diff --git a/Makefile b/Makefile
new file mode 100644
index 0000000..b506438
--- /dev/null
+++ b/Makefile
@@ -0,0 +1,206 @@
+# ============================================================
+# PIS Project Startup Script - Makefile
+# PIS 项目启动脚本
+# ============================================================
+# 使用方法:
+#   make help                    查看所有可用命令
+#   make dev                     启动开发环境（前端 + 后端 + Celery）
+#   make dev-backend             仅启动后端
+#   make dev-frontend            仅启动前端
+#   make dev-celery              仅启动 Celery
+#   make stop                    停止所有服务
+#   make status                  查看服务状态
+#   make logs                    查看所有日志
+#   make logs-backend            查看后端日志
+#   make logs-frontend           查看前端日志
+#   make logs-celery             查看 Celery 日志
+#   make restart                 重启所有服务
+#   make restart-celery          重启 Celery
+# ============================================================
+
+# 默认环境
+ENV ?= dev
+
+# 路径配置
+PROJECT_ROOT := $(shell pwd)
+BACKEND_DIR := $(PROJECT_ROOT)/backend
+FRONTEND_DIR := $(PROJECT_ROOT)/web
+SCRIPTS_DIR := $(PROJECT_ROOT)/scripts
+LOG_DIR := $(BACKEND_DIR)/logs
+
+# PID 文件目录
+PID_DIR := $(PROJECT_ROOT)/.pids
+
+# 后端服务端口
+BACKEND_PORT := 8000
+FRONTEND_PORT := 8080
+
+# 帮助信息
+.PHONY: help
+help:
+	@echo ""
+	@echo "========================================"
+	@echo "  PIS 项目启动脚本 (ENV=$(ENV))"
+	@echo "========================================"
+	@echo ""
+	@echo "  启动命令:"
+	@echo "    make dev              启动开发环境（前端+后端+Celery）"
+	@echo "    make dev-backend     仅启动后端服务"
+	@echo "    make dev-frontend    仅启动前端服务"
+	@echo "    make dev-celery      仅启动 Celery"
+	@echo ""
+	@echo "  停止/重启:"
+	@echo "    make stop            停止所有服务"
+	@echo "    make restart         重启所有服务"
+	@echo "    make restart-celery  重启 Celery"
+	@echo ""
+	@echo "  日志查看:"
+	@echo "    make logs            查看所有日志"
+	@echo "    make logs-backend    查看后端日志"
+	@echo "    make logs-frontend   查看前端日志"
+	@echo "    make logs-celery     查看 Celery 日志"
+	@echo ""
+	@echo "  状态查看:"
+	@echo "    make status          查看所有服务状态"
+	@echo ""
+	@echo "  环境切换:"
+	@echo "    ENV=prod make dev    使用生产环境配置启动"
+	@echo ""
+	@echo "========================================"
+
+# ============================================================
+# 创建必要的目录
+# ============================================================
+$(PID_DIR):
+	@mkdir -p $(PID_DIR)
+
+$(LOG_DIR):
+	@mkdir -p $(LOG_DIR)
+
+# ============================================================
+# 启动开发环境 - 全部服务
+# ============================================================
+.PHONY: dev
+dev: $(PID_DIR) $(LOG_DIR)
+	@echo "========================================"
+	@echo "  启动开发环境 (ENV=$(ENV))"
+	@echo "========================================"
+	@echo ""
+	@echo "  后端: http://localhost:$(BACKEND_PORT)"
+	@echo "  前端: http://localhost:$(FRONTEND_PORT)"
+	@echo "  Celery: Worker + Beat"
+	@echo ""
+	@bash $(SCRIPTS_DIR)/start-backend.sh $(ENV)
+	@bash $(SCRIPTS_DIR)/start-frontend.sh $(ENV)
+	@bash $(SCRIPTS_DIR)/start-celery.sh $(ENV)
+
+# ============================================================
+# 启动后端
+# ============================================================
+.PHONY: dev-backend
+dev-backend: $(PID_DIR) $(LOG_DIR)
+	@echo "启动后端服务 (ENV=$(ENV))..."
+	@bash $(SCRIPTS_DIR)/start-backend.sh $(ENV)
+
+# ============================================================
+# 启动前端
+# ============================================================
+.PHONY: dev-frontend
+dev-frontend:
+	@echo "启动前端服务 (ENV=$(ENV))..."
+	@bash $(SCRIPTS_DIR)/start-frontend.sh $(ENV)
+
+# ============================================================
+# 启动 Celery
+# ============================================================
+.PHONY: dev-celery
+dev-celery: $(PID_DIR) $(LOG_DIR)
+	@echo "启动 Celery (ENV=$(ENV))..."
+	@bash $(SCRIPTS_DIR)/start-celery.sh $(ENV)
+
+# ============================================================
+# 停止所有服务
+# ============================================================
+.PHONY: stop
+stop:
+	@echo "停止所有服务..."
+	@bash $(SCRIPTS_DIR)/stop-all.sh
+	@echo "所有服务已停止"
+
+# ============================================================
+# 重启所有服务
+# ============================================================
+.PHONY: restart
+restart:
+	@echo "重启所有服务..."
+	@$(MAKE) stop
+	@sleep 2
+	@$(MAKE) dev
+
+# ============================================================
+# 重启 Celery
+# ============================================================
+.PHONY: restart-celery
+restart-celery:
+	@bash $(SCRIPTS_DIR)/stop-celery.sh
+	@sleep 1
+	@bash $(SCRIPTS_DIR)/start-celery.sh $(ENV)
+
+# ============================================================
+# 查看日志
+# ============================================================
+.PHONY: logs
+logs:
+	@echo "========================================"
+	@echo "  查看所有日志 (Ctrl+C 退出)"
+	@echo "========================================"
+	@bash $(SCRIPTS_DIR)/view-logs.sh all
+
+.PHONY: logs-backend
+logs-backend:
+	@echo "========================================"
+	@echo "  查看后端日志 (Ctrl+C 退出)"
+	@echo "========================================"
+	@bash $(SCRIPTS_DIR)/view-logs.sh backend
+
+.PHONY: logs-frontend
+logs-frontend:
+	@echo "========================================"
+	@echo "  查看前端日志 (Ctrl+C 退出)"
+	@echo "========================================"
+	@bash $(SCRIPTS_DIR)/view-logs.sh frontend
+
+.PHONY: logs-celery
+logs-celery:
+	@echo "========================================"
+	@echo "  查看 Celery 日志 (Ctrl+C 退出)"
+	@echo "========================================"
+	@bash $(SCRIPTS_DIR)/view-logs.sh celery
+
+# ============================================================
+# 查看服务状态
+# ============================================================
+.PHONY: status
+status:
+	@echo "========================================"
+	@echo "  服务状态检查"
+	@echo "========================================"
+	@bash $(SCRIPTS_DIR)/check-status.sh
+
+# ============================================================
+# 清理日志
+# ============================================================
+.PHONY: clean-logs
+clean-logs:
+	@echo "清理日志文件..."
+	@find $(LOG_DIR) -type f -name "*.log" -exec rm -f {} \; 2>/dev/null || true
+	@echo "日志已清理"
+
+# ============================================================
+# 清理 PID 文件（强制停止）
+# ============================================================
+.PHONY: clean-pids
+clean-pids:
+	@echo "清理 PID 文件..."
+	@rm -f $(PID_DIR)/*.pid 2>/dev/null || true
+	@echo "PID 文件已清理"
diff --git a/docs/scripts-documentation.md b/docs/scripts-documentation.md
new file mode 100644
index 0000000..198fa24
--- /dev/null
+++ b/docs/scripts-documentation.md
@@ -0,0 +1,257 @@
+# 脚本文档
+
+PIS 项目跨平台服务管理脚本。
+
+## 概述
+
+| 脚本 | Windows (PowerShell) | Unix/Linux/macOS (Bash) |
+|------|---------------------|------------------------|
+| 启动后端 | `start-backend.ps1` | `start-backend.sh` |
+| 启动前端 | `start-frontend.ps1` | `start-frontend.sh` |
+| 启动 Celery | `start-celery.ps1` | `start-celery.sh` |
+| 停止所有 | `stop-all.ps1` | `stop-all.sh` |
+| 停止 Celery | `stop-celery.ps1` | `stop-celery.sh` |
+| 查看日志 | `view-logs.ps1` | `view-logs.sh` |
+| 检查状态 | `check-status.ps1` | `check-status.sh` |
+
+## 快速开始
+
+### Windows (PowerShell)
+
+```powershell
+# 启动所有服务
+.\make.ps1 dev
+
+# 停止所有服务
+.\make.ps1 stop
+
+# 查看日志
+.\make.ps1 logs
+
+# 检查状态
+.\make.ps1 status
+```
+
+### Unix/Linux/macOS (Bash)
+
+```bash
+# 启动所有服务
+make dev
+
+# 停止所有服务
+make stop
+
+# 查看日志
+make logs
+
+# 检查状态
+make status
+```
+
+## 使用方法
+
+### make.ps1 命令 (Windows PowerShell)
+
+| 命令 | 说明 |
+|------|------|
+| `.\make.ps1 help` | 显示所有可用命令 |
+| `.\make.ps1 dev` | 启动开发环境（前端 + 后端 + Celery） |
+| `.\make.ps1 dev-backend` | 仅启动后端 |
+| `.\make.ps1 dev-frontend` | 仅启动前端 |
+| `.\make.ps1 dev-celery` | 仅启动 Celery |
+| `.\make.ps1 stop` | 停止所有服务 |
+| `.\make.ps1 restart` | 重启所有服务 |
+| `.\make.ps1 restart-celery` | 仅重启 Celery |
+| `.\make.ps1 logs` | 查看所有日志 |
+| `.\make.ps1 logs-backend` | 查看后端日志 |
+| `.\make.ps1 logs-frontend` | 查看前端日志 |
+| `.\make.ps1 logs-celery` | 查看 Celery 日志 |
+| `.\make.ps1 status` | 检查服务状态 |
+| `.\make.ps1 clean-logs` | 清理日志文件 |
+| `.\make.ps1 clean-pids` | 清理 PID 文件 |
+
+### make 命令 (Unix/Linux/macOS Bash)
+
+| 命令 | 说明 |
+|------|------|
+| `make help` | 显示所有可用命令 |
+| `make dev` | 启动开发环境（前端 + 后端 + Celery） |
+| `make dev-backend` | 仅启动后端 |
+| `make dev-frontend` | 仅启动前端 |
+| `make dev-celery` | 仅启动 Celery |
+| `make stop` | 停止所有服务 |
+| `make restart` | 重启所有服务 |
+| `make restart-celery` | 仅重启 Celery |
+| `make logs` | 查看所有日志 |
+| `make logs-backend` | 查看后端日志 |
+| `make logs-frontend` | 查看前端日志 |
+| `make logs-celery` | 查看 Celery 日志 |
+| `make status` | 检查服务状态 |
+| `make clean-logs` | 清理日志文件 |
+| `make clean-pids` | 清理 PID 文件 |
+
+## 直接调用脚本
+
+### Windows PowerShell
+
+```powershell
+# 启动后端
+.\scripts\start-backend.ps1 [dev|prod]
+
+# 启动前端
+.\scripts\start-frontend.ps1 [dev|prod]
+
+# 启动 Celery
+.\scripts\start-celery.ps1 [dev|prod]
+
+# 停止所有服务
+.\scripts\stop-all.ps1
+
+# 仅停止 Celery
+.\scripts\stop-celery.ps1
+
+# 查看日志
+.\scripts\view-logs.ps1 [backend|frontend|celery|all]
+
+# 检查状态
+.\scripts\check-status.ps1
+```
+
+### Unix/Linux/macOS Bash
+
+```bash
+# 启动后端
+./scripts/start-backend.sh [dev|prod]
+
+# 启动前端
+./scripts/start-frontend.sh [dev|prod]
+
+# 启动 Celery
+./scripts/start-celery.sh [dev|prod]
+
+# 停止所有服务
+./scripts/stop-all.sh
+
+# 仅停止 Celery
+./scripts/stop-celery.sh
+
+# 查看日志
+./scripts/view-logs.sh [backend|frontend|celery|all]
+
+# 检查状态
+./scripts/check-status.sh
+```
+
+## 环境参数
+
+- `dev`（默认）：开发模式，带热重载
+- `prod`：生产模式，使用优化构建
+
+### Windows PowerShell
+```powershell
+.\make.ps1 dev -ENV prod
+```
+
+### Unix/Linux/macOS
+```bash
+ENV=prod make dev
+```
+
+## 端口
+
+| 服务 | 端口 |
+|------|------|
+| 后端 (Django) | 8000 |
+| 前端 (Vue) | 8080 |
+
+## 日志文件
+
+日志存储在 `backend/logs/`：
+
+- `backend.log` - 后端应用日志
+- `frontend.log` - 前端应用日志
+- `celery_worker.log` - Celery Worker 日志
+- `celery_beat.log` - Celery Beat 调度器日志
+
+## PID 文件
+
+PID 文件存储在 `.pids/`：
+
+- `backend.pid`
+- `frontend.pid`
+- `celery_worker.pid`
+- `celery_beat.pid`
+
+## 跨平台兼容性
+
+### Windows PowerShell
+- 支持 Windows PowerShell 5.1 及 PowerShell 7+
+- 使用 `System.Net.Sockets.TcpClient` 检查端口
+- 使用 WMI 查询检测进程（兼容 PS 5.1 和 PS 7+）
+- 所有输出使用英文（避免编码问题）
+
+### Unix/Linux/macOS
+- 需要 Bash 4.0+
+- 使用 `nc`（netcat）检查端口（如果可用）
+- 使用 `pgrep` 和 `pkill` 管理进程
+- 输出使用中文
+
+## 依赖要求
+
+### 后端
+- Python 3.10+
+- Django 4.2.14
+- uvicorn（开发）或 gunicorn（生产）
+- Celery + Redis broker
+
+### 前端
+- Node.js 18+
+- Yarn 或 npm
+
+### Celery
+- Redis 服务运行中
+- django-celery-beat
+
+## 故障排除
+
+### 后端无法启动
+1. 检查端口 8000 是否被占用
+2. 检查 Python 依赖是否安装
+3. 检查 Django 配置：确保 `backend/conf/env.py` 已配置
+
+### 前端无法启动
+1. 检查 Node.js 是否安装
+2. 安装依赖：`cd web && yarn install`
+3. 检查端口 8080 是否被占用
+
+### Celery 无法启动
+1. 检查 Redis 是否运行
+2. 执行数据库迁移：`python manage.py migrate`
+3. 查看 Celery 日志
+
+### 编码问题
+如果 PowerShell 显示乱码，确保使用 UTF-8 with BOM 编码保存的脚本文件。
+
+## 脚本架构
+
+```
+scripts/
+├── start-backend.ps1/.sh     # 启动 Django 后端服务
+├── start-frontend.ps1/.sh    # 启动 Vue 前端开发服务器
+├── start-celery.ps1/.sh      # 启动 Celery worker 和 beat
+├── stop-all.ps1/.sh          # 停止所有服务
+├── stop-celery.ps1/.sh       # 仅停止 Celery 服务
+├── view-logs.ps1/.sh         # 查看和跟踪日志文件
+├── check-status.ps1/.sh      # 检查服务运行状态
+├── Makefile                   # Unix/Linux/macOS 编排
+└── make.ps1                   # Windows PowerShell 编排
+```
+
+## 注意事项
+
+- 所有脚本都是幂等的 - 多次运行是安全的
+- 脚本会检测服务是否已运行，已运行则跳过启动
+- 使用 PID 文件实现优雅关闭
+- 停止时会清理残留进程
+- PowerShell 脚本输出使用英文，避免编码问题
+- Bash 脚本输出使用中文
diff --git a/make.ps1 b/make.ps1
new file mode 100644
index 0000000..bd20567
--- /dev/null
+++ b/make.ps1
@@ -0,0 +1,202 @@
+# ============================================================
+# PIS Project Startup Script - Windows PowerShell Makefile
+# ============================================================
+# Usage:
+#   .\make.ps1 help                    Show all commands
+#   .\make.ps1 dev                     Start dev environment (frontend + backend + Celery)
+#   .\make.ps1 dev-backend             Start backend only
+#   .\make.ps1 dev-frontend           Start frontend only
+#   .\make.ps1 dev-celery             Start Celery only
+#   .\make.ps1 stop                    Stop all services
+#   .\make.ps1 status                  Check service status
+#   .\make.ps1 logs                    View all logs
+#   .\make.ps1 logs-backend            View backend logs
+#   .\make.ps1 logs-frontend           View frontend logs
+#   .\make.ps1 logs-celery             View Celery logs
+#   .\make.ps1 restart                 Restart all services
+#   .\make.ps1 restart-celery          Restart Celery
+# ============================================================
+
+param(
+    [string]$Target = "help",
+    [string]$ENV = "dev"
+)
+
+$ErrorActionPreference = "Continue"
+$ScriptDir = Split-Path -Parent $MyInvocation.MyCommand.Path
+$ProjectRoot = $ScriptDir
+$ScriptsDir = Join-Path $ProjectRoot "scripts"
+
+# Path configuration
+$PID_DIR = Join-Path $ProjectRoot ".pids"
+$LOG_DIR = Join-Path $ProjectRoot "backend\logs"
+
+function Ensure-Directories {
+    if (!(Test-Path $PID_DIR)) { New-Item -ItemType Directory -Path $PID_DIR -Force | Out-Null }
+    if (!(Test-Path $LOG_DIR)) { New-Item -ItemType Directory -Path $LOG_DIR -Force | Out-Null }
+}
+
+function Run-Script {
+    param([string]$ScriptName)
+    $scriptPath = Join-Path $ScriptsDir "$ScriptName.ps1"
+    if (Test-Path $scriptPath) {
+        & $scriptPath $ENV
+    } else {
+        # fallback to bash if ps1 doesn't exist
+        $bashPath = Join-Path $ScriptsDir "$ScriptName.sh"
+        if (Test-Path $bashPath) {
+            bash $bashPath $ENV
+        } else {
+            Write-Host "[ERROR] Script not found: $ScriptName"
+            exit 1
+        }
+    }
+}
+
+switch ($Target.ToLower()) {
+    "help" {
+        Write-Host ""
+        Write-Host "========================================"
+        Write-Host "  PIS Project Startup Script (ENV=$ENV)"
+        Write-Host "========================================"
+        Write-Host ""
+        Write-Host "  Startup Commands:"
+        Write-Host "    .\make.ps1 dev              Start dev environment (frontend+backend+Celery)"
+        Write-Host "    .\make.ps1 dev-backend     Start backend only"
+        Write-Host "    .\make.ps1 dev-frontend    Start frontend only"
+        Write-Host "    .\make.ps1 dev-celery      Start Celery only"
+        Write-Host ""
+        Write-Host "  Stop/Restart:"
+        Write-Host "    .\make.ps1 stop            Stop all services"
+        Write-Host "    .\make.ps1 restart         Restart all services"
+        Write-Host "    .\make.ps1 restart-celery  Restart Celery"
+        Write-Host ""
+        Write-Host "  View Logs:"
+        Write-Host "    .\make.ps1 logs            View all logs"
+        Write-Host "    .\make.ps1 logs-backend    View backend logs"
+        Write-Host "    .\make.ps1 logs-frontend   View frontend logs"
+        Write-Host "    .\make.ps1 logs-celery     View Celery logs"
+        Write-Host ""
+        Write-Host "  Status:"
+        Write-Host "    .\make.ps1 status          Check service status"
+        Write-Host ""
+        Write-Host "  Environment:"
+        Write-Host "    .\make.ps1 -ENV prod dev  Use production environment"
+        Write-Host ""
+        Write-Host "========================================"
+    }
+
+    "dev" {
+        Ensure-Directories
+        Write-Host "========================================"
+        Write-Host "  Starting Dev Environment (ENV=$ENV)"
+        Write-Host "========================================"
+        Write-Host ""
+        Write-Host "  Backend: http://localhost:8000"
+        Write-Host "  Frontend: http://localhost:8080"
+        Write-Host "  Celery: Worker + Beat"
+        Write-Host ""
+        Run-Script "start-backend"
+        Run-Script "start-frontend"
+        Run-Script "start-celery"
+    }
+
+    "dev-backend" {
+        Ensure-Directories
+        Write-Host "Starting backend service (ENV=$ENV)..."
+        Run-Script "start-backend"
+    }
+
+    "dev-frontend" {
+        Write-Host "Starting frontend service (ENV=$ENV)..."
+        Run-Script "start-frontend"
+    }
+
+    "dev-celery" {
+        Ensure-Directories
+        Write-Host "Starting Celery (ENV=$ENV)..."
+        Run-Script "start-celery"
+    }
+
+    "stop" {
+        Write-Host "Stopping all services..."
+        Run-Script "stop-all"
+        Write-Host "All services stopped"
+    }
+
+    "restart" {
+        Write-Host "Restarting all services..."
+        Run-Script "stop-all"
+        Start-Sleep -Seconds 2
+        Ensure-Directories
+        Run-Script "start-backend"
+        Run-Script "start-frontend"
+        Run-Script "start-celery"
+    }
+
+    "restart-celery" {
+        Run-Script "stop-celery"
+        Start-Sleep -Seconds 1
+        Ensure-Directories
+        Run-Script "start-celery"
+    }
+
+    "logs" {
+        Write-Host "========================================"
+        Write-Host "  Viewing All Logs (Ctrl+C to exit)"
+        Write-Host "========================================"
+        Run-Script "view-logs"
+    }
+
+    "logs-backend" {
+        Write-Host "========================================"
+        Write-Host "  Viewing Backend Logs (Ctrl+C to exit)"
+        Write-Host "========================================"
+        & (Join-Path $ScriptsDir "view-logs.ps1") backend
+    }
+
+    "logs-frontend" {
+        Write-Host "========================================"
+        Write-Host "  Viewing Frontend Logs (Ctrl+C to exit)"
+        Write-Host "========================================"
+        & (Join-Path $ScriptsDir "view-logs.ps1") frontend
+    }
+
+    "logs-celery" {
+        Write-Host "========================================"
+        Write-Host "  Viewing Celery Logs (Ctrl+C to exit)"
+        Write-Host "========================================"
+        & (Join-Path $ScriptsDir "view-logs.ps1") celery
+    }
+
+    "status" {
+        Write-Host "========================================"
+        Write-Host "  Service Status Check"
+        Write-Host "========================================"
+        Run-Script "check-status"
+    }
+
+    "clean-logs" {
+        Write-Host "Cleaning log files..."
+        if (Test-Path $LOG_DIR) {
+            Get-ChildItem $LOG_DIR -Filter "*.log" | Remove-Item -Force -ErrorAction SilentlyContinue
+        }
+        Write-Host "Logs cleaned"
+    }
+
+    "clean-pids" {
+        Write-Host "Cleaning PID files..."
+        if (Test-Path $PID_DIR) {
+            Get-ChildItem $PID_DIR -Filter "*.pid" | Remove-Item -Force -ErrorAction SilentlyContinue
+        }
+        Write-Host "PID files cleaned"
+    }
+
+    default {
+        Write-Host "[ERROR] Unknown command: $Target"
+        Write-Host "Run '.\make.ps1 help' to see available commands"
+        exit 1
+    }
+}
+
+exit 0
diff --git a/scripts/check-status.ps1 b/scripts/check-status.ps1
new file mode 100644
index 0000000..52fdb1d
--- /dev/null
+++ b/scripts/check-status.ps1
@@ -0,0 +1,103 @@
+# ============================================================
+# Check Service Status (Windows PowerShell)
+# ============================================================
+
+$ErrorActionPreference = "Continue"
+
+$ScriptDir = Split-Path -Parent $MyInvocation.MyCommand.Path
+$ProjectRoot = Split-Path -Parent $ScriptDir
+$PID_DIR = Join-Path $ProjectRoot ".pids"
+
+function Test-ServicePort {
+    param([int]$Port)
+    try {
+        $tcpClient = New-Object System.Net.Sockets.TcpClient
+        $tcpClient.Connect("localhost", $Port)
+        $tcpClient.Close()
+        return $true
+    } catch {
+        return $false
+    }
+}
+
+function Check-Service {
+    param([string]$Name, [int]$Port = 0)
+
+    Write-Host -NoNewline "  $Name`: "
+
+    $pidFile = Join-Path $PID_DIR "$Name.pid"
+
+    if (Test-Path $pidFile) {
+        $pid = Get-Content $pidFile -ErrorAction SilentlyContinue
+        if ($pid) {
+            $proc = Get-Process -Id $pid -ErrorAction SilentlyContinue
+            if ($proc) {
+                Write-Host "Running (PID: $pid)"
+                return 0
+            }
+        }
+    }
+
+    # Check process name - PowerShell 5.1 compatible using WMI
+    $patterns = @{
+        "backend" = @("uvicorn", "gunicorn", "python")
+        "frontend" = @("node", "npm")
+        "celery_worker" = @("celery")
+        "celery_beat" = @("celery")
+    }
+
+    if ($patterns.ContainsKey($Name)) {
+        foreach ($pattern in $patterns[$Name]) {
+            # Use WMI for reliable cross-version process matching
+            $wmiQuery = "SELECT ProcessId, Name, CommandLine FROM Win32_Process WHERE Name LIKE '%$pattern%'"
+            $procs = Get-WmiObject -Query $wmiQuery -ErrorAction SilentlyContinue | Select-Object -First 1
+            if ($procs) {
+                Write-Host "Running (PID: $($procs.ProcessId))"
+                return 0
+            }
+        }
+    }
+
+    # Check port
+    if ($Port -gt 0) {
+        if (Test-ServicePort -Port $Port) {
+            Write-Host "Running (Port: $Port)"
+            return 0
+        }
+    }
+
+    Write-Host "Not running"
+    return 1
+}
+
+Write-Host ""
+Write-Host "========================================"
+Write-Host "  Service Status Check"
+Write-Host "========================================"
+Write-Host ""
+
+Check-Service "backend" 8000
+Check-Service "frontend" 8080
+Check-Service "celery_worker"
+Check-Service "celery_beat"
+Write-Host ""
+
+# Port check
+Write-Host "Port Check:"
+
+Write-Host -NoNewline "  8000 (backend): "
+if (Test-ServicePort -Port 8000) {
+    Write-Host "Open"
+} else {
+    Write-Host "Closed"
+}
+
+Write-Host -NoNewline "  8080 (frontend): "
+if (Test-ServicePort -Port 8080) {
+    Write-Host "Open"
+} else {
+    Write-Host "Closed"
+}
+
+Write-Host ""
+exit 0
diff --git a/scripts/check-status.sh b/scripts/check-status.sh
new file mode 100644
index 0000000..afc91df
--- /dev/null
+++ b/scripts/check-status.sh
@@ -0,0 +1,60 @@
+#!/bin/bash
+# ============================================================
+# Check Service Status
+# 使用方法: ./check-status.sh
+# ============================================================
+
+SCRIPT_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)"
+PROJECT_ROOT="$(dirname "$SCRIPT_DIR")"
+PID_DIR="$PROJECT_ROOT/.pids"
+
+check_service() {
+    local name=$1
+    local pid_file="$PID_DIR/$name.pid"
+    local port=$2
+
+    echo -n "  $name: "
+
+    if [ -f "$pid_file" ]; then
+        local pid=$(cat "$pid_file")
+        if kill -0 "$pid" 2>/dev/null; then
+            echo "运行中 (PID: $pid)"
+            return 0
+        fi
+    fi
+
+    # 检查进程名
+    local pids=$(pgrep -f "$name" 2>/dev/null | head -1 || true)
+    if [ -n "$pids" ]; then
+        echo "运行中 (PID: $pids)"
+        return 0
+    fi
+
+    # 检查端口
+    if [ -n "$port" ]; then
+        if nc -z localhost "$port" 2>/dev/null; then
+            echo "运行中 (端口: $port)"
+            return 0
+        fi
+    fi
+
+    echo "未运行"
+    return 1
+}
+
+echo ""
+check_service "backend" "8000"
+check_service "frontend" "8080"
+check_service "celery_worker" ""
+check_service "celery_beat" ""
+echo ""
+
+# 端口检查
+echo "端口检查:"
+echo -n "  8000 (后端): "
+nc -z localhost 8000 2>/dev/null && echo "开放" || echo "未开放"
+
+echo -n "  8080 (前端): "
+nc -z localhost 8080 2>/dev/null && echo "开放" || echo "未开放"
+
+echo ""
diff --git a/scripts/start-backend.ps1 b/scripts/start-backend.ps1
new file mode 100644
index 0000000..f0ff906
--- /dev/null
+++ b/scripts/start-backend.ps1
@@ -0,0 +1,78 @@
+# ============================================================
+# Start Backend Service (Windows PowerShell)
+# Usage: .\start-backend.ps1 [dev|prod]
+# ============================================================
+
+$ErrorActionPreference = "Stop"
+
+$ScriptDir = Split-Path -Parent $MyInvocation.MyCommand.Path
+$ProjectRoot = Split-Path -Parent $ScriptDir
+$BackendDir = Join-Path $ProjectRoot "backend"
+$PID_DIR = Join-Path $ProjectRoot ".pids"
+$LOG_DIR = Join-Path $BackendDir "logs"
+
+$ENV = if ($args[0]) { $args[0] } else { "dev" }
+
+# Create directories
+if (!(Test-Path $PID_DIR)) { New-Item -ItemType Directory -Path $PID_DIR -Force | Out-Null }
+if (!(Test-Path $LOG_DIR)) { New-Item -ItemType Directory -Path $LOG_DIR -Force | Out-Null }
+
+$PID_FILE = Join-Path $PID_DIR "backend.pid"
+$LOG_FILE = Join-Path $LOG_DIR "backend.log"
+
+# Check if already running
+if (Test-Path $PID_FILE) {
+    $PID = Get-Content $PID_FILE -ErrorAction SilentlyContinue
+    if ($PID -and (Get-Process -Id $PID -ErrorAction SilentlyContinue)) {
+        Write-Host "[Backend] Already running (PID: $PID), skipping"
+        exit 0
+    } else {
+        Write-Host "[Backend] Cleaning stale PID file"
+        Remove-Item $PID_FILE -Force -ErrorAction SilentlyContinue
+    }
+}
+
+Set-Location $BackendDir
+
+# Check dependencies
+try {
+    python -c "import uvicorn" 2>$null
+    if ($LASTEXITCODE -ne 0) { throw "uvicorn not found" }
+} catch {
+    Write-Host "[Error] uvicorn not installed. Run: cd backend && pip install uvicorn"
+    exit 1
+}
+
+# Set environment
+$env:DJANGO_SETTINGS_MODULE = "application.settings"
+
+Write-Host "[Backend] Starting service (ENV=$ENV)..."
+
+# Select startup method based on environment
+if ($ENV -eq "prod") {
+    Write-Host "[Backend] Using gunicorn (production mode)"
+    Start-Process -FilePath "python" -ArgumentList "-m gunicorn application.asgi:application -c gunicorn_conf.py --daemon -p $PID_FILE" -WorkingDirectory $BackendDir -RedirectStandardOutput $LOG_FILE -RedirectStandardError $LOG_FILE -WindowStyle Hidden
+} else {
+    Write-Host "[Backend] Using uvicorn (development mode with hot reload)"
+    $proc = Start-Process -FilePath "python" -ArgumentList "main.py" -WorkingDirectory $BackendDir -PassThru -NoNewWindow
+    $proc.Id | Set-Content $PID_FILE
+}
+
+# Wait for startup
+Start-Sleep -Seconds 3
+
+# Check if started successfully
+if (Test-Path $PID_FILE) {
+    $PID = Get-Content $PID_FILE
+    if (Get-Process -Id $PID -ErrorAction SilentlyContinue) {
+        Write-Host "[Backend] Started successfully (PID: $PID)"
+        Write-Host "[Backend] Log file: $LOG_FILE"
+    } else {
+        Write-Host "[Backend] Failed to start, check log: $LOG_FILE"
+        Remove-Item $PID_FILE -Force -ErrorAction SilentlyContinue
+    }
+} else {
+    Write-Host "[Backend] Failed to start, check log: $LOG_FILE"
+}
+
+exit 0
diff --git a/scripts/start-backend.sh b/scripts/start-backend.sh
new file mode 100644
index 0000000..b8036ee
--- /dev/null
+++ b/scripts/start-backend.sh
@@ -0,0 +1,89 @@
+#!/bin/bash
+# ============================================================
+# Start Backend Service
+# 使用方法: ./start-backend.sh [dev|prod]
+# ============================================================
+
+set -e
+
+SCRIPT_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)"
+PROJECT_ROOT="$(dirname "$SCRIPT_DIR")"
+BACKEND_DIR="$PROJECT_ROOT/backend"
+PID_DIR="$PROJECT_ROOT/.pids"
+LOG_DIR="$BACKEND_DIR/logs"
+
+ENV=${1:-dev}
+
+# 创建必要的目录
+mkdir -p "$PID_DIR"
+mkdir -p "$LOG_DIR"
+
+PID_FILE="$PID_DIR/backend.pid"
+LOG_FILE="$LOG_DIR/backend.log"
+
+# 检查是否已运行
+if [ -f "$PID_FILE" ]; then
+    PID=$(cat "$PID_FILE")
+    if kill -0 "$PID" 2>/dev/null; then
+        echo "[后端] 已运行 (PID: $PID)，跳过启动"
+        exit 0
+    else
+        echo "[后端] 清理旧的 PID 文件"
+        rm -f "$PID_FILE"
+    fi
+fi
+
+cd "$BACKEND_DIR"
+
+# 检查依赖
+if ! python -c "import uvicorn" 2>/dev/null; then
+    echo "[错误] 未安装 uvicorn，请先: cd backend && pip install uvicorn"
+    exit 1
+fi
+
+# 设置环境变量
+export DJANGO_SETTINGS_MODULE="application.settings"
+
+echo "[后端] 启动服务 (ENV=$ENV)..."
+
+# 根据环境选择启动方式
+if [ "$ENV" = "prod" ]; then
+    # 生产环境使用 gunicorn
+    echo "[后端] 使用 gunicorn 启动 (生产模式)"
+    nohup python -m gunicorn application.asgi:application \
+        -c gunicorn_conf.py \
+        --daemon \
+        -p "$PID_FILE" \
+        >> "$LOG_FILE" 2>&1
+else
+    # 开发环境使用 uvicorn (带 reload)
+    echo "[后端] 使用 uvicorn 启动 (开发模式，带热重载)"
+    nohup python main.py \
+        >> "$LOG_FILE" 2>&1 &
+
+    echo $! > "$PID_FILE"
+fi
+
+# 等待启动
+sleep 3
+
+# 检查是否成功启动
+if [ -f "$PID_FILE" ]; then
+    PID=$(cat "$PID_FILE")
+    if kill -0 "$PID" 2>/dev/null; then
+        echo "[后端] 启动成功 (PID: $PID)"
+        echo "[后端] 日志文件: $LOG_FILE"
+    else
+        echo "[后端] 启动失败，请检查日志: $LOG_FILE"
+        rm -f "$PID_FILE"
+    fi
+else
+    # uvicorn 模式
+    sleep 2
+    if pgrep -f "uvicorn.*application.asgi" > "$PID_FILE" 2>/dev/null; then
+        echo "[后端] 启动成功 (PID: $(cat $PID_FILE))"
+        echo "[后端] 日志文件: $LOG_FILE"
+    else
+        echo "[后端] 启动失败，请检查日志: $LOG_FILE"
+    fi
+fi
diff --git a/scripts/start-celery.ps1 b/scripts/start-celery.ps1
new file mode 100644
index 0000000..c403e20
--- /dev/null
+++ b/scripts/start-celery.ps1
@@ -0,0 +1,92 @@
+# ============================================================
+# Start Celery Services (Windows PowerShell)
+# Usage: .\start-celery.ps1 [dev|prod]
+# ============================================================
+
+$ErrorActionPreference = "Stop"
+
+$ScriptDir = Split-Path -Parent $MyInvocation.MyCommand.Path
+$ProjectRoot = Split-Path -Parent $ScriptDir
+$BackendDir = Join-Path $ProjectRoot "backend"
+$PID_DIR = Join-Path $ProjectRoot ".pids"
+$LOG_DIR = Join-Path $BackendDir "logs"
+
+$ENV = if ($args[0]) { $args[0] } else { "dev" }
+
+# Create directories
+if (!(Test-Path $PID_DIR)) { New-Item -ItemType Directory -Path $PID_DIR -Force | Out-Null }
+if (!(Test-Path $LOG_DIR)) { New-Item -ItemType Directory -Path $LOG_DIR -Force | Out-Null }
+
+$WORKER_PID_FILE = Join-Path $PID_DIR "celery_worker.pid"
+$BEAT_PID_FILE = Join-Path $PID_DIR "celery_beat.pid"
+$WORKER_LOG = Join-Path $LOG_DIR "celery_worker.log"
+$BEAT_LOG = Join-Path $LOG_DIR "celery_beat.log"
+
+Set-Location $BackendDir
+
+# Set Django environment
+$env:DJANGO_SETTINGS_MODULE = "application.settings"
+
+# Check if Worker is already running
+$workerRunning = $false
+if (Test-Path $WORKER_PID_FILE) {
+    $PID = Get-Content $WORKER_PID_FILE -ErrorAction SilentlyContinue
+    if ($PID -and (Get-Process -Id $PID -ErrorAction SilentlyContinue)) {
+        $workerRunning = $true
+        Write-Host "[Celery] Worker already running (PID: $PID), skipping"
+    }
+}
+
+if (-not $workerRunning) {
+    Write-Host "[Celery] Starting Worker..."
+
+    # Check if celery is installed
+    try {
+        python -c "import celery" 2>$null
+        if ($LASTEXITCODE -ne 0) { throw "celery not found" }
+    } catch {
+        Write-Host "[Error] Celery not installed"
+        exit 1
+    }
+
+    # Start Celery Worker
+    $proc = Start-Process -FilePath "celery" -ArgumentList "-A application worker -l info --logfile=$WORKER_LOG --pidfile=$WORKER_PID_FILE" -WorkingDirectory $BackendDir -PassThru -NoNewWindow -WindowStyle Hidden
+    $proc.Id | Set-Content $WORKER_PID_FILE
+    Write-Host "[Celery] Worker started (PID: $($proc.Id))"
+}
+
+# Check Beat
+$beatRunning = $false
+if (Test-Path $BEAT_PID_FILE) {
+    $PID = Get-Content $BEAT_PID_FILE -ErrorAction SilentlyContinue
+    if ($PID -and (Get-Process -Id $PID -ErrorAction SilentlyContinue)) {
+        $beatRunning = $true
+        Write-Host "[Celery Beat] Already running (PID: $PID), skipping"
+    }
+}
+
+if (-not $beatRunning) {
+    Write-Host "[Celery Beat] Starting scheduler..."
+
+    # Start Celery Beat
+    $proc = Start-Process -FilePath "celery" -ArgumentList "-A application beat -l info --logfile=$BEAT_LOG --pidfile=$BEAT_PID_FILE --scheduler django_celery_beat.schedulers:DatabaseScheduler" -WorkingDirectory $BackendDir -PassThru -NoNewWindow -WindowStyle Hidden
+    $proc.Id | Set-Content $BEAT_PID_FILE
+    Write-Host "[Celery Beat] Started (PID: $($proc.Id))"
+}
+
+# Wait for startup
+Start-Sleep -Seconds 3
+
+# Show status
+if (Test-Path $WORKER_PID_FILE) {
+    Write-Host "[Celery] Worker PID: $(Get-Content $WORKER_PID_FILE)"
+    Write-Host "[Celery] Worker log: $WORKER_LOG"
+}
+
+if (Test-Path $BEAT_PID_FILE) {
+    Write-Host "[Celery Beat] PID: $(Get-Content $BEAT_PID_FILE)"
+    Write-Host "[Celery Beat] log: $BEAT_LOG"
+}
+
+Write-Host "[Celery] Startup complete"
+exit 0
diff --git a/scripts/start-celery.sh b/scripts/start-celery.sh
new file mode 100644
index 0000000..3e42ae6
--- /dev/null
+++ b/scripts/start-celery.sh
@@ -0,0 +1,99 @@
+#!/bin/bash
+# ============================================================
+# Start Celery Services
+# 使用方法: ./start-celery.sh [dev|prod]
+# ============================================================
+
+set -e
+
+SCRIPT_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)"
+PROJECT_ROOT="$(dirname "$SCRIPT_DIR")"
+BACKEND_DIR="$PROJECT_ROOT/backend"
+PID_DIR="$PROJECT_ROOT/.pids"
+LOG_DIR="$BACKEND_DIR/logs"
+
+ENV=${1:-dev}
+
+# 创建必要的目录
+mkdir -p "$PID_DIR"
+mkdir -p "$LOG_DIR"
+
+WORKER_PID_FILE="$PID_DIR/celery_worker.pid"
+BEAT_PID_FILE="$PID_DIR/celery_beat.pid"
+WORKER_LOG="$LOG_DIR/celery_worker.log"
+BEAT_LOG="$LOG_DIR/celery_beat.log"
+
+cd "$BACKEND_DIR"
+
+# 设置 Django 环境
+export DJANGO_SETTINGS_MODULE="application.settings"
+
+# 检查是否已运行
+check_celery() {
+    if [ -f "$WORKER_PID_FILE" ]; then
+        PID=$(cat "$WORKER_PID_FILE")
+        if kill -0 "$PID" 2>/dev/null; then
+            return 0
+        fi
+    fi
+    return 1
+}
+
+if check_celery; then
+    echo "[Celery] Worker 已运行，跳过启动"
+else
+    echo "[Celery] 启动 Worker..."
+
+    # 检查 celery 是否安装
+    if ! python -c "import celery" 2>/dev/null; then
+        echo "[错误] Celery 未安装"
+        exit 1
+    fi
+
+    # 启动 Celery Worker
+    nohup celery -A application worker \
+        -l info \
+        --logfile="$WORKER_LOG" \
+        --pidfile="$WORKER_PID_FILE" \
+        >> "$WORKER_LOG" 2>&1 &
+
+    echo "[Celery] Worker 启动命令已执行"
+fi
+
+# 检查 Beat
+if [ -f "$BEAT_PID_FILE" ]; then
+    PID=$(cat "$BEAT_PID_FILE")
+    if kill -0 "$PID" 2>/dev/null; then
+        echo "[Celery Beat] 已运行 (PID: $PID)，跳过启动"
+    else
+        rm -f "$BEAT_PID_FILE"
+    fi
+else
+    echo "[Celery Beat] 启动调度器..."
+
+    # 启动 Celery Beat
+    nohup celery -A application beat \
+        -l info \
+        --logfile="$BEAT_LOG" \
+        --pidfile="$BEAT_PID_FILE" \
+        --scheduler django_celery_beat.schedulers:DatabaseScheduler \
+        >> "$BEAT_LOG" 2>&1 &
+
+    echo "[Celery Beat] 启动命令已执行"
+fi
+
+# 等待检查
+sleep 3
+
+# 显示状态
+if [ -f "$WORKER_PID_FILE" ]; then
+    echo "[Celery] Worker PID: $(cat $WORKER_PID_FILE)"
+    echo "[Celery] Worker 日志: $WORKER_LOG"
+fi
+
+if [ -f "$BEAT_PID_FILE" ]; then
+    echo "[Celery Beat] PID: $(cat $BEAT_PID_FILE)"
+    echo "[Celery Beat] 日志: $BEAT_LOG"
+fi
+
+echo "[Celery] 启动完成"
diff --git a/scripts/start-frontend.ps1 b/scripts/start-frontend.ps1
new file mode 100644
index 0000000..1dadf82
--- /dev/null
+++ b/scripts/start-frontend.ps1
@@ -0,0 +1,98 @@
+# ============================================================
+# Start Frontend Service (Windows PowerShell)
+# Usage: .\start-frontend.ps1 [dev|prod]
+# ============================================================
+
+$ErrorActionPreference = "Stop"
+
+$ScriptDir = Split-Path -Parent $MyInvocation.MyCommand.Path
+$ProjectRoot = Split-Path -Parent $ScriptDir
+$FrontendDir = Join-Path $ProjectRoot "web"
+$PID_DIR = Join-Path $ProjectRoot ".pids"
+$LOG_DIR = Join-Path $ProjectRoot "backend"
+$LOG_DIR = Join-Path $LOG_DIR "logs"
+
+$ENV = if ($args[0]) { $args[0] } else { "dev" }
+
+# Create directories
+if (!(Test-Path $PID_DIR)) { New-Item -ItemType Directory -Path $PID_DIR -Force | Out-Null }
+if (!(Test-Path $LOG_DIR)) { New-Item -ItemType Directory -Path $LOG_DIR -Force | Out-Null }
+
+$PID_FILE = Join-Path $PID_DIR "frontend.pid"
+$LOG_FILE = Join-Path $LOG_DIR "frontend.log"
+
+# Check if already running
+if (Test-Path $PID_FILE) {
+    $PID = Get-Content $PID_FILE -ErrorAction SilentlyContinue
+    if ($PID -and (Get-Process -Id $PID -ErrorAction SilentlyContinue)) {
+        Write-Host "[Frontend] Already running (PID: $PID), skipping"
+        exit 0
+    } else {
+        Write-Host "[Frontend] Cleaning stale PID file"
+        Remove-Item $PID_FILE -Force -ErrorAction SilentlyContinue
+    }
+}
+
+Set-Location $FrontendDir
+
+# Check if yarn is available
+$yarnCmd = Get-Command yarn -ErrorAction SilentlyContinue
+if (!$yarnCmd) {
+    Write-Host "[Frontend] yarn not found, trying npm..."
+    $npmCmd = Get-Command npm -ErrorAction SilentlyContinue
+    if (!$npmCmd) {
+        Write-Host "[Error] npm not installed"
+        exit 1
+    }
+    $useNpm = $true
+} else {
+    $useNpm = $false
+}
+
+# Check dependencies
+if (!(Test-Path "node_modules")) {
+    Write-Host "[Frontend] Dependencies not installed, installing..."
+    if ($useNpm) {
+        npm install
+    } else {
+        yarn install
+    }
+}
+
+Write-Host "[Frontend] Starting service (ENV=$ENV)..."
+
+# Select startup method based on environment
+if ($ENV -eq "prod") {
+    Write-Host "[Frontend] Building production version..."
+    if ($useNpm) {
+        npm run build
+    } else {
+        yarn build
+    }
+    Write-Host "[Frontend] Production build complete, use static server"
+} else {
+    if ($useNpm) {
+        $proc = Start-Process -FilePath "npm" -ArgumentList "run dev" -WorkingDirectory $FrontendDir -PassThru -NoNewWindow
+    } else {
+        $proc = Start-Process -FilePath "yarn" -ArgumentList "dev" -WorkingDirectory $FrontendDir -PassThru -NoNewWindow
+    }
+    $proc.Id | Set-Content $PID_FILE
+}
+
+# Wait for startup
+Start-Sleep -Seconds 5
+
+# Check if started successfully
+if (Test-Path $PID_FILE) {
+    $PID = Get-Content $PID_FILE
+    if (Get-Process -Id $PID -ErrorAction SilentlyContinue) {
+        Write-Host "[Frontend] Started successfully (PID: $PID)"
+        Write-Host "[Frontend] Access: http://localhost:8080"
+        Write-Host "[Frontend] Log file: $LOG_FILE"
+    } else {
+        Write-Host "[Frontend] Failed to start, check log: $LOG_FILE"
+        Remove-Item $PID_FILE -Force -ErrorAction SilentlyContinue
+    }
+}
+
+exit 0
diff --git a/scripts/start-frontend.sh b/scripts/start-frontend.sh
new file mode 100644
index 0000000..fec6ccb
--- /dev/null
+++ b/scripts/start-frontend.sh
@@ -0,0 +1,72 @@
+#!/bin/bash
+# ============================================================
+# Start Frontend Service
+# 使用方法: ./start-frontend.sh [dev|prod]
+# ============================================================
+
+set -e
+
+SCRIPT_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)"
+PROJECT_ROOT="$(dirname "$SCRIPT_DIR")"
+FRONTEND_DIR="$PROJECT_ROOT/web"
+PID_DIR="$PROJECT_ROOT/.pids"
+LOG_DIR="$PROJECT_ROOT/backend/logs"
+
+ENV=${1:-dev}
+
+# 创建必要的目录
+mkdir -p "$PID_DIR"
+mkdir -p "$LOG_DIR"
+
+PID_FILE="$PID_DIR/frontend.pid"
+LOG_FILE="$LOG_DIR/frontend.log"
+
+# 检查是否已运行
+if [ -f "$PID_FILE" ]; then
+    PID=$(cat "$PID_FILE")
+    if kill -0 "$PID" 2>/dev/null; then
+        echo "[前端] 已运行 (PID: $PID)，跳过启动"
+        exit 0
+    else
+        echo "[前端] 清理旧的 PID 文件"
+        rm -f "$PID_FILE"
+    fi
+fi
+
+cd "$FRONTEND_DIR"
+
+# 检查依赖
+if [ ! -d "node_modules" ]; then
+    echo "[前端] 依赖未安装，正在安装..."
+    yarn install
+fi
+
+echo "[前端] 启动服务 (ENV=$ENV)..."
+
+# 根据环境选择启动方式
+if [ "$ENV" = "prod" ]; then
+    echo "[前端] 构建生产版本..."
+    yarn build
+    # 生产环境可以用 nginx 或静态服务器 served
+    echo "[前端] 生产构建完成，请使用静态服务器 serving"
+else
+    # 开发环境
+    nohup yarn dev >> "$LOG_FILE" 2>&1 &
+    echo $! > "$PID_FILE"
+fi
+
+# 等待启动
+sleep 5
+
+# 检查是否成功启动
+if [ -f "$PID_FILE" ]; then
+    PID=$(cat "$PID_FILE")
+    if kill -0 "$PID" 2>/dev/null; then
+        echo "[前端] 启动成功 (PID: $PID)"
+        echo "[前端] 访问地址: http://localhost:8080"
+        echo "[前端] 日志文件: $LOG_FILE"
+    else
+        echo "[前端] 启动失败，请检查日志: $LOG_FILE"
+        rm -f "$PID_FILE"
+    fi
+fi
diff --git a/scripts/stop-all.ps1 b/scripts/stop-all.ps1
new file mode 100644
index 0000000..8505327
--- /dev/null
+++ b/scripts/stop-all.ps1
@@ -0,0 +1,76 @@
+# ============================================================
+# Stop All Services (Windows PowerShell)
+# ============================================================
+
+$ErrorActionPreference = "Continue"
+
+$ScriptDir = Split-Path -Parent $MyInvocation.MyCommand.Path
+$ProjectRoot = Split-Path -Parent $ScriptDir
+$PID_DIR = Join-Path $ProjectRoot ".pids"
+
+function Stop-ServiceByName {
+    param([string]$Name, [string]$Pattern)
+
+    $pidFile = Join-Path $PID_DIR "$Name.pid"
+
+    if (Test-Path $pidFile) {
+        $pid = Get-Content $pidFile -ErrorAction SilentlyContinue
+        if ($pid) {
+            $proc = Get-Process -Id $pid -ErrorAction SilentlyContinue
+            if ($proc) {
+                Write-Host "[$Name] Stopping service (PID: $pid)..."
+                Stop-Process -Id $pid -Force -ErrorAction SilentlyContinue
+                Start-Sleep -Milliseconds 500
+                $proc = Get-Process -Id $pid -ErrorAction SilentlyContinue
+                if ($proc) {
+                    Stop-Process -Id $pid -Force -ErrorAction SilentlyContinue
+                }
+                Write-Host "[$Name] Stopped"
+            }
+        }
+        Remove-Item $pidFile -Force -ErrorAction SilentlyContinue
+    }
+
+    # Try to find by process name
+    $wmiQuery = "SELECT ProcessId, Name, CommandLine FROM Win32_Process WHERE Name LIKE '%$Pattern%' OR CommandLine LIKE '%$Pattern%'"
+    $procs = Get-WmiObject -Query $wmiQuery -ErrorAction SilentlyContinue
+    if ($procs) {
+        foreach ($p in $procs) {
+            Write-Host "[$Name] Found by pattern PID: $($p.ProcessId), stopping..."
+            Stop-Process -Id $p.ProcessId -Force -ErrorAction SilentlyContinue
+        }
+    }
+}
+
+# Stop each service
+Stop-ServiceByName "backend" "uvicorn"
+Stop-ServiceByName "frontend" "node"
+Stop-ServiceByName "celery_worker" "celery"
+Stop-ServiceByName "celery_beat" "celery"
+
+# Additional cleanup
+Write-Host "[Cleanup] Checking for residual processes..."
+
+# Cleanup uvicorn
+$wmiQuery = "SELECT ProcessId, Name FROM Win32_Process WHERE Name LIKE '%uvicorn%'"
+Get-WmiObject -Query $wmiQuery -ErrorAction SilentlyContinue | ForEach-Object {
+    Write-Host "[Cleanup] Stopping uvicorn (PID: $($_.ProcessId))"
+    Stop-Process -Id $_.ProcessId -Force -ErrorAction SilentlyContinue
+}
+
+# Cleanup gunicorn
+$wmiQuery = "SELECT ProcessId, Name FROM Win32_Process WHERE Name LIKE '%gunicorn%'"
+Get-WmiObject -Query $wmiQuery -ErrorAction SilentlyContinue | ForEach-Object {
+    Write-Host "[Cleanup] Stopping gunicorn (PID: $($_.ProcessId))"
+    Stop-Process -Id $_.ProcessId -Force -ErrorAction SilentlyContinue
+}
+
+# Cleanup node/vite
+$wmiQuery = "SELECT ProcessId, Name, CommandLine FROM Win32_Process WHERE Name LIKE '%node%' AND (CommandLine LIKE '%vite%' OR CommandLine LIKE '%dev%')"
+Get-WmiObject -Query $wmiQuery -ErrorAction SilentlyContinue | ForEach-Object {
+    Write-Host "[Cleanup] Stopping vite (PID: $($_.ProcessId))"
+    Stop-Process -Id $_.ProcessId -Force -ErrorAction SilentlyContinue
+}
+
+Write-Host "[Done] All services stopped"
+exit 0
diff --git a/scripts/stop-all.sh b/scripts/stop-all.sh
new file mode 100644
index 0000000..7636c6a
--- /dev/null
+++ b/scripts/stop-all.sh
@@ -0,0 +1,60 @@
+#!/bin/bash
+# ============================================================
+# Stop All Services
+# 使用方法: ./stop-all.sh
+# ============================================================
+
+SCRIPT_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)"
+PROJECT_ROOT="$(dirname "$SCRIPT_DIR")"
+PID_DIR="$PROJECT_ROOT/.pids"
+
+stop_service() {
+    local name=$1
+    local pid_file="$PID_DIR/$name.pid"
+
+    if [ -f "$pid_file" ]; then
+        local pid=$(cat "$pid_file")
+        if kill -0 "$pid" 2>/dev/null; then
+            echo "[$name] 停止服务 (PID: $pid)..."
+            kill "$pid" 2>/dev/null || true
+            sleep 1
+            # 强制停止
+            if kill -0 "$pid" 2>/dev/null; then
+                kill -9 "$pid" 2>/dev/null || true
+            fi
+            echo "[$name] 已停止"
+        else
+            echo "[$name] 未运行"
+        fi
+        rm -f "$pid_file"
+    else
+        # 尝试通过进程名查找
+        local pids=$(pgrep -f "$name" 2>/dev/null || true)
+        if [ -n "$pids" ]; then
+            echo "[$name] 通过进程名找到 PID: $pids，停止..."
+            echo "$pids" | xargs kill 2>/dev/null || true
+        fi
+    fi
+}
+
+# 停止各个服务
+stop_service "backend"
+stop_service "frontend"
+stop_service "celery_worker"
+stop_service "celery_beat"
+
+# 额外清理残留进程
+echo "[清理] 检查残留进程..."
+
+# 清理 uvicorn
+pkill -f "uvicorn.*application.asgi" 2>/dev/null || true
+pkill -f "gunicorn.*application.asgi" 2>/dev/null || true
+
+# 清理 celery
+pkill -f "celery.*worker" 2>/dev/null || true
+pkill -f "celery.*beat" 2>/dev/null || true
+
+# 清理 vite
+pkill -f "vite" 2>/dev/null || true
+
+echo "[完成] 所有服务已停止"
diff --git a/scripts/stop-celery.ps1 b/scripts/stop-celery.ps1
new file mode 100644
index 0000000..944226b
--- /dev/null
+++ b/scripts/stop-celery.ps1
@@ -0,0 +1,45 @@
+# ============================================================
+# Stop Celery Services (Windows PowerShell)
+# ============================================================
+
+$ErrorActionPreference = "Continue"
+
+$ScriptDir = Split-Path -Parent $MyInvocation.MyCommand.Path
+$ProjectRoot = Split-Path -Parent $ScriptDir
+$PID_DIR = Join-Path $ProjectRoot ".pids"
+
+function Stop-CeleryService {
+    param([string]$Name)
+
+    $pidFile = Join-Path $PID_DIR "$Name.pid"
+
+    if (Test-Path $pidFile) {
+        $pid = Get-Content $pidFile -ErrorAction SilentlyContinue
+        if ($pid) {
+            $proc = Get-Process -Id $pid -ErrorAction SilentlyContinue
+            if ($proc) {
+                Write-Host "[$Name] Stopping (PID: $pid)..."
+                Stop-Process -Id $pid -Force -ErrorAction SilentlyContinue
+                Start-Sleep -Milliseconds 500
+                $proc = Get-Process -Id $pid -ErrorAction SilentlyContinue
+                if ($proc) {
+                    Stop-Process -Id $pid -Force -ErrorAction SilentlyContinue
+                }
+            }
+        }
+        Remove-Item $pidFile -Force -ErrorAction SilentlyContinue
+    }
+
+    # Cleanup residual
+    $wmiQuery = "SELECT ProcessId, Name FROM Win32_Process WHERE Name LIKE '%celery%'"
+    Get-WmiObject -Query $wmiQuery -ErrorAction SilentlyContinue | ForEach-Object {
+        Write-Host "[Cleanup] Stopping celery (PID: $($_.ProcessId))"
+        Stop-Process -Id $_.ProcessId -Force -ErrorAction SilentlyContinue
+    }
+}
+
+Stop-CeleryService "celery_worker"
+Stop-CeleryService "celery_beat"
+
+Write-Host "[Done] Celery stopped"
+exit 0
diff --git a/scripts/stop-celery.sh b/scripts/stop-celery.sh
new file mode 100644
index 0000000..207ab21
--- /dev/null
+++ b/scripts/stop-celery.sh
@@ -0,0 +1,36 @@
+#!/bin/bash
+# ============================================================
+# Stop Celery Services
+# 使用方法: ./stop-celery.sh
+# ============================================================
+
+SCRIPT_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)"
+PROJECT_ROOT="$(dirname "$SCRIPT_DIR")"
+PID_DIR="$PROJECT_ROOT/.pids"
+
+stop_celery() {
+    local name=$1
+    local pid_file="$PID_DIR/$name.pid"
+    local pattern="$2"
+
+    if [ -f "$pid_file" ]; then
+        local pid=$(cat "$pid_file")
+        if kill -0 "$pid" 2>/dev/null; then
+            echo "[$name] 停止 (PID: $pid)..."
+            kill "$pid" 2>/dev/null || true
+            sleep 1
+            if kill -0 "$pid" 2>/dev/null; then
+                kill -9 "$pid" 2>/dev/null || true
+            fi
+        fi
+        rm -f "$pid_file"
+    fi
+
+    # 清理残留
+    pkill -f "celery.*$pattern" 2>/dev/null || true
+}
+
+stop_celery "celery_worker" "worker"
+stop_celery "celery_beat" "beat"
+
+echo "[完成] Celery 已停止"
diff --git a/scripts/view-logs.ps1 b/scripts/view-logs.ps1
new file mode 100644
index 0000000..3542290
--- /dev/null
+++ b/scripts/view-logs.ps1
@@ -0,0 +1,85 @@
+# ============================================================
+# View Logs (Windows PowerShell)
+# Usage: .\view-logs.ps1 [backend|frontend|celery|all]
+# ============================================================
+
+$ErrorActionPreference = "Continue"
+
+$ScriptDir = Split-Path -Parent $MyInvocation.MyCommand.Path
+$ProjectRoot = Split-Path -Parent $ScriptDir
+$BackendDir = Join-Path $ProjectRoot "backend"
+$LOG_DIR = Join-Path $BackendDir "logs"
+
+$TARGET = if ($args[0]) { $args[0] } else { "all" }
+
+# Ensure log directory exists
+if (!(Test-Path $LOG_DIR)) {
+    New-Item -ItemType Directory -Path $LOG_DIR -Force | Out-Null
+}
+
+# Create empty log files if they don't exist
+$logFiles = @(
+    (Join-Path $LOG_DIR "backend.log"),
+    (Join-Path $LOG_DIR "frontend.log"),
+    (Join-Path $LOG_DIR "celery_worker.log"),
+    (Join-Path $LOG_DIR "celery_beat.log")
+)
+foreach ($log in $logFiles) {
+    if (!(Test-Path $log)) { New-Item -ItemType File -Path $log -Force | Out-Null }
+}
+
+switch ($TARGET) {
+    "backend" {
+        Write-Host "Viewing backend logs: $LOG_DIR\backend.log"
+        Get-Content (Join-Path $LOG_DIR "backend.log") -Wait -Tail 20
+    }
+    "frontend" {
+        Write-Host "Viewing frontend logs: $LOG_DIR\frontend.log"
+        Get-Content (Join-Path $LOG_DIR "frontend.log") -Wait -Tail 20
+    }
+    "celery" {
+        Write-Host "Viewing Celery logs..."
+        Write-Host "=== Worker ==="
+        Get-Content (Join-Path $LOG_DIR "celery_worker.log") -Wait -Tail 10
+    }
+    "all" {
+        Write-Host "Viewing all logs (Ctrl+C to exit)..."
+        Write-Host ""
+        Write-Host "=== Backend Logs ==="
+        if ((Test-Path (Join-Path $LOG_DIR "backend.log")) -and (Get-Content (Join-Path $LOG_DIR "backend.log") -ErrorAction SilentlyContinue)) {
+            Get-Content (Join-Path $LOG_DIR "backend.log") -Tail 20
+        } else {
+            Write-Host "(empty)"
+        }
+        Write-Host ""
+        Write-Host "=== Frontend Logs ==="
+        if ((Test-Path (Join-Path $LOG_DIR "frontend.log")) -and (Get-Content (Join-Path $LOG_DIR "frontend.log") -ErrorAction SilentlyContinue)) {
+            Get-Content (Join-Path $LOG_DIR "frontend.log") -Tail 20
+        } else {
+            Write-Host "(empty)"
+        }
+        Write-Host ""
+        Write-Host "=== Celery Worker Logs ==="
+        if ((Test-Path (Join-Path $LOG_DIR "celery_worker.log")) -and (Get-Content (Join-Path $LOG_DIR "celery_worker.log") -ErrorAction SilentlyContinue)) {
+            Get-Content (Join-Path $LOG_DIR "celery_worker.log") -Tail 20
+        } else {
+            Write-Host "(empty)"
+        }
+        Write-Host ""
+        Write-Host "=== Celery Beat Logs ==="
+        if ((Test-Path (Join-Path $LOG_DIR "celery_beat.log")) -and (Get-Content (Join-Path $LOG_DIR "celery_beat.log") -ErrorAction SilentlyContinue)) {
+            Get-Content (Join-Path $LOG_DIR "celery_beat.log") -Tail 20
+        } else {
+            Write-Host "(empty)"
+        }
+        Write-Host ""
+        Write-Host "--- Live monitoring all logs (Ctrl+C to exit) ---"
+        Get-Content $logFiles -Wait
+    }
+    default {
+        Write-Host "Usage: $PSCommandPath [backend|frontend|celery|all]"
+        exit 1
+    }
+}
+
+exit 0
diff --git a/scripts/view-logs.sh b/scripts/view-logs.sh
new file mode 100644
index 0000000..86ec940
--- /dev/null
+++ b/scripts/view-logs.sh
@@ -0,0 +1,61 @@
+#!/bin/bash
+# ============================================================
+# View Logs
+# 使用方法: ./view-logs.sh [backend|frontend|celery|all]
+# ============================================================
+
+SCRIPT_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)"
+PROJECT_ROOT="$(dirname "$SCRIPT_DIR")"
+BACKEND_DIR="$PROJECT_ROOT/backend"
+LOG_DIR="$BACKEND_DIR/logs"
+
+TARGET=${1:-all}
+
+# 确保日志目录存在
+mkdir -p "$LOG_DIR"
+
+# 创建空的日志文件（如果不存在）
+touch "$LOG_DIR/backend.log" 2>/dev/null || true
+touch "$LOG_DIR/frontend.log" 2>/dev/null || true
+touch "$LOG_DIR/celery_worker.log" 2>/dev/null || true
+touch "$LOG_DIR/celery_beat.log" 2>/dev/null || true
+
+case "$TARGET" in
+    backend)
+        echo "查看后端日志: $LOG_DIR/backend.log"
+        tail -f "$LOG_DIR/backend.log"
+        ;;
+    frontend)
+        echo "查看前端日志: $LOG_DIR/frontend.log"
+        tail -f "$LOG_DIR/frontend.log"
+        ;;
+    celery)
+        echo "查看 Celery 日志..."
+        echo "=== Worker ==="
+        tail -f "$LOG_DIR/celery_worker.log" &
+        echo "=== Beat ==="
+        tail -f "$LOG_DIR/celery_beat.log"
+        ;;
+    all)
+        echo "查看所有日志 (Ctrl+C 退出)..."
+        echo ""
+        echo "=== 后端日志 ==="
+        tail -n 20 "$LOG_DIR/backend.log" 2>/dev/null || echo "(空)"
+        echo ""
+        echo "=== 前端日志 ==="
+        tail -n 20 "$LOG_DIR/frontend.log" 2>/dev/null || echo "(空)"
+        echo ""
+        echo "=== Celery Worker 日志 ==="
+        tail -n 20 "$LOG_DIR/celery_worker.log" 2>/dev/null || echo "(空)"
+        echo ""
+        echo "=== Celery Beat 日志 ==="
+        tail -n 20 "$LOG_DIR/celery_beat.log" 2>/dev/null || echo "(空)"
+        echo ""
+        echo "--- 实时监控所有日志 (Ctrl+C 退出) ---"
+        tail -f "$LOG_DIR/backend.log" "$LOG_DIR/frontend.log" "$LOG_DIR/celery_worker.log" "$LOG_DIR/celery_beat.log"
+        ;;
+    *)
+        echo "用法: $0 [backend|frontend|celery|all]"
+        exit 1
+        ;;
+esac