resolved": "https://registry.npmjs.org/@dicebear/adventurer/-/adventurer-9.3.1.tgz",
-      "integrity": "sha512-MBCA8QtRC4mWbYncFDxI67LxxXMccsORqJS8osD4F/MgOPMJsdoN9QrRfsY/MjO+4NbTSxsVzOhn2nf1WzoLbA==",
+      "version": "9.4.2",
+      "resolved": "https://registry.npmjs.org/@dicebear/adventurer/-/adventurer-9.4.2.tgz",
+      "integrity": "sha512-jqYp834ZmGDA9HBBDQAdgF1O2UTCwHF4vVrktXWa2Dppp1JczPL5HnVOWsjtrLmXNn61Wd6OLmBb2e6rhzp3ig==",
       "license": "(MIT AND CC-BY-4.0)",
       "engines": {
         "node": ">=18.0.0"
@@ -136,9 +136,9 @@
       }
     },
     "node_modules/@dicebear/adventurer-neutral": {
-      "version": "9.3.1",
-      "resolved": "https://registry.npmjs.org/@dicebear/adventurer-neutral/-/adventurer-neutral-9.3.1.tgz",
-      "integrity": "sha512-MKrzLkAGx0cdBVD+XJu6ERhdJjWsjoFS+0nF9MZT17h/m/Q12FSoj+ACoKTEXBS/LBQfQqjA9HstBlSxMzmBdw==",
+      "version": "9.4.2",
+      "resolved": "https://registry.npmjs.org/@dicebear/adventurer-neutral/-/adventurer-neutral-9.4.2.tgz",
+      "integrity": "sha512-5xgkG/mNL4j3Q4SJGQLBU/KnU90tng8Ze5ofThD+55wi0oeY/nSAUowg6UFCmHrktjifj/MEx3CQqbpcPWtfIA==",
       "license": "(MIT AND CC-BY-4.0)",
       "engines": {
         "node": ">=18.0.0"
@@ -148,9 +148,9 @@
       }
     },
     "node_modules/@dicebear/avataaars": {
-      "version": "9.3.1",
-      "resolved": "https://registry.npmjs.org/@dicebear/avataaars/-/avataaars-9.3.1.tgz",
-      "integrity": "sha512-gQwtaTfPVwNAvVktdTjyhGnQtt5ifeE/6XyMX/fUJTTo/uI2NLy4LedzjsibA/DW8xi+TbgUyXlyTaJs0H6MGA==",
+      "version": "9.4.2",
+      "resolved": "https://registry.npmjs.org/@dicebear/avataaars/-/avataaars-9.4.2.tgz",
+      "integrity": "sha512-3x9jKFkOkFSPmpTbt9xvhiU2E1GX7beCSsX0tXRUShj8x6+5Ks9yBRT1VlkySbnXrZ/GglADGg7vJ/D2uIx1Yw==",
       "license": "See LICENSE file",
       "engines": {
         "node": ">=18.0.0"
@@ -160,9 +160,9 @@
       }
     },
     "node_modules/@dicebear/avataaars-neutral": {
-      "version": "9.3.1",
-      "resolved": "https://registry.npmjs.org/@dicebear/avataaars-neutral/-/avataaars-neutral-9.3.1.tgz",
-      "integrity": "sha512-d9enbUJcRfMui0ZESJ9ofJXKJPdqrzKgqefT9fcC8EfOvP0WqVtsUzcPj9l6FYhG1fMDdTsx+A8e//1lCynbQQ==",
+      "version": "9.4.2",
+      "resolved": "https://registry.npmjs.org/@dicebear/avataaars-neutral/-/avataaars-neutral-9.4.2.tgz",
+      "integrity": "sha512-/eNrp0YCNJRwQXqOloLm1+3Ss2C+pMpUQIGkbEnGsP1UK+13Ge80ggDDof1HpdqvG9HAZcKa7hnbG/0HSwyDSw==",
       "license": "See LICENSE file",
       "engines": {
         "node": ">=18.0.0"
@@ -172,9 +172,9 @@
       }
     },
     "node_modules/@dicebear/big-ears": {
-      "version": "9.3.1",
-      "resolved": "https://registry.npmjs.org/@dicebear/big-ears/-/big-ears-9.3.1.tgz",
-      "integrity": "sha512-JN2ZlrSvpKJNyRAFzyeg+Y5wBG0EZQc8Ds5bZIHkf2/uaLUQIeDT1At2Sr7hSJDKSYZ8z83H6ckbzpDl5b9MzQ==",
+      "version": "9.4.2",
+      "resolved": "https://registry.npmjs.org/@dicebear/big-ears/-/big-ears-9.4.2.tgz",
+      "integrity": "sha512-mNfz3ppNA7UBq0IO3nXCiV5pFPG7c1DfzRB0foNU2Wo1XXT8FIcSY2BvDlYqorZTOUOz7dHb0vx06hqvG0HP5w==",
       "license": "(MIT AND CC-BY-4.0)",
       "engines": {
         "node": ">=18.0.0"
@@ -184,9 +184,9 @@
       }
     },
     "node_modules/@dicebear/big-ears-neutral": {
-      "version": "9.3.1",
-      "resolved": "https://registry.npmjs.org/@dicebear/big-ears-neutral/-/big-ears-neutral-9.3.1.tgz",
-      "integrity": "sha512-Fvw/GoT+3q77zwUbHOujGujQ4oVgtoOXE7ByfxcPeVcaUUTRARpWXlNwUBg0zt+o/Dfv875awpt3sIgKuecGsw==",
+      "version": "9.4.2",
+      "resolved": "https://registry.npmjs.org/@dicebear/big-ears-neutral/-/big-ears-neutral-9.4.2.tgz",
+      "integrity": "sha512-M8Ozmzza4eY4hpLOYULgJxMYmBA0CsBnrE15/xw6LZkEREXnrX5z0NJsf8hUfdyF6BWZ+RBgzoiav32DAC5zcg==",
       "license": "(MIT AND CC-BY-4.0)",
       "engines": {
         "node": ">=18.0.0"
@@ -196,9 +196,9 @@
       }
     },
     "node_modules/@dicebear/big-smile": {
-      "version": "9.3.1",
-      "resolved": "https://registry.npmjs.org/@dicebear/big-smile/-/big-smile-9.3.1.tgz",
-      "integrity": "sha512-c5USb4n3Zw32WIJUZqc2+mCe3vbN6XJtZjKtFbisFujMAX6I3avRf6S1JBbm5oT86ynGH6P1/EZ2K7WkThfEBg==",
+      "version": "9.4.2",
+      "resolved": "https://registry.npmjs.org/@dicebear/big-smile/-/big-smile-9.4.2.tgz",
+      "integrity": "sha512-hmT5i7rcPPhStjZyg28pbIhdTnnMBzK3RObI0vKCpY30EFrzaPkkdDL6Ck5fAFBdvDIW1EpOJkenyR0XPmhgbQ==",
       "license": "(MIT AND CC-BY-4.0)",
       "engines": {
         "node": ">=18.0.0"
@@ -208,9 +208,9 @@
       }
     },
     "node_modules/@dicebear/bottts": {
-      "version": "9.3.1",
-      "resolved": "https://registry.npmjs.org/@dicebear/bottts/-/bottts-9.3.1.tgz",
-      "integrity": "sha512-qIPokserYLIwpScbsvFADwspBfa1Mg8JFEtYcXYcbPLnNek8bZiAhpQSc1bHSqHjm10bFEjvTr0opSNr72CBzw==",
+      "version": "9.4.2",
+      "resolved": "https://registry.npmjs.org/@dicebear/bottts/-/bottts-9.4.2.tgz",
+      "integrity": "sha512-tsx+dII7EFUCVA8URj66G1GqORCCVduCAx4dY2prEY2IeFianVpkntXuFsWZ9BBGx1NZFndvDith5oTwKMQPbQ==",
       "license": "See LICENSE file",
       "engines": {
         "node": ">=18.0.0"
@@ -220,9 +220,9 @@
       }
     },
     "node_modules/@dicebear/bottts-neutral": {
-      "version": "9.3.1",
-      "resolved": "https://registry.npmjs.org/@dicebear/bottts-neutral/-/bottts-neutral-9.3.1.tgz",
-      "integrity": "sha512-Ea3dZ7/absDmedpFIZp+yoeS6Dq0sZ8W87xw39SS45Mr1s3i4lVd/0XWc9U5QBl0XrP4CQKB7b2QpcSY4tIYtg==",
+      "version": "9.4.2",
+      "resolved": "https://registry.npmjs.org/@dicebear/bottts-neutral/-/bottts-neutral-9.4.2.tgz",
+      "integrity": "sha512-kFNwWt6j+gzZ5n5Pz7WVwePubREAQOF8ZwWA9ztwVYDVMLnOChWbAofy5FED4j5md2MXFH2EgLCFCMr5K2BmIA==",
       "license": "See LICENSE file",
       "engines": {
         "node": ">=18.0.0"
@@ -232,42 +232,42 @@
       }
     },
     "node_modules/@dicebear/collection": {
-      "version": "9.3.1",
-      "resolved": "https://registry.npmjs.org/@dicebear/collection/-/collection-9.3.1.tgz",
-      "integrity": "sha512-3hDYu9K4quu9jiXQTno2e0AyBzmrqm1PE6Mw7u2gYOZZ5GsSqrDdNHQODShyzqDF1LuyypZY4XN4YjFJ6fWqig==",
-      "license": "MIT",
-      "dependencies": {
-        "@dicebear/adventurer": "9.3.1",
-        "@dicebear/adventurer-neutral": "9.3.1",
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+        "@vue/compiler-ssr": "3.5.35",
+        "@vue/shared": "3.5.35",
         "estree-walker": "^2.0.2",
         "magic-string": "^0.30.21",
-        "postcss": "^8.5.6",
+        "postcss": "^8.5.15",
         "source-map-js": "^1.2.1"
       }
     },
     "node_modules/radix-vue/node_modules/@vue/compiler-ssr": {
-      "version": "3.5.29",
-      "resolved": "https://registry.npmjs.org/@vue/compiler-ssr/-/compiler-ssr-3.5.29.tgz",
-      "integrity": "sha512-Y/ARJZE6fpjzL5GH/phJmsFwx3g6t2KmHKHx5q+MLl2kencADKIrhH5MLF6HHpRMmlRAYBRSvv347Mepf1zVNw==",
+      "version": "3.5.35",
+      "resolved": "https://registry.npmmirror.com/@vue/compiler-ssr/-/compiler-ssr-3.5.35.tgz",
+      "integrity": "sha512-rGhAeXgdM7/ffTJGXT69rCCdTmjDewnFuUZfBQQHTdcEBeWdT5HCGY60y2ytLJr9/Dsu7IntUi5z/w0h6Rjnzw==",
       "license": "MIT",
       "peer": true,
       "dependencies": {
-        "@vue/compiler-dom": "3.5.29",
-        "@vue/shared": "3.5.29"
+        "@vue/compiler-dom": "3.5.35",
+        "@vue/shared": "3.5.35"
       }
     },
     "node_modules/radix-vue/node_modules/@vue/reactivity": {
-      "version": "3.5.29",
-      "resolved": "https://registry.npmjs.org/@vue/reactivity/-/reactivity-3.5.29.tgz",
-      "integrity": "sha512-zcrANcrRdcLtmGZETBxWqIkoQei8HaFpZWx/GHKxx79JZsiZ8j1du0VUJtu4eJjgFvU/iKL5lRXFXksVmI+5DA==",
+      "version": "3.5.35",
+      "resolved": "https://registry.npmmirror.com/@vue/reactivity/-/reactivity-3.5.35.tgz",
+      "integrity": "sha512-tVc+SsHConvh/Lz64qq1pP3rYArBmK42xonovEcxY74SQtvctZodG/zhq54P5dr38cVuw25d27cPNRdlMidpGQ==",
       "license": "MIT",
       "peer": true,
       "dependencies": {
-        "@vue/shared": "3.5.29"
+        "@vue/shared": "3.5.35"
       }
     },
     "node_modules/radix-vue/node_modules/@vue/runtime-core": {
-      "version": "3.5.29",
-      "resolved": "https://registry.npmjs.org/@vue/runtime-core/-/runtime-core-3.5.29.tgz",
-      "integrity": "sha512-8DpW2QfdwIWOLqtsNcds4s+QgwSaHSJY/SUe04LptianUQ/0xi6KVsu/pYVh+HO3NTVvVJjIPL2t6GdeKbS4Lg==",
+      "version": "3.5.35",
+      "resolved": "https://registry.npmmirror.com/@vue/runtime-core/-/runtime-core-3.5.35.tgz",
+      "integrity": "sha512-A/xFNX9loIcWDygeQuNCfKuh0CoYBzxhqEMNah5TSFg9Z53DrFYEN2qi5CU9necjM1OWYegYREUTHmXTmhfXtg==",
       "license": "MIT",
       "peer": true,
       "dependencies": {
-        "@vue/reactivity": "3.5.29",
-        "@vue/shared": "3.5.29"
+        "@vue/reactivity": "3.5.35",
+        "@vue/shared": "3.5.35"
       }
     },
     "node_modules/radix-vue/node_modules/@vue/runtime-dom": {
-      "version": "3.5.29",
-      "resolved": "https://registry.npmjs.org/@vue/runtime-dom/-/runtime-dom-3.5.29.tgz",
-      "integrity": "sha512-AHvvJEtcY9tw/uk+s/YRLSlxxQnqnAkjqvK25ZiM4CllCZWzElRAoQnCM42m9AHRLNJ6oe2kC5DCgD4AUdlvXg==",
+      "version": "3.5.35",
+      "resolved": "https://registry.npmmirror.com/@vue/runtime-dom/-/runtime-dom-3.5.35.tgz",
+      "integrity": "sha512-odrJ1C391dbGnyDRh8U+rnP7J2amIEzfmRk5vXy7xi3aZhEXofTvpi0T4HJb6jlNqQZTNPR5MPHSB3RHNkIORA==",
       "license": "MIT",
       "peer": true,
       "dependencies": {
-        "@vue/reactivity": "3.5.29",
-        "@vue/runtime-core": "3.5.29",
-        "@vue/shared": "3.5.29",
+        "@vue/reactivity": "3.5.35",
+        "@vue/runtime-core": "3.5.35",
+        "@vue/shared": "3.5.35",
         "csstype": "^3.2.3"
       }
     },
     "node_modules/radix-vue/node_modules/@vue/shared": {
-      "version": "3.5.29",
-      "resolved": "https://registry.npmjs.org/@vue/shared/-/shared-3.5.29.tgz",
-      "integrity": "sha512-w7SR0A5zyRByL9XUkCfdLs7t9XOHUyJ67qPGQjOou3p6GvBeBW+AVjUUmlxtZ4PIYaRvE+1LmK44O4uajlZwcg==",
+      "version": "3.5.35",
+      "resolved": "https://registry.npmmirror.com/@vue/shared/-/shared-3.5.35.tgz",
+      "integrity": "sha512-zSbjL7gRXwks2ZQLRGCajBtBXEOXW9Ddhn/HvSdrGkE2dqGnumzW8XtusRrxrE9LvqtiqDXQ+A60Hp6mvdYxfA==",
       "license": "MIT",
       "peer": true
     },
@@ -5571,31 +5598,31 @@
       }
     },
     "node_modules/radix-vue/node_modules/@vueuse/core/node_modules/@vue/server-renderer": {
-      "version": "3.5.29",
-      "resolved": "https://registry.npmjs.org/@vue/server-renderer/-/server-renderer-3.5.29.tgz",
-      "integrity": "sha512-G/1k6WK5MusLlbxSE2YTcqAAezS+VuwHhOvLx2KnQU7G2zCH6KIb+5Wyt6UjMq7a3qPzNEjJXs1hvAxDclQH+g==",
+      "version": "3.5.35",
+      "resolved": "https://registry.npmmirror.com/@vue/server-renderer/-/server-renderer-3.5.35.tgz",
+      "integrity": "sha512-NkebSOYdB97wi8OQcO3HqzZSlymJi/aWsN/7h74OSVhRTm6qGs3Jp3e0rCXynmWwSlKeRrnlIug+ilYoHBmQDA==",
       "license": "MIT",
       "peer": true,
       "dependencies": {
-        "@vue/compiler-ssr": "3.5.29",
-        "@vue/shared": "3.5.29"
+        "@vue/compiler-ssr": "3.5.35",
+        "@vue/shared": "3.5.35"
       },
       "peerDependencies": {
-        "vue": "3.5.29"
+        "vue": "3.5.35"
       }
     },
     "node_modules/radix-vue/node_modules/@vueuse/core/node_modules/vue": {
-      "version": "3.5.29",
-      "resolved": "https://registry.npmjs.org/vue/-/vue-3.5.29.tgz",
-      "integrity": "sha512-BZqN4Ze6mDQVNAni0IHeMJ5mwr8VAJ3MQC9FmprRhcBYENw+wOAAjRj8jfmN6FLl0j96OXbR+CjWhmAmM+QGnA==",
+      "version": "3.5.35",
+      "resolved": "https://registry.npmmirror.com/vue/-/vue-3.5.35.tgz",
+      "integrity": "sha512-cx89fnr+0kVGHiNFG6y6s0bdjypJRFNZn6x3WPstNdQR1bi1mbB7h4v5IBGTsPJU3nK1+0Iqj3Zf+hZWMieR4Q==",
       "license": "MIT",
       "peer": true,
       "dependencies": {
-        "@vue/compiler-dom": "3.5.29",
-        "@vue/compiler-sfc": "3.5.29",
-        "@vue/runtime-dom": "3.5.29",
-        "@vue/server-renderer": "3.5.29",
-        "@vue/shared": "3.5.29"
+        "@vue/compiler-dom": "3.5.35",
+        "@vue/compiler-sfc": "3.5.35",
+        "@vue/runtime-dom": "3.5.35",
+        "@vue/server-renderer": "3.5.35",
+        "@vue/shared": "3.5.35"
       },
       "peerDependencies": {
         "typescript": "*"
@@ -5654,31 +5681,31 @@
       }
     },
     "node_modules/radix-vue/node_modules/@vueuse/shared/node_modules/@vue/server-renderer": {
-      "version": "3.5.29",
-      "resolved": "https://registry.npmjs.org/@vue/server-renderer/-/server-renderer-3.5.29.tgz",
-      "integrity": "sha512-G/1k6WK5MusLlbxSE2YTcqAAezS+VuwHhOvLx2KnQU7G2zCH6KIb+5Wyt6UjMq7a3qPzNEjJXs1hvAxDclQH+g==",
+      "version": "3.5.35",
+      "resolved": "https://registry.npmmirror.com/@vue/server-renderer/-/server-renderer-3.5.35.tgz",
+      "integrity": "sha512-NkebSOYdB97wi8OQcO3HqzZSlymJi/aWsN/7h74OSVhRTm6qGs3Jp3e0rCXynmWwSlKeRrnlIug+ilYoHBmQDA==",
       "license": "MIT",
       "peer": true,
       "dependencies": {
-        "@vue/compiler-ssr": "3.5.29",
-        "@vue/shared": "3.5.29"
+        "@vue/compiler-ssr": "3.5.35",
+        "@vue/shared": "3.5.35"
       },
       "peerDependencies": {
-        "vue": "3.5.29"
+        "vue": "3.5.35"
       }
     },
     "node_modules/radix-vue/node_modules/@vueuse/shared/node_modules/vue": {
-      "version": "3.5.29",
-      "resolved": "https://registry.npmjs.org/vue/-/vue-3.5.29.tgz",
-      "integrity": "sha512-BZqN4Ze6mDQVNAni0IHeMJ5mwr8VAJ3MQC9FmprRhcBYENw+wOAAjRj8jfmN6FLl0j96OXbR+CjWhmAmM+QGnA==",
+      "version": "3.5.35",
+      "resolved": "https://registry.npmmirror.com/vue/-/vue-3.5.35.tgz",
+      "integrity": "sha512-cx89fnr+0kVGHiNFG6y6s0bdjypJRFNZn6x3WPstNdQR1bi1mbB7h4v5IBGTsPJU3nK1+0Iqj3Zf+hZWMieR4Q==",
       "license": "MIT",
       "peer": true,
       "dependencies": {
-        "@vue/compiler-dom": "3.5.29",
-        "@vue/compiler-sfc": "3.5.29",
-        "@vue/runtime-dom": "3.5.29",
-        "@vue/server-renderer": "3.5.29",
-        "@vue/shared": "3.5.29"
+        "@vue/compiler-dom": "3.5.35",
+        "@vue/compiler-sfc": "3.5.35",
+        "@vue/runtime-dom": "3.5.35",
+        "@vue/server-renderer": "3.5.35",
+        "@vue/shared": "3.5.35"
       },
       "peerDependencies": {
         "typescript": "*"
@@ -5717,7 +5744,7 @@
     },
     "node_modules/radix-vue/node_modules/entities": {
       "version": "7.0.1",
-      "resolved": "https://registry.npmjs.org/entities/-/entities-7.0.1.tgz",
+      "resolved": "https://registry.npmmirror.com/entities/-/entities-7.0.1.tgz",
       "integrity": "sha512-TWrgLOFUQTH994YUyl1yT4uyavY5nNB5muff+RtWaqNVCAK408b5ZnnbNAUEWLTCpum9w6arT70i1XdQ4UeOPA==",
       "license": "BSD-2-Clause",
       "peer": true,
@@ -5787,13 +5814,13 @@
       "license": "MIT"
     },
     "node_modules/rollup": {
-      "version": "4.57.1",
-      "resolved": "https://registry.npmjs.org/rollup/-/rollup-4.57.1.tgz",
-      "integrity": "sha512-oQL6lgK3e2QZeQ7gcgIkS2YZPg5slw37hYufJ3edKlfQSGGm8ICoxswK15ntSzF/a8+h7ekRy7k7oWc3BQ7y8A==",
+      "version": "4.61.1",
+      "resolved": "https://registry.npmjs.org/rollup/-/rollup-4.61.1.tgz",
+      "integrity": "sha512-I4KW6iuRpuu2uHBLraZ1wNZe0DP7lnRha+VJ9tNaYVaVgKhW0aI3h4RYnoRPeql0flHm/Co55b7snEDcOfOJrA==",
       "dev": true,
       "license": "MIT",
       "dependencies": {
-        "@types/estree": "1.0.8"
+        "@types/estree": "1.0.9"
       },
       "bin": {
         "rollup": "dist/bin/rollup"
@@ -5803,31 +5830,31 @@
         "npm": ">=8.0.0"
       },
       "optionalDependencies": {
-        "@rollup/rollup-android-arm-eabi": "4.57.1",
-        "@rollup/rollup-android-arm64": "4.57.1",
-        "@rollup/rollup-darwin-arm64": "4.57.1",
-        "@rollup/rollup-darwin-x64": "4.57.1",
-        "@rollup/rollup-freebsd-arm64": "4.57.1",
-        "@rollup/rollup-freebsd-x64": "4.57.1",
-        "@rollup/rollup-linux-arm-gnueabihf": "4.57.1",
-        "@rollup/rollup-linux-arm-musleabihf": "4.57.1",
-        "@rollup/rollup-linux-arm64-gnu": "4.57.1",
-        "@rollup/rollup-linux-arm64-musl": "4.57.1",
-        "@rollup/rollup-linux-loong64-gnu": "4.57.1",
-        "@rollup/rollup-linux-loong64-musl": "4.57.1",
-        "@rollup/rollup-linux-ppc64-gnu": "4.57.1",
-        "@rollup/rollup-linux-ppc64-musl": "4.57.1",
-        "@rollup/rollup-linux-riscv64-gnu": "4.57.1",
-        "@rollup/rollup-linux-riscv64-musl": "4.57.1",
-        "@rollup/rollup-linux-s390x-gnu": "4.57.1",
-        "@rollup/rollup-linux-x64-gnu": "4.57.1",
-        "@rollup/rollup-linux-x64-musl": "4.57.1",
-        "@rollup/rollup-openbsd-x64": "4.57.1",
-        "@rollup/rollup-openharmony-arm64": "4.57.1",
-        "@rollup/rollup-win32-arm64-msvc": "4.57.1",
-        "@rollup/rollup-win32-ia32-msvc": "4.57.1",
-        "@rollup/rollup-win32-x64-gnu": "4.57.1",
-        "@rollup/rollup-win32-x64-msvc": "4.57.1",
+        "@rollup/rollup-android-arm-eabi": "4.61.1",
+        "@rollup/rollup-android-arm64": "4.61.1",
+        "@rollup/rollup-darwin-arm64": "4.61.1",
+        "@rollup/rollup-darwin-x64": "4.61.1",
+        "@rollup/rollup-freebsd-arm64": "4.61.1",
+        "@rollup/rollup-freebsd-x64": "4.61.1",
+        "@rollup/rollup-linux-arm-gnueabihf": "4.61.1",
+        "@rollup/rollup-linux-arm-musleabihf": "4.61.1",
+        "@rollup/rollup-linux-arm64-gnu": "4.61.1",
+        "@rollup/rollup-linux-arm64-musl": "4.61.1",
+        "@rollup/rollup-linux-loong64-gnu": "4.61.1",
+        "@rollup/rollup-linux-loong64-musl": "4.61.1",
+        "@rollup/rollup-linux-ppc64-gnu": "4.61.1",
+        "@rollup/rollup-linux-ppc64-musl": "4.61.1",
+        "@rollup/rollup-linux-riscv64-gnu": "4.61.1",
+        "@rollup/rollup-linux-riscv64-musl": "4.61.1",
+        "@rollup/rollup-linux-s390x-gnu": "4.61.1",
+        "@rollup/rollup-linux-x64-gnu": "4.61.1",
+        "@rollup/rollup-linux-x64-musl": "4.61.1",
+        "@rollup/rollup-openbsd-x64": "4.61.1",
+        "@rollup/rollup-openharmony-arm64": "4.61.1",
+        "@rollup/rollup-win32-arm64-msvc": "4.61.1",
+        "@rollup/rollup-win32-ia32-msvc": "4.61.1",
+        "@rollup/rollup-win32-x64-gnu": "4.61.1",
+        "@rollup/rollup-win32-x64-msvc": "4.61.1",
         "fsevents": "~2.3.2"
       }
     },
diff --git a/frontend/package.json b/frontend/package.json
index 1d9d580..31723f0 100644
--- a/frontend/package.json
+++ b/frontend/package.json
@@ -91,5 +91,9 @@
     "vue-tsc": "^3.2.1",
     "vue3-emoji-picker": "^1.1.8",
     "vuedraggable": "^4.1.0"
+  },
+  "overrides": {
+    "katex": "$katex",
+    "dompurify": "^3.3.4"
   }
 }
diff --git a/frontend/src/interfaces/theme.ts b/frontend/src/interfaces/theme.ts
index 52f6258..48f5f4e 100644
--- a/frontend/src/interfaces/theme.ts
+++ b/frontend/src/interfaces/theme.ts
@@ -10,6 +10,8 @@ export interface IThemeConfigArrayField {
   note?: string
   card?: string
   options?: IThemeConfigItemOption[]
+  // 字段默认值，来自主题 config.json，重置单项配置时回填
+  value?: unknown
 }
 
 export interface IThemeConfigItem {
@@ -42,4 +44,6 @@ export interface ITheme {
   feedCount: number
   postPath: string
   tagPath: string
+  // 与 domain.ThemeConfig.KatexEnabled 对应；老配置可能缺省（后端反序列化默认 true）
+  katexEnabled?: boolean
 }
diff --git a/frontend/src/views/articles/editor/components/ArticleSettingsDrawer.vue b/frontend/src/views/articles/editor/components/ArticleSettingsDrawer.vue
index 25bd475..3991e22 100644
--- a/frontend/src/views/articles/editor/components/ArticleSettingsDrawer.vue
+++ b/frontend/src/views/articles/editor/components/ArticleSettingsDrawer.vue
@@ -178,7 +178,7 @@ const props = defineProps<{
     form: ArticleFormState
     tagInput: string
     availableTags: string[]
-    availableCategories: { name: string; slug: string }[]  // 分类对象列表
+    availableCategories: { name: string; slug: string; id: string }[]  // 分类对象列表，id 为 UUID
     dateValue: DateValue
     dateTimeValue: string
     featureDisplayValue: string
diff --git a/frontend/src/views/theme/components/CustomSetting.vue b/frontend/src/views/theme/components/CustomSetting.vue
index 62dd51f..202294f 100644
--- a/frontend/src/views/theme/components/CustomSetting.vue
+++ b/frontend/src/views/theme/components/CustomSetting.vue
@@ -298,10 +298,10 @@ const currentThemeConfig = computed<IThemeConfigItem[]>(() => {
 
 const groups = computed(() => {
   if (!currentThemeConfig.value.length) return []
-  let list = currentThemeConfig.value.map((item) => item.group)
-  list = list.filter((g) => g) // filter undefined or null
-  list = [...new Set(list)]
-  return list
+  const list = currentThemeConfig.value
+    .map((item) => item.group)
+    .filter((g): g is string => Boolean(g)) // 类型谓词收窄，剔除 undefined/null/空串
+  return [...new Set(list)]
 })
 
 const activeGroup = ref('')
@@ -429,8 +429,10 @@ const handleImageUpload = async (formItemName: string, arrayFieldItemName?: stri
 
 const resetFormItem = (formItemName: string, arrayFieldItemName?: string, configItemIndex?: number) => {
   const originalItem = currentThemeConfig.value.find((item) => item.name === formItemName)
+  if (!originalItem) return
   if (arrayFieldItemName && typeof configItemIndex === 'number') {
-    const foundItem = originalItem?.arrayItems?.find((item) => item.name === arrayFieldItemName)
+    const foundItem = originalItem.arrayItems?.find((item) => item.name === arrayFieldItemName)
+    if (!foundItem) return
     form[formItemName][configItemIndex][arrayFieldItemName] = foundItem.value
   } else {
     form[formItemName] = originalItem.value
diff --git a/go.mod b/go.mod
index 1c9d1be..4dc02a2 100644
--- a/go.mod
+++ b/go.mod
@@ -9,7 +9,7 @@ require (
 	github.com/esiqveland/notify v0.13.3
 	github.com/flosch/pongo2/v6 v6.0.0
 	github.com/fsnotify/fsnotify v1.9.0
-	github.com/go-git/go-git/v5 v5.16.5
+	github.com/go-git/go-git/v5 v5.17.1
 	github.com/godbus/dbus/v5 v5.2.2
 	github.com/gosimple/slug v1.15.0
 	github.com/jlaffaye/ftp v0.2.0
@@ -23,9 +23,9 @@ require (
 	github.com/wailsapp/wails/v2 v2.12.0
 	github.com/yuin/goldmark v1.7.16
 	github.com/zalando/go-keyring v0.2.8
-	golang.org/x/crypto v0.48.0
+	golang.org/x/crypto v0.52.0
 	golang.org/x/image v0.38.0
-	golang.org/x/net v0.50.0
+	golang.org/x/net v0.55.0
 	golang.org/x/sync v0.20.0
 	gopkg.in/yaml.v3 v3.0.1
 	modernc.org/quickjs v0.17.1
@@ -39,7 +39,7 @@ require (
 	github.com/bahlo/generic-list-go v0.2.0 // indirect
 	github.com/bep/debounce v1.2.1 // indirect
 	github.com/buger/jsonparser v1.1.1 // indirect
-	github.com/cloudflare/circl v1.6.1 // indirect
+	github.com/cloudflare/circl v1.6.3 // indirect
 	github.com/cyphar/filepath-securejoin v0.4.1 // indirect
 	github.com/danieljoos/wincred v1.2.3 // indirect
 	github.com/dlclark/regexp2 v1.11.5 // indirect
@@ -47,7 +47,7 @@ require (
 	github.com/dustin/go-humanize v1.0.1 // indirect
 	github.com/emirpasic/gods v1.18.1 // indirect
 	github.com/go-git/gcfg v1.5.1-0.20230307220236-3a3c6141e376 // indirect
-	github.com/go-git/go-billy/v5 v5.6.2 // indirect
+	github.com/go-git/go-billy/v5 v5.8.0 // indirect
 	github.com/go-ole/go-ole v1.3.0 // indirect
 	github.com/go-sourcemap/sourcemap v2.1.4+incompatible // indirect
 	github.com/golang/groupcache v0.0.0-20241129210726-2c02b8208cf8 // indirect
@@ -91,8 +91,8 @@ require (
 	github.com/xanzy/ssh-agent v0.3.3 // indirect
 	github.com/yosida95/uritemplate/v3 v3.0.2 // indirect
 	golang.org/x/exp v0.0.0-20251023183803-a4bb9ffd2546 // indirect
-	golang.org/x/sys v0.41.0 // indirect
-	golang.org/x/text v0.35.0 // indirect
+	golang.org/x/sys v0.45.0 // indirect
+	golang.org/x/text v0.37.0 // indirect
 	gopkg.in/warnings.v0 v0.1.2 // indirect
 	modernc.org/libc v1.67.1 // indirect
 	modernc.org/libquickjs v0.12.3 // indirect
diff --git a/go.sum b/go.sum
index fc4a55e..62d7fff 100644
--- a/go.sum
+++ b/go.sum
@@ -24,8 +24,8 @@ github.com/bluele/gcache v0.0.2 h1:WcbfdXICg7G/DGBh1PFfcirkWOQV+v077yF1pSy3DGw=
 github.com/bluele/gcache v0.0.2/go.mod h1:m15KV+ECjptwSPxKhOhQoAFQVtUFjTVkc3H8o0t/fp0=
 github.com/buger/jsonparser v1.1.1 h1:2PnMjfWD7wBILjqQbt530v576A/cAbQvEW9gGIpYMUs=
 github.com/buger/jsonparser v1.1.1/go.mod h1:6RYKKt7H4d4+iWqouImQ9R2FZql3VbhNgx27UK13J/0=
-github.com/cloudflare/circl v1.6.1 h1:zqIqSPIndyBh1bjLVVDHMPpVKqp8Su/V+6MeDzzQBQ0=
-github.com/cloudflare/circl v1.6.1/go.mod h1:uddAzsPgqdMAYatqJ0lsjX1oECcQLIlRpzZh3pJrofs=
+github.com/cloudflare/circl v1.6.3 h1:9GPOhQGF9MCYUeXyMYlqTR6a5gTrgR/fBLXvUgtVcg8=
+github.com/cloudflare/circl v1.6.3/go.mod h1:2eXP6Qfat4O/Yhh8BznvKnJ+uzEoTQ6jVKJRn81BiS4=
 github.com/cyphar/filepath-securejoin v0.4.1 h1:JyxxyPEaktOD+GAnqIqTf9A8tHyAG22rowi7HkoSU1s=
 github.com/cyphar/filepath-securejoin v0.4.1/go.mod h1:Sdj7gXlvMcPZsbhwhQ33GguGLDGQL7h7bg04C/+u9jI=
 github.com/danieljoos/wincred v1.2.3 h1:v7dZC2x32Ut3nEfRH+vhoZGvN72+dQ/snVXo/vMFLdQ=
@@ -57,12 +57,12 @@ github.com/gliderlabs/ssh v0.3.8 h1:a4YXD1V7xMF9g5nTkdfnja3Sxy1PVDCj1Zg4Wb8vY6c=
 github.com/gliderlabs/ssh v0.3.8/go.mod h1:xYoytBv1sV0aL3CavoDuJIQNURXkkfPA/wxQ1pL1fAU=
 github.com/go-git/gcfg v1.5.1-0.20230307220236-3a3c6141e376 h1:+zs/tPmkDkHx3U66DAb0lQFJrpS6731Oaa12ikc+DiI=
 github.com/go-git/gcfg v1.5.1-0.20230307220236-3a3c6141e376/go.mod h1:an3vInlBmSxCcxctByoQdvwPiA7DTK7jaaFDBTtu0ic=
-github.com/go-git/go-billy/v5 v5.6.2 h1:6Q86EsPXMa7c3YZ3aLAQsMA0VlWmy43r6FHqa/UNbRM=
-github.com/go-git/go-billy/v5 v5.6.2/go.mod h1:rcFC2rAsp/erv7CMz9GczHcuD0D32fWzH+MJAU+jaUU=
+github.com/go-git/go-billy/v5 v5.8.0 h1:I8hjc3LbBlXTtVuFNJuwYuMiHvQJDq1AT6u4DwDzZG0=
+github.com/go-git/go-billy/v5 v5.8.0/go.mod h1:RpvI/rw4Vr5QA+Z60c6d6LXH0rYJo0uD5SqfmrrheCY=
 github.com/go-git/go-git-fixtures/v4 v4.3.2-0.20231010084843-55a94097c399 h1:eMje31YglSBqCdIqdhKBW8lokaMrL3uTkpGYlE2OOT4=
 github.com/go-git/go-git-fixtures/v4 v4.3.2-0.20231010084843-55a94097c399/go.mod h1:1OCfN199q1Jm3HZlxleg+Dw/mwps2Wbk9frAWm+4FII=
-github.com/go-git/go-git/v5 v5.16.5 h1:mdkuqblwr57kVfXri5TTH+nMFLNUxIj9Z7F5ykFbw5s=
-github.com/go-git/go-git/v5 v5.16.5/go.mod h1:QOMLpNf1qxuSY4StA/ArOdfFR2TrKEjJiye2kel2m+M=
+github.com/go-git/go-git/v5 v5.17.1 h1:WnljyxIzSj9BRRUlnmAU35ohDsjRK0EKmL0evDqi5Jk=
+github.com/go-git/go-git/v5 v5.17.1/go.mod h1:pW/VmeqkanRFqR6AljLcs7EA7FbZaN5MQqO7oZADXpo=
 github.com/go-ole/go-ole v1.3.0 h1:Dt6ye7+vXGIKZ7Xtk4s6/xVdGDQynvom7xCFEdWr6uE=
 github.com/go-ole/go-ole v1.3.0/go.mod h1:5LS6F96DhAwUc7C+1HLexzMXY1xGRSryjyPPKW6zv78=
 github.com/go-sourcemap/sourcemap v2.1.4+incompatible h1:a+iTbH5auLKxaNwQFg0B+TCYl6lbukKPc7b5x0n1s6Q=
@@ -217,19 +217,19 @@ golang.org/x/crypto v0.0.0-20190308221718-c2843e01d9a2/go.mod h1:djNgcEr1/C05ACk
 golang.org/x/crypto v0.0.0-20210220033148-5ea612d1eb83/go.mod h1:jdWPYTVW3xRLrWPugEBEK3UY2ZEsg3UU495nc5E+M+I=
 golang.org/x/crypto v0.0.0-20211209193657-4570a0811e8b/go.mod h1:IxCIyHEi3zRg3s0A5j5BB6A9Jmi73HwBIUl50j+osU4=
 golang.org/x/crypto v0.0.0-20220622213112-05595931fe9d/go.mod h1:IxCIyHEi3zRg3s0A5j5BB6A9Jmi73HwBIUl50j+osU4=
-golang.org/x/crypto v0.48.0 h1:/VRzVqiRSggnhY7gNRxPauEQ5Drw9haKdM0jqfcCFts=
-golang.org/x/crypto v0.48.0/go.mod h1:r0kV5h3qnFPlQnBSrULhlsRfryS2pmewsg+XfMgkVos=
+golang.org/x/crypto v0.52.0 h1:RMs7fP2rXdep0CftQlK8Uf+kibLm7qkCcradZWYz988=
+golang.org/x/crypto v0.52.0/go.mod h1:1QgfPxDqh0T2M/elOJtp9RvuR95kVjir0e6/BvEmGbc=
 golang.org/x/exp v0.0.0-20251023183803-a4bb9ffd2546 h1:mgKeJMpvi0yx/sU5GsxQ7p6s2wtOnGAHZWCHUM4KGzY=
 golang.org/x/exp v0.0.0-20251023183803-a4bb9ffd2546/go.mod h1:j/pmGrbnkbPtQfxEe5D0VQhZC6qKbfKifgD0oM7sR70=
 golang.org/x/image v0.38.0 h1:5l+q+Y9JDC7mBOMjo4/aPhMDcxEptsX+Tt3GgRQRPuE=
 golang.org/x/image v0.38.0/go.mod h1:/3f6vaXC+6CEanU4KJxbcUZyEePbyKbaLoDOe4ehFYY=
-golang.org/x/mod v0.33.0 h1:tHFzIWbBifEmbwtGz65eaWyGiGZatSrT9prnU8DbVL8=
-golang.org/x/mod v0.33.0/go.mod h1:swjeQEj+6r7fODbD2cqrnje9PnziFuw4bmLbBZFrQ5w=
+golang.org/x/mod v0.35.0 h1:Ww1D637e6Pg+Zb2KrWfHQUnH2dQRLBQyAtpr/haaJeM=
+golang.org/x/mod v0.35.0/go.mod h1:+GwiRhIInF8wPm+4AoT6L0FA1QWAad3OMdTRx4tFYlU=
 golang.org/x/net v0.0.0-20190404232315-eb5bcb51f2a3/go.mod h1:t9HGtf8HONx5eT2rtn7q6eTqICYqUVnKs3thJo3Qplg=
 golang.org/x/net v0.0.0-20210505024714-0287a6fb4125/go.mod h1:9nx3DQGgdP8bBQD5qxJ1jj9UTztislL4KSBs9R2vV5Y=
 golang.org/x/net v0.0.0-20211112202133-69e39bad7dc2/go.mod h1:9nx3DQGgdP8bBQD5qxJ1jj9UTztislL4KSBs9R2vV5Y=
-golang.org/x/net v0.50.0 h1:ucWh9eiCGyDR3vtzso0WMQinm2Dnt8cFMuQa9K33J60=
-golang.org/x/net v0.50.0/go.mod h1:UgoSli3F/pBgdJBHCTc+tp3gmrU4XswgGRgtnwWTfyM=
+golang.org/x/net v0.55.0 h1:bcvxaJn3e1U6InsFWt1JUq1aSjnRxLzT2rtD2KfkDF8=
+golang.org/x/net v0.55.0/go.mod h1:L5U2KuzuOe1lY7Z+aWVIKK6qEeJXnXV9yzGA+WCHJww=
 golang.org/x/sync v0.20.0 h1:e0PTpb7pjO8GAtTs2dQ6jYa5BWYlMuX047Dco/pItO4=
 golang.org/x/sync v0.20.0/go.mod h1:9xrNwdLfx4jkKbNva9FpL6vEN7evnE43NNNJQ2LF3+0=
 golang.org/x/sys v0.0.0-20190215142949-d0b11bdaac8a/go.mod h1:STP8DvDyc/dI5b8T5hshtkjS+E42TnysNCUPdjciGhY=
@@ -243,19 +243,19 @@ golang.org/x/sys v0.0.0-20210615035016-665e8c7367d1/go.mod h1:oPkhp1MJrh7nUepCBc
 golang.org/x/sys v0.0.0-20220715151400-c0bba94af5f8/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
 golang.org/x/sys v0.1.0/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
 golang.org/x/sys v0.6.0/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
-golang.org/x/sys v0.41.0 h1:Ivj+2Cp/ylzLiEU89QhWblYnOE9zerudt9Ftecq2C6k=
-golang.org/x/sys v0.41.0/go.mod h1:OgkHotnGiDImocRcuBABYBEXf8A9a87e/uXjp9XT3ks=
+golang.org/x/sys v0.45.0 h1:dO4czNzziLiiXplLQgBCEpCvXQ3dnkn0SdaZSYdQ+FY=
+golang.org/x/sys v0.45.0/go.mod h1:4GL1E5IUh+htKOUEOaiffhrAeqysfVGipDYzABqnCmw=
 golang.org/x/term v0.0.0-20201117132131-f5c789dd3221/go.mod h1:Nr5EML6q2oocZ2LXRh80K7BxOlk5/8JxuGnuhpl+muw=
 golang.org/x/term v0.0.0-20201126162022-7de9c90e9dd1/go.mod h1:bj7SfCRtBDWHUb9snDiAeCFNEtKQo2Wmx5Cou7ajbmo=
-golang.org/x/term v0.40.0 h1:36e4zGLqU4yhjlmxEaagx2KuYbJq3EwY8K943ZsHcvg=
-golang.org/x/term v0.40.0/go.mod h1:w2P8uVp06p2iyKKuvXIm7N/y0UCRt3UfJTfZ7oOpglM=
+golang.org/x/term v0.43.0 h1:S4RLU2sB31O/NCl+zFN9Aru9A/Cq2aqKpTZJ6B+DwT4=
+golang.org/x/term v0.43.0/go.mod h1:lrhlHNdQJHO+1qVYiHfFKVuVioJIheAc3fBSMFYEIsk=
 golang.org/x/text v0.3.0/go.mod h1:NqM8EUOU14njkJ3fqMW+pc6Ldnwhi/IjpwHt7yyuwOQ=
 golang.org/x/text v0.3.6/go.mod h1:5Zoc/QRtKVWzQhOtBMvqHzDpF6irO9z98xDceosuGiQ=
-golang.org/x/text v0.35.0 h1:JOVx6vVDFokkpaq1AEptVzLTpDe9KGpj5tR4/X+ybL8=
-golang.org/x/text v0.35.0/go.mod h1:khi/HExzZJ2pGnjenulevKNX1W67CUy0AsXcNubPGCA=
+golang.org/x/text v0.37.0 h1:Cqjiwd9eSg8e0QAkyCaQTNHFIIzWtidPahFWR83rTrc=
+golang.org/x/text v0.37.0/go.mod h1:a5sjxXGs9hsn/AJVwuElvCAo9v8QYLzvavO5z2PiM38=
 golang.org/x/tools v0.0.0-20180917221912-90fa682c2a6e/go.mod h1:n7NCudcB/nEzxVGmLbDWY5pfWTLqBcC2KZ6jyYvM4mQ=
-golang.org/x/tools v0.42.0 h1:uNgphsn75Tdz5Ji2q36v/nsFSfR/9BRFvqhGBaJGd5k=
-golang.org/x/tools v0.42.0/go.mod h1:Ma6lCIwGZvHK6XtgbswSoWroEkhugApmsXyrUmBhfr0=
+golang.org/x/tools v0.44.0 h1:UP4ajHPIcuMjT1GqzDWRlalUEoY+uzoZKnhOjbIPD2c=
+golang.org/x/tools v0.44.0/go.mod h1:KA0AfVErSdxRZIsOVipbv3rQhVXTnlU6UhKxHd1seDI=
 gopkg.in/check.v1 v0.0.0-20161208181325-20d25e280405/go.mod h1:Co6ibVJAznAaIkqp8huTwlJQCZ016jof/cbN4VW5Yz0=
 gopkg.in/check.v1 v1.0.0-20190902080502-41f04d3bba15/go.mod h1:Co6ibVJAznAaIkqp8huTwlJQCZ016jof/cbN4VW5Yz0=
 gopkg.in/check.v1 v1.0.0-20201130134442-10cb98267c6c h1:Hei/4ADfdWqJk1ZMxUNpqntNwaWcugrBjAiHlqqRiVk=
diff --git a/scripts/check_npm_audit.py b/scripts/check_npm_audit.py
new file mode 100644
index 0000000..4c75648
--- /dev/null
+++ b/scripts/check_npm_audit.py
@@ -0,0 +1,58 @@
+#!/usr/bin/env python3
+"""npm audit 门禁：high 及以上漏洞阻断，支持显式豁免。
+
+用法：npm audit --json > audit.json && python3 scripts/check_npm_audit.py audit.json
+
+豁免规则：
+- 只豁免评估过"不随安装包分发给用户"的开发期漏洞（dev server、构建工具自身）。
+- 每条豁免必须注明理由；上游发布修复版本后应升级依赖并删除对应豁免。
+- 运行时依赖（会打进前端 bundle 的库）的漏洞一律不得豁免。
+"""
+
+import json
+import sys
+
+# GHSA 编号 -> 豁免理由
+ALLOWLIST = {
+    # rolldown-vite（vite 别名）dev server 漏洞三连：仅影响开发者本机 `wails dev`，
+    # 不进用户安装包。rolldown-vite 截至 2026-06 无修复版本，出新版后升级并删除。
+    "GHSA-4w7w-66w2-5vf9": "vite dev server 路径穿越，开发期",
+    "GHSA-v2wj-q39q-566r": "vite dev server fs.deny 绕过，开发期",
+    "GHSA-p9ff-h696-f583": "vite dev server WebSocket 文件读取，开发期",
+}
+
+BLOCK_SEVERITIES = {"high", "critical"}
+
+
+def main(audit_file: str) -> int:
+    with open(audit_file) as f:
+        data = json.load(f)
+
+    blocking = []
+    for name, vuln in data.get("vulnerabilities", {}).items():
+        if vuln.get("severity") not in BLOCK_SEVERITIES:
+            continue
+        # via 含 dict（直接公告）与 str（依赖链转发）两种；只有全部公告都在豁免清单内才放行
+        advisories = {
+            v["url"].rsplit("/", 1)[-1]
+            for v in vuln.get("via", [])
+            if isinstance(v, dict) and v.get("url")
+        }
+        if advisories and advisories <= set(ALLOWLIST):
+            for ghsa in sorted(advisories):
+                print(f"豁免 {name}: {ghsa}（{ALLOWLIST[ghsa]}）")
+            continue
+        blocking.append(f"{name} [{vuln.get('severity')}] {sorted(advisories) or vuln.get('via')}")
+
+    if blocking:
+        print("\n发现未豁免的 high+ 漏洞，请升级依赖或（仅限开发期漏洞）评估后加入豁免清单：")
+        for item in blocking:
+            print(f"  - {item}")
+        return 1
+
+    print("npm audit 门禁通过")
+    return 0
+
+
+if __name__ == "__main__":
+    sys.exit(main(sys.argv[1]))