⚡️ perf(dev): 优化 Wails 开发启动与 CI 构建耗时

- 新增 Wails 快速开发启动脚本，跳过非必要构建与绑定生成
- 优化前端依赖安装状态判断，减少重复 npm install
- 固定 CI Wails CLI 版本并增加 node_modules 缓存
- 更新开发文档中的快速启动说明

.github/workflows/dev-build.yml

@@ -86,7 +86,6 @@ jobs:
         uses: actions/setup-go@v5
         with:
           go-version: '1.24'
-          check-latest: true
 
       - name: Setup Node
         uses: actions/setup-node@v4
@@ -95,6 +94,12 @@ jobs:
           cache: 'npm'
           cache-dependency-path: frontend/package-lock.json
 
+      - name: Cache frontend node_modules
+        uses: actions/cache@v4
+        with:
+          path: frontend/node_modules
+          key: ${{ runner.os }}-node20-frontend-${{ hashFiles('frontend/package-lock.json') }}
+
       - name: Install UPX (Windows)
         if: contains(matrix.platform, 'windows')
         shell: pwsh
@@ -155,7 +160,7 @@ jobs:
           fi
 
       - name: Install Wails
-        run: go install -v github.com/wailsapp/wails/v2/cmd/wails@latest
+        run: go install -v github.com/wailsapp/wails/v2/cmd/wails@v2.11.0
 
       - name: Setup MSYS2 Toolchain For DuckDB (Windows AMD64)
         id: msys2_duckdb

.github/workflows/release.yml

@@ -84,7 +84,6 @@ jobs:
         uses: actions/setup-go@v5
         with:
           go-version: '1.24'
-          check-latest: true
 
       - name: Setup Node
         uses: actions/setup-node@v4
@@ -93,6 +92,12 @@ jobs:
           cache: 'npm'
           cache-dependency-path: frontend/package-lock.json
 
+      - name: Cache frontend node_modules
+        uses: actions/cache@v4
+        with:
+          path: frontend/node_modules
+          key: ${{ runner.os }}-node20-frontend-${{ hashFiles('frontend/package-lock.json') }}
+
       - name: Install UPX (Windows)
         if: contains(matrix.platform, 'windows')
         shell: pwsh
@@ -157,7 +162,7 @@ jobs:
           fi
 
       - name: Install Wails
-        run: go install -v github.com/wailsapp/wails/v2/cmd/wails@latest
+        run: go install -v github.com/wailsapp/wails/v2/cmd/wails@v2.11.0
 
       - name: Setup MSYS2 Toolchain For DuckDB (Windows AMD64)
         id: msys2_duckdb