feat: complete external auth V2 migration with advanced features

This commit implements comprehensive external Azure AD authentication
with complete task management, file download, and admin monitoring systems.

## Core Features Implemented (80% Complete)

### 1. Token Auto-Refresh Mechanism ✅
- Backend: POST /api/v2/auth/refresh endpoint
- Frontend: Auto-refresh 5 minutes before expiration
- Auto-retry on 401 errors with seamless token refresh

### 2. File Download System ✅
- Three format support: JSON / Markdown / PDF
- Endpoints: GET /api/v2/tasks/{id}/download/{format}
- File access control with ownership validation
- Frontend download buttons in TaskHistoryPage

### 3. Complete Task Management ✅
Backend Endpoints:
- POST /api/v2/tasks/{id}/start - Start task
- POST /api/v2/tasks/{id}/cancel - Cancel task
- POST /api/v2/tasks/{id}/retry - Retry failed task
- GET /api/v2/tasks - List with filters (status, filename, date range)
- GET /api/v2/tasks/stats - User statistics

Frontend Features:
- Status-based action buttons (Start/Cancel/Retry)
- Advanced search and filtering (status, filename, date range)
- Pagination and sorting
- Task statistics dashboard (5 stat cards)

### 4. Admin Monitoring System ✅ (Backend)
Admin APIs:
- GET /api/v2/admin/stats - System statistics
- GET /api/v2/admin/users - User list with stats
- GET /api/v2/admin/users/top - User leaderboard
- GET /api/v2/admin/audit-logs - Audit log query system
- GET /api/v2/admin/audit-logs/user/{id}/summary

Admin Features:
- Email-based admin check (ymirliu@panjit.com.tw)
- Comprehensive system metrics (users, tasks, sessions, activity)
- Audit logging service for security tracking

### 5. User Isolation & Security ✅
- Row-level security on all task queries
- File access control with ownership validation
- Strict user_id filtering on all operations
- Session validation and expiry checking
- Admin privilege verification

## New Files Created

Backend:
- backend/app/models/user_v2.py - User model for external auth
- backend/app/models/task.py - Task model with user isolation
- backend/app/models/session.py - Session management
- backend/app/models/audit_log.py - Audit log model
- backend/app/services/external_auth_service.py - External API client
- backend/app/services/task_service.py - Task CRUD with isolation
- backend/app/services/file_access_service.py - File access control
- backend/app/services/admin_service.py - Admin operations
- backend/app/services/audit_service.py - Audit logging
- backend/app/routers/auth_v2.py - V2 auth endpoints
- backend/app/routers/tasks.py - Task management endpoints
- backend/app/routers/admin.py - Admin endpoints
- backend/alembic/versions/5e75a59fb763_*.py - DB migration

Frontend:
- frontend/src/services/apiV2.ts - Complete V2 API client
- frontend/src/types/apiV2.ts - V2 type definitions
- frontend/src/pages/TaskHistoryPage.tsx - Task history UI

Modified Files:
- backend/app/core/deps.py - Added get_current_admin_user_v2
- backend/app/main.py - Registered admin router
- frontend/src/pages/LoginPage.tsx - V2 login integration
- frontend/src/components/Layout.tsx - User display and logout
- frontend/src/App.tsx - Added /tasks route

## Documentation
- openspec/changes/.../PROGRESS_UPDATE.md - Detailed progress report

## Pending Items (20%)
1. Database migration execution for audit_logs table
2. Frontend admin dashboard page
3. Frontend audit log viewer

## Testing Status
- Manual testing: ✅ Authentication flow verified
- Unit tests: ⏳ Pending
- Integration tests: ⏳ Pending

## Security Enhancements
- ✅ User isolation (row-level security)
- ✅ File access control
- ✅ Token expiry validation
- ✅ Admin privilege verification
- ✅ Audit logging infrastructure
- ⏳ Token encryption (noted, low priority)
- ⏳ Rate limiting (noted, low priority)

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude <noreply@anthropic.com>

frontend/src/pages/LoginPage.tsx

@@ -2,7 +2,7 @@ import { useState } from 'react'
 import { useNavigate } from 'react-router-dom'
 import { useTranslation } from 'react-i18next'
 import { useAuthStore } from '@/store/authStore'
-import { apiClient } from '@/services/api'
+import { apiClientV2 } from '@/services/apiV2'
 import { Lock, User, LayoutDashboard, AlertCircle, Loader2, Sparkles, Zap, Shield } from 'lucide-react'
 
 export default function LoginPage() {
@@ -20,8 +20,17 @@ export default function LoginPage() {
     setLoading(true)
 
     try {
-      await apiClient.login({ username, password })
-      setUser({ id: 1, username })
+      // Use V2 API with external authentication
+      const response = await apiClientV2.login({ username, password })
+
+      // Store user info from V2 API response
+      setUser({
+        id: response.user.id,
+        username: response.user.email,
+        email: response.user.email,
+        displayName: response.user.display_name
+      })
+
       navigate('/upload')
     } catch (err: any) {
       const errorDetail = err.response?.data?.detail