diff --git a/backend/app/api/v1/endpoints/prompts.py b/backend/app/api/v1/endpoints/prompts.py
index 2dd8cc6..9045c5b 100644
--- a/backend/app/api/v1/endpoints/prompts.py
+++ b/backend/app/api/v1/endpoints/prompts.py
@@ -280,18 +280,42 @@ async def test_prompt_template(
 ) -> Any:
     """测试提示词效果"""
     from app.services.llm.service import LLMService
+    from app.models.user_config import UserConfig
+    from app.core.encryption import decrypt_sensitive_data
     
     start_time = time.time()
     
     try:
-        # 创建LLM服务实例
-        llm_service = LLMService()
+        # 获取用户配置
+        user_config = {}
+        result_config = await db.execute(
+            select(UserConfig).where(UserConfig.user_id == current_user.id)
+        )
+        config = result_config.scalar_one_or_none()
+        if config:
+            # 需要解密的敏感字段
+            SENSITIVE_LLM_FIELDS = [
+                'llmApiKey', 'geminiApiKey', 'openaiApiKey', 'claudeApiKey',
+                'qwenApiKey', 'deepseekApiKey', 'zhipuApiKey', 'moonshotApiKey',
+                'baiduApiKey', 'minimaxApiKey', 'doubaoApiKey'
+            ]
+            
+            llm_config = json.loads(config.llm_config) if config.llm_config else {}
+            for field in SENSITIVE_LLM_FIELDS:
+                if field in llm_config and llm_config[field]:
+                    llm_config[field] = decrypt_sensitive_data(llm_config[field])
+            
+            user_config = {'llmConfig': llm_config}
+        
+        # 创建使用用户配置的LLM服务实例
+        llm_service = LLMService(user_config=user_config)
         
         # 使用自定义提示词进行分析
         result = await llm_service.analyze_code_with_custom_prompt(
             code=request.code,
             language=request.language,
             custom_prompt=request.content,
+            output_language=request.output_language,
         )
         
         execution_time = time.time() - start_time
@@ -303,6 +327,9 @@ async def test_prompt_template(
         )
     except Exception as e:
         execution_time = time.time() - start_time
+        import traceback
+        print(f"❌ 提示词测试失败: {e}")
+        print(traceback.format_exc())
         return PromptTestResponse(
             success=False,
             error=str(e),
diff --git a/backend/app/api/v1/endpoints/scan.py b/backend/app/api/v1/endpoints/scan.py
index 661fa7f..4640502 100644
--- a/backend/app/api/v1/endpoints/scan.py
+++ b/backend/app/api/v1/endpoints/scan.py
@@ -126,7 +126,21 @@ async def process_zip_task(task_id: str, file_path: str, db_session_factory, use
                     total_lines += content.count('\n') + 1
                     language = get_language_from_path(file_info['path'])
                     
-                    result = await llm_service.analyze_code(content, language)
+                    # 获取规则集和提示词模板ID
+                    scan_config = (user_config or {}).get('scan_config', {})
+                    rule_set_id = scan_config.get('rule_set_id')
+                    prompt_template_id = scan_config.get('prompt_template_id')
+                    
+                    # 使用规则集和提示词模板进行分析
+                    if rule_set_id or prompt_template_id:
+                        result = await llm_service.analyze_code_with_rules(
+                            content, language, 
+                            rule_set_id=rule_set_id,
+                            prompt_template_id=prompt_template_id,
+                            db_session=db
+                        )
+                    else:
+                        result = await llm_service.analyze_code(content, language)
                     
                     issues = result.get("issues", [])
                     for i in issues:
@@ -267,9 +281,13 @@ async def scan_zip(
     # 获取用户配置
     user_config = await get_user_config_dict(db, current_user.id)
     
-    # 将扫描配置注入到 user_config 中
-    if parsed_scan_config and 'file_paths' in parsed_scan_config:
-        user_config['scan_config'] = {'file_paths': parsed_scan_config['file_paths']}
+    # 将扫描配置注入到 user_config 中（包括规则集和提示词模板）
+    if parsed_scan_config:
+        user_config['scan_config'] = {
+            'file_paths': parsed_scan_config.get('file_paths', []),
+            'rule_set_id': parsed_scan_config.get('rule_set_id'),
+            'prompt_template_id': parsed_scan_config.get('prompt_template_id'),
+        }
 
     # Trigger Background Task - 使用持久化存储的文件路径
     stored_zip_path = await load_project_zip(project_id)
@@ -281,6 +299,8 @@ async def scan_zip(
 class ScanRequest(BaseModel):
     file_paths: Optional[List[str]] = None
     full_scan: bool = True
+    rule_set_id: Optional[str] = None
+    prompt_template_id: Optional[str] = None
 
 
 @router.post("/scan-stored-zip")
@@ -323,9 +343,13 @@ async def scan_stored_zip(
     # 获取用户配置
     user_config = await get_user_config_dict(db, current_user.id)
     
-    # 将扫描配置注入到 user_config 中，以便 process_zip_task 使用
-    if scan_request and scan_request.file_paths:
-        user_config['scan_config'] = {'file_paths': scan_request.file_paths}
+    # 将扫描配置注入到 user_config 中（包括规则集和提示词模板）
+    if scan_request:
+        user_config['scan_config'] = {
+            'file_paths': scan_request.file_paths or [],
+            'rule_set_id': scan_request.rule_set_id,
+            'prompt_template_id': scan_request.prompt_template_id,
+        }
 
     # Trigger Background Task
     background_tasks.add_task(process_zip_task, task.id, stored_zip_path, AsyncSessionLocal, user_config)
@@ -336,6 +360,7 @@ async def scan_stored_zip(
 class InstantAnalysisRequest(BaseModel):
     code: str
     language: str
+    prompt_template_id: Optional[str] = None
 
 
 class InstantAnalysisResponse(BaseModel):
@@ -411,7 +436,15 @@ async def instant_analysis(
     start_time = datetime.now(timezone.utc)
     
     try:
-        result = await llm_service.analyze_code(req.code, req.language)
+        # 如果指定了提示词模板，使用自定义分析
+        if req.prompt_template_id:
+            result = await llm_service.analyze_code_with_rules(
+                req.code, req.language,
+                prompt_template_id=req.prompt_template_id,
+                db_session=db
+            )
+        else:
+            result = await llm_service.analyze_code(req.code, req.language)
     except Exception as e:
         # 分析失败，返回错误信息
         error_msg = str(e)
diff --git a/backend/app/schemas/prompt_template.py b/backend/app/schemas/prompt_template.py
index 306240b..6e93d1a 100644
--- a/backend/app/schemas/prompt_template.py
+++ b/backend/app/schemas/prompt_template.py
@@ -61,6 +61,7 @@ class PromptTestRequest(BaseModel):
     content: str = Field(..., description="提示词内容")
     language: str = Field("python", description="编程语言")
     code: str = Field(..., description="测试代码")
+    output_language: str = Field("zh", description="输出语言: zh/en")
 
 
 class PromptTestResponse(BaseModel):
diff --git a/backend/app/services/llm/service.py b/backend/app/services/llm/service.py
index 81d5fdb..f6f33a8 100644
--- a/backend/app/services/llm/service.py
+++ b/backend/app/services/llm/service.py
@@ -646,7 +646,8 @@ Please analyze the following code:
         code: str, 
         language: str, 
         custom_prompt: str,
-        rules: Optional[list] = None
+        rules: Optional[list] = None,
+        output_language: Optional[str] = None
     ) -> Dict[str, Any]:
         """
         使用自定义提示词分析代码
@@ -656,9 +657,13 @@ Please analyze the following code:
             language: 编程语言
             custom_prompt: 自定义系统提示词
             rules: 可选的审计规则列表
+            output_language: 输出语言 (zh/en)，如果不指定则使用系统配置
         """
-        output_language = self._get_output_language()
-        is_chinese = output_language == 'zh-CN'
+        if output_language:
+            is_chinese = output_language == 'zh'
+        else:
+            system_output_language = self._get_output_language()
+            is_chinese = system_output_language == 'zh-CN'
         
         # 添加行号
         code_with_lines = '\n'.join(
@@ -701,12 +706,25 @@ Please analyze the following code:
 }"""
         
         # 构建完整的系统提示词
-        format_instruction = f"""
+        if is_chinese:
+            format_instruction = f"""
 
 【输出格式要求】
 1. 必须只输出纯JSON对象
 2. 禁止在JSON前后添加任何文字、说明、markdown标记
-3. 输出格式必须符合以下 JSON Schema：
+3. 所有文本字段（title, description, suggestion等）必须使用中文输出
+4. 输出格式必须符合以下 JSON Schema：
+
+{schema}
+{rules_prompt}"""
+        else:
+            format_instruction = f"""
+
+【Output Format Requirements】
+1. Must output pure JSON object only
+2. Do not add any text, explanation, or markdown markers before or after JSON
+3. All text fields (title, description, suggestion, etc.) must be in English
+4. Output format must conform to the following JSON Schema:
 
 {schema}
 {rules_prompt}"""
diff --git a/backend/app/services/scanner.py b/backend/app/services/scanner.py
index cc7af98..0a4b573 100644
--- a/backend/app/services/scanner.py
+++ b/backend/app/services/scanner.py
@@ -371,8 +371,20 @@ async def scan_repo_task(task_id: str, db_session_factory, user_config: dict = N
                     language = get_language_from_path(file_info["path"])
                     
                     print(f"🤖 正在调用 LLM 分析: {file_info['path']} ({language}, {len(content)} bytes)")
-                    # LLM分析
-                    analysis = await llm_service.analyze_code(content, language)
+                    # LLM分析 - 支持规则集和提示词模板
+                    scan_config = (user_config or {}).get('scan_config', {})
+                    rule_set_id = scan_config.get('rule_set_id')
+                    prompt_template_id = scan_config.get('prompt_template_id')
+                    
+                    if rule_set_id or prompt_template_id:
+                        analysis = await llm_service.analyze_code_with_rules(
+                            content, language,
+                            rule_set_id=rule_set_id,
+                            prompt_template_id=prompt_template_id,
+                            db_session=db
+                        )
+                    else:
+                        analysis = await llm_service.analyze_code(content, language)
                     print(f"✅ LLM 分析完成: {file_info['path']}")
                     
                     # 再次检查是否取消（LLM分析后）
diff --git a/frontend/src/components/audit/CreateTaskDialog.tsx b/frontend/src/components/audit/CreateTaskDialog.tsx
index 314e2f7..2a0e69b 100644
--- a/frontend/src/components/audit/CreateTaskDialog.tsx
+++ b/frontend/src/components/audit/CreateTaskDialog.tsx
@@ -34,9 +34,12 @@ import {
   Globe,
   Shield,
   Loader2,
+  Zap,
 } from "lucide-react";
 import { toast } from "sonner";
 import { api } from "@/shared/config/database";
+import { getRuleSets, type AuditRuleSet } from "@/shared/api/rules";
+import { getPromptTemplates, type PromptTemplate } from "@/shared/api/prompts";
 
 import { useProjects } from "./hooks/useTaskForm";
 import { useZipFile, formatFileSize } from "./hooks/useZipFile";
@@ -86,6 +89,12 @@ export default function CreateTaskDialog({
   const [uploading, setUploading] = useState(false);
   const [showTerminal, setShowTerminal] = useState(false);
   const [currentTaskId, setCurrentTaskId] = useState<string | null>(null);
+  
+  // 规则集和提示词模板
+  const [ruleSets, setRuleSets] = useState<AuditRuleSet[]>([]);
+  const [promptTemplates, setPromptTemplates] = useState<PromptTemplate[]>([]);
+  const [selectedRuleSetId, setSelectedRuleSetId] = useState<string>("");
+  const [selectedPromptTemplateId, setSelectedPromptTemplateId] = useState<string>("");
 
   const { projects, loading, loadProjects } = useProjects();
   const selectedProject = projects.find((p) => p.id === selectedProjectId);
@@ -127,6 +136,23 @@ export default function CreateTaskDialog({
     );
   }, [projects, searchTerm]);
 
+  // 加载规则集和提示词模板
+  useEffect(() => {
+    const loadRulesAndPrompts = async () => {
+      try {
+        const [rulesRes, promptsRes] = await Promise.all([
+          getRuleSets({ is_active: true }),
+          getPromptTemplates({ is_active: true }),
+        ]);
+        setRuleSets(rulesRes.items);
+        setPromptTemplates(promptsRes.items);
+      } catch (error) {
+        console.error("加载规则集和提示词失败:", error);
+      }
+    };
+    loadRulesAndPrompts();
+  }, []);
+
   useEffect(() => {
     if (open) {
       loadProjects();
@@ -135,6 +161,8 @@ export default function CreateTaskDialog({
       }
       setSearchTerm("");
       setShowAdvanced(false);
+      setSelectedRuleSetId("");
+      setSelectedPromptTemplateId("");
       zipState.reset();
     }
   }, [open, preselectedProjectId]);
@@ -158,6 +186,8 @@ export default function CreateTaskDialog({
             excludePatterns,
             createdBy: "local-user",
             filePaths: selectedFiles,
+            ruleSetId: selectedRuleSetId || undefined,
+            promptTemplateId: selectedPromptTemplateId || undefined,
           });
         } else if (zipState.zipFile) {
           taskId = await scanZipFile({
@@ -165,6 +195,8 @@ export default function CreateTaskDialog({
             zipFile: zipState.zipFile,
             excludePatterns,
             createdBy: "local-user",
+            ruleSetId: selectedRuleSetId || undefined,
+            promptTemplateId: selectedPromptTemplateId || undefined,
           });
         } else {
           toast.error("请上传 ZIP 文件");
@@ -182,6 +214,8 @@ export default function CreateTaskDialog({
           exclude: excludePatterns,
           createdBy: "local-user",
           filePaths: selectedFiles,
+          ruleSetId: selectedRuleSetId || undefined,
+          promptTemplateId: selectedPromptTemplateId || undefined,
         });
       }
 
@@ -335,6 +369,48 @@ export default function CreateTaskDialog({
                 )}
 
                 {/* 高级选项 */}
+                {/* 规则集和提示词选择 */}
+                <div className="p-3 border-2 border-black bg-purple-50 space-y-3">
+                  <div className="flex items-center gap-2 mb-2">
+                    <Zap className="w-4 h-4 text-purple-700" />
+                    <span className="font-mono text-sm font-bold text-purple-900 uppercase">审计配置</span>
+                  </div>
+                  <div className="grid grid-cols-2 gap-3">
+                    <div>
+                      <label className="block text-xs font-mono font-bold text-gray-600 mb-1 uppercase">规则集</label>
+                      <Select value={selectedRuleSetId} onValueChange={setSelectedRuleSetId}>
+                        <SelectTrigger className="h-9 rounded-none border-2 border-black font-mono text-xs focus:ring-0">
+                          <SelectValue placeholder="默认规则" />
+                        </SelectTrigger>
+                        <SelectContent className="rounded-none border-2 border-black shadow-[4px_4px_0px_0px_rgba(0,0,0,1)]">
+                          <SelectItem value="" className="font-mono text-xs">默认规则</SelectItem>
+                          {ruleSets.map((rs) => (
+                            <SelectItem key={rs.id} value={rs.id} className="font-mono text-xs">
+                              {rs.name} ({rs.enabled_rules_count})
+                            </SelectItem>
+                          ))}
+                        </SelectContent>
+                      </Select>
+                    </div>
+                    <div>
+                      <label className="block text-xs font-mono font-bold text-gray-600 mb-1 uppercase">提示词</label>
+                      <Select value={selectedPromptTemplateId} onValueChange={setSelectedPromptTemplateId}>
+                        <SelectTrigger className="h-9 rounded-none border-2 border-black font-mono text-xs focus:ring-0">
+                          <SelectValue placeholder="默认提示词" />
+                        </SelectTrigger>
+                        <SelectContent className="rounded-none border-2 border-black shadow-[4px_4px_0px_0px_rgba(0,0,0,1)]">
+                          <SelectItem value="" className="font-mono text-xs">默认提示词</SelectItem>
+                          {promptTemplates.map((pt) => (
+                            <SelectItem key={pt.id} value={pt.id} className="font-mono text-xs">
+                              {pt.name}
+                            </SelectItem>
+                          ))}
+                        </SelectContent>
+                      </Select>
+                    </div>
+                  </div>
+                </div>
+
                 <Collapsible open={showAdvanced} onOpenChange={setShowAdvanced}>
                   <CollapsibleTrigger className="flex items-center gap-2 text-sm font-mono text-gray-600 hover:text-black transition-colors">
                     <ChevronRight
diff --git a/frontend/src/features/analysis/services/codeAnalysis.ts b/frontend/src/features/analysis/services/codeAnalysis.ts
index 734bfda..a028c40 100644
--- a/frontend/src/features/analysis/services/codeAnalysis.ts
+++ b/frontend/src/features/analysis/services/codeAnalysis.ts
@@ -7,9 +7,13 @@ export class CodeAnalysisEngine {
     return [...SUPPORTED_LANGUAGES];
   }
 
-  static async analyzeCode(code: string, language: string): Promise<CodeAnalysisResult> {
+  static async analyzeCode(code: string, language: string, promptTemplateId?: string): Promise<CodeAnalysisResult> {
     try {
-      const response = await apiClient.post('/scan/instant', { code, language });
+      const response = await apiClient.post('/scan/instant', { 
+        code, 
+        language,
+        prompt_template_id: promptTemplateId || undefined,
+      });
       return response.data;
     } catch (error: any) {
       console.error('Analysis failed:', error);
diff --git a/frontend/src/features/projects/services/repoScan.ts b/frontend/src/features/projects/services/repoScan.ts
index d264b8c..eb351e1 100644
--- a/frontend/src/features/projects/services/repoScan.ts
+++ b/frontend/src/features/projects/services/repoScan.ts
@@ -7,6 +7,8 @@ export async function runRepositoryAudit(params: {
   exclude?: string[];
   createdBy?: string;
   filePaths?: string[];
+  ruleSetId?: string;
+  promptTemplateId?: string;
 }) {
   // 后端会从用户配置中读取 GitHub/GitLab Token，前端不需要传递
   // The backend handles everything now. 
@@ -22,7 +24,9 @@ export async function runRepositoryAudit(params: {
     branch_name: params.branch || "main",
     exclude_patterns: params.exclude || [],
     scan_config: {
-      file_paths: params.filePaths
+      file_paths: params.filePaths,
+      rule_set_id: params.ruleSetId,
+      prompt_template_id: params.promptTemplateId,
     },
     created_by: params.createdBy || "unknown"
   } as any);
diff --git a/frontend/src/features/projects/services/repoZipScan.ts b/frontend/src/features/projects/services/repoZipScan.ts
index a6927a8..ef9ebee 100644
--- a/frontend/src/features/projects/services/repoZipScan.ts
+++ b/frontend/src/features/projects/services/repoZipScan.ts
@@ -9,6 +9,8 @@ export async function scanZipFile(params: {
   excludePatterns?: string[];
   createdBy?: string;
   filePaths?: string[];
+  ruleSetId?: string;
+  promptTemplateId?: string;
 }): Promise<string> {
   const formData = new FormData();
   formData.append("file", params.zipFile);
@@ -16,7 +18,9 @@ export async function scanZipFile(params: {
 
   const scanConfig = {
     file_paths: params.filePaths,
-    full_scan: !params.filePaths || params.filePaths.length === 0
+    full_scan: !params.filePaths || params.filePaths.length === 0,
+    rule_set_id: params.ruleSetId,
+    prompt_template_id: params.promptTemplateId,
   };
   formData.append("scan_config", JSON.stringify(scanConfig));
 
@@ -37,10 +41,14 @@ export async function scanStoredZipFile(params: {
   excludePatterns?: string[];
   createdBy?: string;
   filePaths?: string[];
+  ruleSetId?: string;
+  promptTemplateId?: string;
 }): Promise<string> {
   const scanRequest = {
     file_paths: params.filePaths,
-    full_scan: !params.filePaths || params.filePaths.length === 0
+    full_scan: !params.filePaths || params.filePaths.length === 0,
+    rule_set_id: params.ruleSetId,
+    prompt_template_id: params.promptTemplateId,
   };
   const res = await apiClient.post(`/scan/scan-stored-zip`, scanRequest, {
     params: { project_id: params.projectId },
diff --git a/frontend/src/pages/AuditRules.tsx b/frontend/src/pages/AuditRules.tsx
index a2b871c..9cc27a6 100644
--- a/frontend/src/pages/AuditRules.tsx
+++ b/frontend/src/pages/AuditRules.tsx
@@ -1,10 +1,9 @@
 /**
- * 审计规则管理页面
+ * 审计规则管理页面 - Retro Terminal 风格
  */
 
 import { useState, useEffect } from 'react';
 import { Button } from '@/components/ui/button';
-import { Card, CardContent, CardDescription, CardHeader, CardTitle } from '@/components/ui/card';
 import { Badge } from '@/components/ui/badge';
 import { Switch } from '@/components/ui/switch';
 import { Input } from '@/components/ui/input';
@@ -13,7 +12,7 @@ import { Label } from '@/components/ui/label';
 import { Select, SelectContent, SelectItem, SelectTrigger, SelectValue } from '@/components/ui/select';
 import { Dialog, DialogContent, DialogDescription, DialogFooter, DialogHeader, DialogTitle } from '@/components/ui/dialog';
 import { ScrollArea } from '@/components/ui/scroll-area';
-import { useToast } from '@/shared/hooks/use-toast';
+import { toast } from 'sonner';
 import {
   Plus,
   Trash2,
@@ -28,6 +27,9 @@ import {
   ChevronDown,
   ChevronRight,
   ExternalLink,
+  Activity,
+  CheckCircle,
+  Terminal,
 } from 'lucide-react';
 import {
   getRuleSets,
@@ -47,18 +49,18 @@ import {
 } from '@/shared/api/rules';
 
 const CATEGORIES = [
-  { value: 'security', label: '安全', icon: Shield, color: 'text-red-500' },
-  { value: 'bug', label: 'Bug', icon: Bug, color: 'text-orange-500' },
-  { value: 'performance', label: '性能', icon: Zap, color: 'text-yellow-500' },
-  { value: 'style', label: '代码风格', icon: Code, color: 'text-blue-500' },
-  { value: 'maintainability', label: '可维护性', icon: Settings, color: 'text-purple-500' },
+  { value: 'security', label: '安全', icon: Shield, color: 'text-red-600', bg: 'bg-red-100' },
+  { value: 'bug', label: 'Bug', icon: Bug, color: 'text-orange-600', bg: 'bg-orange-100' },
+  { value: 'performance', label: '性能', icon: Zap, color: 'text-yellow-600', bg: 'bg-yellow-100' },
+  { value: 'style', label: '代码风格', icon: Code, color: 'text-blue-600', bg: 'bg-blue-100' },
+  { value: 'maintainability', label: '可维护性', icon: Settings, color: 'text-purple-600', bg: 'bg-purple-100' },
 ];
 
 const SEVERITIES = [
-  { value: 'critical', label: '严重', color: 'bg-red-500' },
-  { value: 'high', label: '高', color: 'bg-orange-500' },
-  { value: 'medium', label: '中', color: 'bg-yellow-500' },
-  { value: 'low', label: '低', color: 'bg-blue-500' },
+  { value: 'critical', label: '严重', color: 'bg-red-600 text-white' },
+  { value: 'high', label: '高', color: 'bg-orange-500 text-white' },
+  { value: 'medium', label: '中', color: 'bg-yellow-500 text-black' },
+  { value: 'low', label: '低', color: 'bg-blue-500 text-white' },
 ];
 
 const LANGUAGES = [
@@ -68,8 +70,6 @@ const LANGUAGES = [
   { value: 'typescript', label: 'TypeScript' },
   { value: 'java', label: 'Java' },
   { value: 'go', label: 'Go' },
-  { value: 'rust', label: 'Rust' },
-  { value: 'cpp', label: 'C/C++' },
 ];
 
 const RULE_TYPES = [
@@ -80,45 +80,26 @@ const RULE_TYPES = [
 ];
 
 export default function AuditRules() {
-  const { toast } = useToast();
   const [ruleSets, setRuleSets] = useState<AuditRuleSet[]>([]);
   const [loading, setLoading] = useState(true);
   const [expandedSets, setExpandedSets] = useState<Set<string>>(new Set());
-  
-  // 对话框状态
   const [showCreateDialog, setShowCreateDialog] = useState(false);
   const [showEditDialog, setShowEditDialog] = useState(false);
   const [showRuleDialog, setShowRuleDialog] = useState(false);
   const [showImportDialog, setShowImportDialog] = useState(false);
-  
   const [selectedRuleSet, setSelectedRuleSet] = useState<AuditRuleSet | null>(null);
   const [selectedRule, setSelectedRule] = useState<AuditRule | null>(null);
-  
-  // 表单状态
+
   const [ruleSetForm, setRuleSetForm] = useState<AuditRuleSetCreate>({
-    name: '',
-    description: '',
-    language: 'all',
-    rule_type: 'custom',
+    name: '', description: '', language: 'all', rule_type: 'custom',
   });
-  
   const [ruleForm, setRuleForm] = useState<AuditRuleCreate>({
-    rule_code: '',
-    name: '',
-    description: '',
-    category: 'security',
-    severity: 'medium',
-    custom_prompt: '',
-    fix_suggestion: '',
-    reference_url: '',
-    enabled: true,
+    rule_code: '', name: '', description: '', category: 'security',
+    severity: 'medium', custom_prompt: '', fix_suggestion: '', reference_url: '', enabled: true,
   });
-  
   const [importJson, setImportJson] = useState('');
 
-  useEffect(() => {
-    loadRuleSets();
-  }, []);
+  useEffect(() => { loadRuleSets(); }, []);
 
   const loadRuleSets = async () => {
     try {
@@ -126,7 +107,7 @@ export default function AuditRules() {
       const response = await getRuleSets();
       setRuleSets(response.items);
     } catch (error) {
-      toast({ title: '加载失败', description: '无法加载规则集', variant: 'destructive' });
+      toast.error('加载规则集失败');
     } finally {
       setLoading(false);
     }
@@ -134,47 +115,38 @@ export default function AuditRules() {
 
   const toggleExpand = (id: string) => {
     const newExpanded = new Set(expandedSets);
-    if (newExpanded.has(id)) {
-      newExpanded.delete(id);
-    } else {
-      newExpanded.add(id);
-    }
+    if (newExpanded.has(id)) newExpanded.delete(id);
+    else newExpanded.add(id);
     setExpandedSets(newExpanded);
   };
 
   const handleCreateRuleSet = async () => {
     try {
       await createRuleSet(ruleSetForm);
-      toast({ title: '创建成功', description: '规则集已创建' });
+      toast.success('规则集已创建');
       setShowCreateDialog(false);
       setRuleSetForm({ name: '', description: '', language: 'all', rule_type: 'custom' });
       loadRuleSets();
-    } catch (error) {
-      toast({ title: '创建失败', variant: 'destructive' });
-    }
+    } catch (error) { toast.error('创建失败'); }
   };
 
   const handleUpdateRuleSet = async () => {
     if (!selectedRuleSet) return;
     try {
       await updateRuleSet(selectedRuleSet.id, ruleSetForm);
-      toast({ title: '更新成功' });
+      toast.success('更新成功');
       setShowEditDialog(false);
       loadRuleSets();
-    } catch (error) {
-      toast({ title: '更新失败', variant: 'destructive' });
-    }
+    } catch (error) { toast.error('更新失败'); }
   };
 
   const handleDeleteRuleSet = async (id: string) => {
     if (!confirm('确定要删除此规则集吗？')) return;
     try {
       await deleteRuleSet(id);
-      toast({ title: '删除成功' });
+      toast.success('删除成功');
       loadRuleSets();
-    } catch (error: any) {
-      toast({ title: '删除失败', description: error.message, variant: 'destructive' });
-    }
+    } catch (error: any) { toast.error(error.message || '删除失败'); }
   };
 
   const handleExport = async (ruleSet: AuditRuleSet) => {
@@ -182,494 +154,440 @@ export default function AuditRules() {
       const blob = await exportRuleSet(ruleSet.id);
       const url = URL.createObjectURL(blob);
       const a = document.createElement('a');
-      a.href = url;
-      a.download = `${ruleSet.name}.json`;
-      a.click();
+      a.href = url; a.download = `${ruleSet.name}.json`; a.click();
       URL.revokeObjectURL(url);
-      toast({ title: '导出成功' });
-    } catch (error) {
-      toast({ title: '导出失败', variant: 'destructive' });
-    }
+      toast.success('导出成功');
+    } catch (error) { toast.error('导出失败'); }
   };
 
   const handleImport = async () => {
     try {
       const data = JSON.parse(importJson);
       await importRuleSet(data);
-      toast({ title: '导入成功' });
+      toast.success('导入成功');
       setShowImportDialog(false);
       setImportJson('');
       loadRuleSets();
-    } catch (error: any) {
-      toast({ title: '导入失败', description: error.message, variant: 'destructive' });
-    }
+    } catch (error: any) { toast.error(error.message || '导入失败'); }
   };
 
   const handleAddRule = async () => {
     if (!selectedRuleSet) return;
     try {
       await addRuleToSet(selectedRuleSet.id, ruleForm);
-      toast({ title: '添加成功' });
+      toast.success('添加成功');
       setShowRuleDialog(false);
-      setRuleForm({
-        rule_code: '',
-        name: '',
-        description: '',
-        category: 'security',
-        severity: 'medium',
-        custom_prompt: '',
-        fix_suggestion: '',
-        reference_url: '',
-        enabled: true,
-      });
+      setRuleForm({ rule_code: '', name: '', description: '', category: 'security', severity: 'medium', custom_prompt: '', fix_suggestion: '', reference_url: '', enabled: true });
       loadRuleSets();
-    } catch (error) {
-      toast({ title: '添加失败', variant: 'destructive' });
-    }
+    } catch (error) { toast.error('添加失败'); }
   };
 
   const handleUpdateRule = async () => {
     if (!selectedRuleSet || !selectedRule) return;
     try {
       await updateRule(selectedRuleSet.id, selectedRule.id, ruleForm);
-      toast({ title: '更新成功' });
+      toast.success('更新成功');
       setShowRuleDialog(false);
       loadRuleSets();
-    } catch (error) {
-      toast({ title: '更新失败', variant: 'destructive' });
-    }
+    } catch (error) { toast.error('更新失败'); }
   };
 
   const handleDeleteRule = async (ruleSetId: string, ruleId: string) => {
     if (!confirm('确定要删除此规则吗？')) return;
     try {
       await deleteRule(ruleSetId, ruleId);
-      toast({ title: '删除成功' });
+      toast.success('删除成功');
       loadRuleSets();
-    } catch (error) {
-      toast({ title: '删除失败', variant: 'destructive' });
-    }
+    } catch (error) { toast.error('删除失败'); }
   };
 
   const handleToggleRule = async (ruleSetId: string, ruleId: string) => {
     try {
       const result = await toggleRule(ruleSetId, ruleId);
-      toast({ title: result.message });
+      toast.success(result.message);
       loadRuleSets();
-    } catch (error) {
-      toast({ title: '操作失败', variant: 'destructive' });
-    }
+    } catch (error) { toast.error('操作失败'); }
   };
 
   const openEditRuleSetDialog = (ruleSet: AuditRuleSet) => {
     setSelectedRuleSet(ruleSet);
-    setRuleSetForm({
-      name: ruleSet.name,
-      description: ruleSet.description || '',
-      language: ruleSet.language,
-      rule_type: ruleSet.rule_type,
-    });
+    setRuleSetForm({ name: ruleSet.name, description: ruleSet.description || '', language: ruleSet.language, rule_type: ruleSet.rule_type });
     setShowEditDialog(true);
   };
 
   const openAddRuleDialog = (ruleSet: AuditRuleSet) => {
     setSelectedRuleSet(ruleSet);
     setSelectedRule(null);
-    setRuleForm({
-      rule_code: '',
-      name: '',
-      description: '',
-      category: 'security',
-      severity: 'medium',
-      custom_prompt: '',
-      fix_suggestion: '',
-      reference_url: '',
-      enabled: true,
-    });
+    setRuleForm({ rule_code: '', name: '', description: '', category: 'security', severity: 'medium', custom_prompt: '', fix_suggestion: '', reference_url: '', enabled: true });
     setShowRuleDialog(true);
   };
 
   const openEditRuleDialog = (ruleSet: AuditRuleSet, rule: AuditRule) => {
     setSelectedRuleSet(ruleSet);
     setSelectedRule(rule);
-    setRuleForm({
-      rule_code: rule.rule_code,
-      name: rule.name,
-      description: rule.description || '',
-      category: rule.category,
-      severity: rule.severity,
-      custom_prompt: rule.custom_prompt || '',
-      fix_suggestion: rule.fix_suggestion || '',
-      reference_url: rule.reference_url || '',
-      enabled: rule.enabled,
-    });
+    setRuleForm({ rule_code: rule.rule_code, name: rule.name, description: rule.description || '', category: rule.category, severity: rule.severity, custom_prompt: rule.custom_prompt || '', fix_suggestion: rule.fix_suggestion || '', reference_url: rule.reference_url || '', enabled: rule.enabled });
     setShowRuleDialog(true);
   };
 
-  const getCategoryInfo = (category: string) => {
-    return CATEGORIES.find(c => c.value === category) || CATEGORIES[0];
-  };
+  const getCategoryInfo = (category: string) => CATEGORIES.find(c => c.value === category) || CATEGORIES[0];
+  const getSeverityInfo = (severity: string) => SEVERITIES.find(s => s.value === severity) || SEVERITIES[2];
 
-  const getSeverityInfo = (severity: string) => {
-    return SEVERITIES.find(s => s.value === severity) || SEVERITIES[2];
-  };
+  if (loading) {
+    return (
+      <div className="flex items-center justify-center min-h-screen bg-background">
+        <div className="animate-spin rounded-none h-32 w-32 border-8 border-primary border-t-transparent"></div>
+      </div>
+    );
+  }
 
   return (
-    <div className="container mx-auto py-6 space-y-6">
-      {/* 页面标题 */}
-      <div className="flex items-center justify-between">
-        <div>
-          <h1 className="text-2xl font-bold">审计规则管理</h1>
-          <p className="text-muted-foreground">管理代码审计规则集，自定义检测规范</p>
+    <div className="flex flex-col gap-6 px-6 py-4 bg-background min-h-screen font-mono relative overflow-hidden">
+      <div className="absolute inset-0 bg-[linear-gradient(to_right,#80808012_1px,transparent_1px),linear-gradient(to_bottom,#80808012_1px,transparent_1px)] bg-[size:24px_24px] pointer-events-none" />
+
+      {/* 统计卡片 */}
+      <div className="grid grid-cols-2 md:grid-cols-4 gap-4 relative z-10">
+        <div className="retro-card bg-white border-2 border-black shadow-[4px_4px_0px_0px_rgba(0,0,0,1)] p-5 hover:translate-x-[-2px] hover:translate-y-[-2px] hover:shadow-[6px_6px_0px_0px_rgba(0,0,0,1)] transition-all">
+          <div className="flex items-center justify-between">
+            <div>
+              <p className="text-xs font-bold text-gray-600 uppercase mb-1">规则集总数</p>
+              <p className="text-3xl font-bold text-black">{ruleSets.length}</p>
+            </div>
+            <div className="w-10 h-10 bg-primary border-2 border-black flex items-center justify-center text-white shadow-[2px_2px_0px_0px_rgba(0,0,0,1)]">
+              <Shield className="w-5 h-5" />
+            </div>
+          </div>
         </div>
-        <div className="flex gap-2">
-          <Button variant="outline" onClick={() => setShowImportDialog(true)}>
-            <Upload className="w-4 h-4 mr-2" />
-            导入规则集
-          </Button>
-          <Button onClick={() => setShowCreateDialog(true)}>
-            <Plus className="w-4 h-4 mr-2" />
-            新建规则集
-          </Button>
+
+        <div className="retro-card bg-white border-2 border-black shadow-[4px_4px_0px_0px_rgba(0,0,0,1)] p-5 hover:translate-x-[-2px] hover:translate-y-[-2px] hover:shadow-[6px_6px_0px_0px_rgba(0,0,0,1)] transition-all">
+          <div className="flex items-center justify-between">
+            <div>
+              <p className="text-xs font-bold text-gray-600 uppercase mb-1">系统规则集</p>
+              <p className="text-3xl font-bold text-blue-600">{ruleSets.filter(r => r.is_system).length}</p>
+            </div>
+            <div className="w-10 h-10 bg-blue-600 border-2 border-black flex items-center justify-center text-white shadow-[2px_2px_0px_0px_rgba(0,0,0,1)]">
+              <Settings className="w-5 h-5" />
+            </div>
+          </div>
+        </div>
+
+        <div className="retro-card bg-white border-2 border-black shadow-[4px_4px_0px_0px_rgba(0,0,0,1)] p-5 hover:translate-x-[-2px] hover:translate-y-[-2px] hover:shadow-[6px_6px_0px_0px_rgba(0,0,0,1)] transition-all">
+          <div className="flex items-center justify-between">
+            <div>
+              <p className="text-xs font-bold text-gray-600 uppercase mb-1">总规则数</p>
+              <p className="text-3xl font-bold text-green-600">{ruleSets.reduce((acc, r) => acc + r.rules_count, 0)}</p>
+            </div>
+            <div className="w-10 h-10 bg-green-600 border-2 border-black flex items-center justify-center text-white shadow-[2px_2px_0px_0px_rgba(0,0,0,1)]">
+              <CheckCircle className="w-5 h-5" />
+            </div>
+          </div>
+        </div>
+
+        <div className="retro-card bg-white border-2 border-black shadow-[4px_4px_0px_0px_rgba(0,0,0,1)] p-5 hover:translate-x-[-2px] hover:translate-y-[-2px] hover:shadow-[6px_6px_0px_0px_rgba(0,0,0,1)] transition-all">
+          <div className="flex items-center justify-between">
+            <div>
+              <p className="text-xs font-bold text-gray-600 uppercase mb-1">已启用规则</p>
+              <p className="text-3xl font-bold text-orange-600">{ruleSets.reduce((acc, r) => acc + r.enabled_rules_count, 0)}</p>
+            </div>
+            <div className="w-10 h-10 bg-orange-500 border-2 border-black flex items-center justify-center text-white shadow-[2px_2px_0px_0px_rgba(0,0,0,1)]">
+              <Activity className="w-5 h-5" />
+            </div>
+          </div>
+        </div>
+      </div>
+
+      {/* 操作栏 */}
+      <div className="retro-card bg-white border-2 border-black shadow-[4px_4px_0px_0px_rgba(0,0,0,1)] p-4 relative z-10">
+        <div className="flex flex-col md:flex-row items-center justify-between gap-4">
+          <div className="flex items-center gap-2">
+            <Terminal className="w-5 h-5" />
+            <span className="font-bold uppercase">审计规则管理</span>
+          </div>
+          <div className="flex gap-2">
+            <Button variant="outline" onClick={() => setShowImportDialog(true)} className="retro-btn bg-white text-black hover:bg-gray-100 h-10">
+              <Upload className="w-4 h-4 mr-2" />
+              导入规则集
+            </Button>
+            <Button onClick={() => setShowCreateDialog(true)} className="retro-btn bg-primary text-white hover:bg-primary/90 h-10 shadow-[4px_4px_0px_0px_rgba(0,0,0,1)]">
+              <Plus className="w-4 h-4 mr-2" />
+              新建规则集
+            </Button>
+          </div>
         </div>
       </div>
 
       {/* 规则集列表 */}
-      <div className="space-y-4">
-        {loading ? (
-          <div className="text-center py-8 text-muted-foreground">加载中...</div>
-        ) : ruleSets.length === 0 ? (
-          <Card>
-            <CardContent className="py-8 text-center text-muted-foreground">
-              暂无规则集，点击"新建规则集"创建
-            </CardContent>
-          </Card>
+      <div className="space-y-4 relative z-10">
+        {ruleSets.length === 0 ? (
+          <div className="retro-card bg-white border-2 border-black shadow-[4px_4px_0px_0px_rgba(0,0,0,1)] p-16 flex flex-col items-center justify-center text-center">
+            <div className="w-20 h-20 bg-gray-100 border-2 border-black flex items-center justify-center mb-6 shadow-[4px_4px_0px_0px_rgba(0,0,0,1)]">
+              <Shield className="w-10 h-10 text-gray-400" />
+            </div>
+            <h3 className="text-xl font-bold text-black uppercase mb-2">暂无规则集</h3>
+            <p className="text-gray-500 mb-8 max-w-md">点击"新建规则集"创建自定义审计规则</p>
+            <Button className="retro-btn bg-primary text-white h-12 px-8 text-lg font-bold uppercase" onClick={() => setShowCreateDialog(true)}>
+              <Plus className="w-5 h-5 mr-2" />
+              创建规则集
+            </Button>
+          </div>
         ) : (
           ruleSets.map(ruleSet => (
-            <Card key={ruleSet.id} className={!ruleSet.is_active ? 'opacity-60' : ''}>
-              <CardHeader className="pb-2">
+            <div key={ruleSet.id} className={`retro-card bg-white border-2 border-black shadow-[4px_4px_0px_0px_rgba(0,0,0,1)] ${!ruleSet.is_active ? 'opacity-60' : ''}`}>
+              {/* 规则集头部 */}
+              <div className="p-6 border-b-2 border-dashed border-gray-300">
                 <div className="flex items-center justify-between">
-                  <div className="flex items-center gap-3 cursor-pointer" onClick={() => toggleExpand(ruleSet.id)}>
-                    {expandedSets.has(ruleSet.id) ? (
-                      <ChevronDown className="w-5 h-5" />
-                    ) : (
-                      <ChevronRight className="w-5 h-5" />
-                    )}
+                  <div className="flex items-center gap-4 cursor-pointer" onClick={() => toggleExpand(ruleSet.id)}>
+                    <div className="w-10 h-10 bg-gray-100 border-2 border-black flex items-center justify-center shadow-[2px_2px_0px_0px_rgba(0,0,0,1)]">
+                      {expandedSets.has(ruleSet.id) ? <ChevronDown className="w-5 h-5" /> : <ChevronRight className="w-5 h-5" />}
+                    </div>
                     <div>
-                      <CardTitle className="flex items-center gap-2">
+                      <h3 className="font-bold text-xl text-black uppercase flex items-center gap-2">
                         {ruleSet.name}
-                        {ruleSet.is_system && <Badge variant="secondary">系统</Badge>}
-                        {ruleSet.is_default && <Badge>默认</Badge>}
-                      </CardTitle>
-                      <CardDescription>{ruleSet.description}</CardDescription>
+                        {ruleSet.is_system && <Badge className="rounded-none border-2 border-black bg-blue-100 text-blue-800">系统</Badge>}
+                        {ruleSet.is_default && <Badge className="rounded-none border-2 border-black bg-green-100 text-green-800">默认</Badge>}
+                      </h3>
+                      <p className="text-sm text-gray-600">{ruleSet.description}</p>
                     </div>
                   </div>
-                  <div className="flex items-center gap-2">
-                    <Badge variant="outline">{LANGUAGES.find(l => l.value === ruleSet.language)?.label}</Badge>
-                    <Badge variant="outline">{RULE_TYPES.find(t => t.value === ruleSet.rule_type)?.label}</Badge>
-                    <span className="text-sm text-muted-foreground">
-                      {ruleSet.enabled_rules_count}/{ruleSet.rules_count} 规则启用
+
+                  <div className="flex items-center gap-3">
+                    <Badge variant="outline" className="rounded-none border-2 border-black">{LANGUAGES.find(l => l.value === ruleSet.language)?.label}</Badge>
+                    <Badge variant="outline" className="rounded-none border-2 border-black">{RULE_TYPES.find(t => t.value === ruleSet.rule_type)?.label}</Badge>
+                    <span className="text-sm font-bold px-3 py-1 bg-gray-100 border-2 border-black">
+                      {ruleSet.enabled_rules_count}/{ruleSet.rules_count} 启用
                     </span>
-                    <Button variant="ghost" size="icon" onClick={() => handleExport(ruleSet)}>
+                    <Button variant="ghost" size="icon" onClick={() => handleExport(ruleSet)} className="hover:bg-gray-100">
                       <Download className="w-4 h-4" />
                     </Button>
                     {!ruleSet.is_system && (
                       <>
-                        <Button variant="ghost" size="icon" onClick={() => openEditRuleSetDialog(ruleSet)}>
+                        <Button variant="ghost" size="icon" onClick={() => openEditRuleSetDialog(ruleSet)} className="hover:bg-gray-100">
                           <Edit className="w-4 h-4" />
                         </Button>
-                        <Button variant="ghost" size="icon" onClick={() => handleDeleteRuleSet(ruleSet.id)}>
+                        <Button variant="ghost" size="icon" onClick={() => handleDeleteRuleSet(ruleSet.id)} className="hover:bg-red-100 hover:text-red-600">
                           <Trash2 className="w-4 h-4" />
                         </Button>
                       </>
                     )}
                   </div>
                 </div>
-              </CardHeader>
-              
+              </div>
+
+              {/* 规则列表 */}
               {expandedSets.has(ruleSet.id) && (
-                <CardContent>
-                  <div className="space-y-2">
-                    {!ruleSet.is_system && (
-                      <Button variant="outline" size="sm" onClick={() => openAddRuleDialog(ruleSet)}>
-                        <Plus className="w-4 h-4 mr-2" />
-                        添加规则
-                      </Button>
-                    )}
-                    
-                    <ScrollArea className="h-[400px]">
-                      <div className="space-y-2">
-                        {ruleSet.rules.map(rule => {
-                          const categoryInfo = getCategoryInfo(rule.category);
-                          const severityInfo = getSeverityInfo(rule.severity);
-                          const CategoryIcon = categoryInfo.icon;
-                          
-                          return (
-                            <div
-                              key={rule.id}
-                              className={`p-3 border rounded-lg ${!rule.enabled ? 'opacity-50' : ''}`}
-                            >
-                              <div className="flex items-start justify-between">
-                                <div className="flex items-start gap-3">
-                                  <CategoryIcon className={`w-5 h-5 mt-0.5 ${categoryInfo.color}`} />
-                                  <div>
-                                    <div className="flex items-center gap-2">
-                                      <span className="font-mono text-sm text-muted-foreground">{rule.rule_code}</span>
-                                      <span className="font-medium">{rule.name}</span>
-                                      <Badge className={severityInfo.color}>{severityInfo.label}</Badge>
-                                    </div>
-                                    {rule.description && (
-                                      <p className="text-sm text-muted-foreground mt-1">{rule.description}</p>
-                                    )}
-                                    {rule.reference_url && (
-                                      <a
-                                        href={rule.reference_url}
-                                        target="_blank"
-                                        rel="noopener noreferrer"
-                                        className="text-sm text-blue-500 hover:underline flex items-center gap-1 mt-1"
-                                      >
-                                        参考链接 <ExternalLink className="w-3 h-3" />
-                                      </a>
-                                    )}
-                                  </div>
+                <div className="p-6">
+                  {!ruleSet.is_system && (
+                    <Button variant="outline" size="sm" onClick={() => openAddRuleDialog(ruleSet)} className="mb-4 retro-btn bg-white text-black hover:bg-gray-100">
+                      <Plus className="w-4 h-4 mr-2" />
+                      添加规则
+                    </Button>
+                  )}
+                  <ScrollArea className="h-[400px]">
+                    <div className="space-y-3">
+                      {ruleSet.rules.map(rule => {
+                        const categoryInfo = getCategoryInfo(rule.category);
+                        const severityInfo = getSeverityInfo(rule.severity);
+                        const CategoryIcon = categoryInfo.icon;
+                        return (
+                          <div key={rule.id} className={`p-4 border-2 border-black bg-gray-50 hover:bg-white transition-all ${!rule.enabled ? 'opacity-50' : ''}`}>
+                            <div className="flex items-start justify-between">
+                              <div className="flex items-start gap-4">
+                                <div className={`w-10 h-10 ${categoryInfo.bg} border-2 border-black flex items-center justify-center shadow-[2px_2px_0px_0px_rgba(0,0,0,1)]`}>
+                                  <CategoryIcon className={`w-5 h-5 ${categoryInfo.color}`} />
                                 </div>
-                                <div className="flex items-center gap-2">
-                                  <Switch
-                                    checked={rule.enabled}
-                                    onCheckedChange={() => handleToggleRule(ruleSet.id, rule.id)}
-                                  />
-                                  {!ruleSet.is_system && (
-                                    <>
-                                      <Button variant="ghost" size="icon" onClick={() => openEditRuleDialog(ruleSet, rule)}>
-                                        <Edit className="w-4 h-4" />
-                                      </Button>
-                                      <Button variant="ghost" size="icon" onClick={() => handleDeleteRule(ruleSet.id, rule.id)}>
-                                        <Trash2 className="w-4 h-4" />
-                                      </Button>
-                                    </>
+                                <div>
+                                  <div className="flex items-center gap-2 mb-1">
+                                    <span className="font-mono text-xs bg-black text-white px-2 py-0.5">{rule.rule_code}</span>
+                                    <span className="font-bold uppercase">{rule.name}</span>
+                                    <Badge className={`rounded-none border-2 border-black ${severityInfo.color}`}>{severityInfo.label}</Badge>
+                                  </div>
+                                  {rule.description && <p className="text-sm text-gray-600 mb-2">{rule.description}</p>}
+                                  {rule.reference_url && (
+                                    <a href={rule.reference_url} target="_blank" rel="noopener noreferrer" className="text-sm text-blue-600 hover:underline flex items-center gap-1">
+                                      参考链接 <ExternalLink className="w-3 h-3" />
+                                    </a>
                                   )}
                                 </div>
                               </div>
+                              <div className="flex items-center gap-2">
+                                <Switch checked={rule.enabled} onCheckedChange={() => handleToggleRule(ruleSet.id, rule.id)} />
+                                {!ruleSet.is_system && (
+                                  <>
+                                    <Button variant="ghost" size="icon" onClick={() => openEditRuleDialog(ruleSet, rule)}><Edit className="w-4 h-4" /></Button>
+                                    <Button variant="ghost" size="icon" onClick={() => handleDeleteRule(ruleSet.id, rule.id)} className="hover:bg-red-100 hover:text-red-600"><Trash2 className="w-4 h-4" /></Button>
+                                  </>
+                                )}
+                              </div>
                             </div>
-                          );
-                        })}
-                      </div>
-                    </ScrollArea>
-                  </div>
-                </CardContent>
+                          </div>
+                        );
+                      })}
+                    </div>
+                  </ScrollArea>
+                </div>
               )}
-            </Card>
+            </div>
           ))
         )}
       </div>
 
       {/* 创建规则集对话框 */}
       <Dialog open={showCreateDialog} onOpenChange={setShowCreateDialog}>
-        <DialogContent>
-          <DialogHeader>
-            <DialogTitle>新建规则集</DialogTitle>
-            <DialogDescription>创建自定义审计规则集</DialogDescription>
+        <DialogContent className="max-w-lg retro-card border-2 border-black shadow-[4px_4px_0px_0px_rgba(0,0,0,1)] bg-white p-0">
+          <DialogHeader className="bg-black text-white p-4 border-b-4 border-black">
+            <DialogTitle className="font-mono text-xl uppercase tracking-widest flex items-center gap-2">
+              <Terminal className="w-5 h-5" />
+              新建规则集
+            </DialogTitle>
           </DialogHeader>
-          <div className="space-y-4">
-            <div>
-              <Label>名称</Label>
-              <Input
-                value={ruleSetForm.name}
-                onChange={e => setRuleSetForm({ ...ruleSetForm, name: e.target.value })}
-                placeholder="规则集名称"
-              />
+          <div className="p-6 space-y-4">
+            <div className="space-y-1.5">
+              <Label className="font-mono font-bold uppercase text-xs">名称 *</Label>
+              <Input value={ruleSetForm.name} onChange={e => setRuleSetForm({ ...ruleSetForm, name: e.target.value })} placeholder="规则集名称" className="terminal-input" />
             </div>
-            <div>
-              <Label>描述</Label>
-              <Textarea
-                value={ruleSetForm.description}
-                onChange={e => setRuleSetForm({ ...ruleSetForm, description: e.target.value })}
-                placeholder="规则集描述"
-              />
+            <div className="space-y-1.5">
+              <Label className="font-mono font-bold uppercase text-xs">描述</Label>
+              <Textarea value={ruleSetForm.description} onChange={e => setRuleSetForm({ ...ruleSetForm, description: e.target.value })} placeholder="规则集描述" className="terminal-input" />
             </div>
             <div className="grid grid-cols-2 gap-4">
-              <div>
-                <Label>适用语言</Label>
+              <div className="space-y-1.5">
+                <Label className="font-mono font-bold uppercase text-xs">适用语言</Label>
                 <Select value={ruleSetForm.language} onValueChange={v => setRuleSetForm({ ...ruleSetForm, language: v })}>
-                  <SelectTrigger><SelectValue /></SelectTrigger>
-                  <SelectContent>
+                  <SelectTrigger className="terminal-input"><SelectValue /></SelectTrigger>
+                  <SelectContent className="retro-card border border-border">
                     {LANGUAGES.map(l => <SelectItem key={l.value} value={l.value}>{l.label}</SelectItem>)}
                   </SelectContent>
                 </Select>
               </div>
-              <div>
-                <Label>规则类型</Label>
+              <div className="space-y-1.5">
+                <Label className="font-mono font-bold uppercase text-xs">规则类型</Label>
                 <Select value={ruleSetForm.rule_type} onValueChange={v => setRuleSetForm({ ...ruleSetForm, rule_type: v })}>
-                  <SelectTrigger><SelectValue /></SelectTrigger>
-                  <SelectContent>
+                  <SelectTrigger className="terminal-input"><SelectValue /></SelectTrigger>
+                  <SelectContent className="retro-card border border-border">
                     {RULE_TYPES.map(t => <SelectItem key={t.value} value={t.value}>{t.label}</SelectItem>)}
                   </SelectContent>
                 </Select>
               </div>
             </div>
           </div>
-          <DialogFooter>
-            <Button variant="outline" onClick={() => setShowCreateDialog(false)}>取消</Button>
-            <Button onClick={handleCreateRuleSet}>创建</Button>
+          <DialogFooter className="p-4 border-t-2 border-dashed border-gray-200">
+            <Button variant="outline" onClick={() => setShowCreateDialog(false)} className="retro-btn bg-white text-black">取消</Button>
+            <Button onClick={handleCreateRuleSet} className="retro-btn bg-primary text-white">创建</Button>
           </DialogFooter>
         </DialogContent>
       </Dialog>
 
       {/* 编辑规则集对话框 */}
       <Dialog open={showEditDialog} onOpenChange={setShowEditDialog}>
-        <DialogContent>
-          <DialogHeader>
-            <DialogTitle>编辑规则集</DialogTitle>
+        <DialogContent className="max-w-lg retro-card border-2 border-black shadow-[4px_4px_0px_0px_rgba(0,0,0,1)] bg-white p-0">
+          <DialogHeader className="bg-black text-white p-4 border-b-4 border-black">
+            <DialogTitle className="font-mono text-xl uppercase tracking-widest">编辑规则集</DialogTitle>
           </DialogHeader>
-          <div className="space-y-4">
-            <div>
-              <Label>名称</Label>
-              <Input
-                value={ruleSetForm.name}
-                onChange={e => setRuleSetForm({ ...ruleSetForm, name: e.target.value })}
-              />
+          <div className="p-6 space-y-4">
+            <div className="space-y-1.5">
+              <Label className="font-mono font-bold uppercase text-xs">名称</Label>
+              <Input value={ruleSetForm.name} onChange={e => setRuleSetForm({ ...ruleSetForm, name: e.target.value })} className="terminal-input" />
             </div>
-            <div>
-              <Label>描述</Label>
-              <Textarea
-                value={ruleSetForm.description}
-                onChange={e => setRuleSetForm({ ...ruleSetForm, description: e.target.value })}
-              />
+            <div className="space-y-1.5">
+              <Label className="font-mono font-bold uppercase text-xs">描述</Label>
+              <Textarea value={ruleSetForm.description} onChange={e => setRuleSetForm({ ...ruleSetForm, description: e.target.value })} className="terminal-input" />
             </div>
             <div className="grid grid-cols-2 gap-4">
-              <div>
-                <Label>适用语言</Label>
+              <div className="space-y-1.5">
+                <Label className="font-mono font-bold uppercase text-xs">适用语言</Label>
                 <Select value={ruleSetForm.language} onValueChange={v => setRuleSetForm({ ...ruleSetForm, language: v })}>
-                  <SelectTrigger><SelectValue /></SelectTrigger>
-                  <SelectContent>
-                    {LANGUAGES.map(l => <SelectItem key={l.value} value={l.value}>{l.label}</SelectItem>)}
-                  </SelectContent>
+                  <SelectTrigger className="terminal-input"><SelectValue /></SelectTrigger>
+                  <SelectContent>{LANGUAGES.map(l => <SelectItem key={l.value} value={l.value}>{l.label}</SelectItem>)}</SelectContent>
                 </Select>
               </div>
-              <div>
-                <Label>规则类型</Label>
+              <div className="space-y-1.5">
+                <Label className="font-mono font-bold uppercase text-xs">规则类型</Label>
                 <Select value={ruleSetForm.rule_type} onValueChange={v => setRuleSetForm({ ...ruleSetForm, rule_type: v })}>
-                  <SelectTrigger><SelectValue /></SelectTrigger>
-                  <SelectContent>
-                    {RULE_TYPES.map(t => <SelectItem key={t.value} value={t.value}>{t.label}</SelectItem>)}
-                  </SelectContent>
+                  <SelectTrigger className="terminal-input"><SelectValue /></SelectTrigger>
+                  <SelectContent>{RULE_TYPES.map(t => <SelectItem key={t.value} value={t.value}>{t.label}</SelectItem>)}</SelectContent>
                 </Select>
               </div>
             </div>
           </div>
-          <DialogFooter>
-            <Button variant="outline" onClick={() => setShowEditDialog(false)}>取消</Button>
-            <Button onClick={handleUpdateRuleSet}>保存</Button>
+          <DialogFooter className="p-4 border-t-2 border-dashed border-gray-200">
+            <Button variant="outline" onClick={() => setShowEditDialog(false)} className="retro-btn bg-white text-black">取消</Button>
+            <Button onClick={handleUpdateRuleSet} className="retro-btn bg-primary text-white">保存</Button>
           </DialogFooter>
         </DialogContent>
       </Dialog>
 
       {/* 规则编辑对话框 */}
       <Dialog open={showRuleDialog} onOpenChange={setShowRuleDialog}>
-        <DialogContent className="max-w-2xl">
-          <DialogHeader>
-            <DialogTitle>{selectedRule ? '编辑规则' : '添加规则'}</DialogTitle>
+        <DialogContent className="max-w-2xl retro-card border-2 border-black shadow-[4px_4px_0px_0px_rgba(0,0,0,1)] bg-white p-0 max-h-[90vh] overflow-y-auto">
+          <DialogHeader className="bg-black text-white p-4 border-b-4 border-black">
+            <DialogTitle className="font-mono text-xl uppercase tracking-widest">{selectedRule ? '编辑规则' : '添加规则'}</DialogTitle>
           </DialogHeader>
-          <div className="space-y-4">
+          <div className="p-6 space-y-4">
             <div className="grid grid-cols-2 gap-4">
-              <div>
-                <Label>规则代码</Label>
-                <Input
-                  value={ruleForm.rule_code}
-                  onChange={e => setRuleForm({ ...ruleForm, rule_code: e.target.value })}
-                  placeholder="如 SEC001"
-                />
+              <div className="space-y-1.5">
+                <Label className="font-mono font-bold uppercase text-xs">规则代码 *</Label>
+                <Input value={ruleForm.rule_code} onChange={e => setRuleForm({ ...ruleForm, rule_code: e.target.value })} placeholder="如 SEC001" className="terminal-input" />
               </div>
-              <div>
-                <Label>规则名称</Label>
-                <Input
-                  value={ruleForm.name}
-                  onChange={e => setRuleForm({ ...ruleForm, name: e.target.value })}
-                  placeholder="规则名称"
-                />
+              <div className="space-y-1.5">
+                <Label className="font-mono font-bold uppercase text-xs">规则名称 *</Label>
+                <Input value={ruleForm.name} onChange={e => setRuleForm({ ...ruleForm, name: e.target.value })} placeholder="规则名称" className="terminal-input" />
               </div>
             </div>
-            <div>
-              <Label>描述</Label>
-              <Textarea
-                value={ruleForm.description}
-                onChange={e => setRuleForm({ ...ruleForm, description: e.target.value })}
-                placeholder="规则描述"
-              />
+            <div className="space-y-1.5">
+              <Label className="font-mono font-bold uppercase text-xs">描述</Label>
+              <Textarea value={ruleForm.description} onChange={e => setRuleForm({ ...ruleForm, description: e.target.value })} placeholder="规则描述" className="terminal-input" />
             </div>
             <div className="grid grid-cols-2 gap-4">
-              <div>
-                <Label>类别</Label>
+              <div className="space-y-1.5">
+                <Label className="font-mono font-bold uppercase text-xs">类别</Label>
                 <Select value={ruleForm.category} onValueChange={v => setRuleForm({ ...ruleForm, category: v })}>
-                  <SelectTrigger><SelectValue /></SelectTrigger>
-                  <SelectContent>
-                    {CATEGORIES.map(c => <SelectItem key={c.value} value={c.value}>{c.label}</SelectItem>)}
-                  </SelectContent>
+                  <SelectTrigger className="terminal-input"><SelectValue /></SelectTrigger>
+                  <SelectContent>{CATEGORIES.map(c => <SelectItem key={c.value} value={c.value}>{c.label}</SelectItem>)}</SelectContent>
                 </Select>
               </div>
-              <div>
-                <Label>严重程度</Label>
+              <div className="space-y-1.5">
+                <Label className="font-mono font-bold uppercase text-xs">严重程度</Label>
                 <Select value={ruleForm.severity} onValueChange={v => setRuleForm({ ...ruleForm, severity: v })}>
-                  <SelectTrigger><SelectValue /></SelectTrigger>
-                  <SelectContent>
-                    {SEVERITIES.map(s => <SelectItem key={s.value} value={s.value}>{s.label}</SelectItem>)}
-                  </SelectContent>
+                  <SelectTrigger className="terminal-input"><SelectValue /></SelectTrigger>
+                  <SelectContent>{SEVERITIES.map(s => <SelectItem key={s.value} value={s.value}>{s.label}</SelectItem>)}</SelectContent>
                 </Select>
               </div>
             </div>
-            <div>
-              <Label>自定义检测提示词</Label>
-              <Textarea
-                value={ruleForm.custom_prompt}
-                onChange={e => setRuleForm({ ...ruleForm, custom_prompt: e.target.value })}
-                placeholder="用于增强LLM检测的自定义提示词"
-                rows={3}
-              />
+            <div className="space-y-1.5">
+              <Label className="font-mono font-bold uppercase text-xs">自定义检测提示词</Label>
+              <Textarea value={ruleForm.custom_prompt} onChange={e => setRuleForm({ ...ruleForm, custom_prompt: e.target.value })} placeholder="用于增强LLM检测的自定义提示词" rows={3} className="terminal-input" />
             </div>
-            <div>
-              <Label>修复建议</Label>
-              <Textarea
-                value={ruleForm.fix_suggestion}
-                onChange={e => setRuleForm({ ...ruleForm, fix_suggestion: e.target.value })}
-                placeholder="修复建议模板"
-                rows={2}
-              />
+            <div className="space-y-1.5">
+              <Label className="font-mono font-bold uppercase text-xs">修复建议</Label>
+              <Textarea value={ruleForm.fix_suggestion} onChange={e => setRuleForm({ ...ruleForm, fix_suggestion: e.target.value })} placeholder="修复建议模板" rows={2} className="terminal-input" />
             </div>
-            <div>
-              <Label>参考链接</Label>
-              <Input
-                value={ruleForm.reference_url}
-                onChange={e => setRuleForm({ ...ruleForm, reference_url: e.target.value })}
-                placeholder="如 https://owasp.org/..."
-              />
+            <div className="space-y-1.5">
+              <Label className="font-mono font-bold uppercase text-xs">参考链接</Label>
+              <Input value={ruleForm.reference_url} onChange={e => setRuleForm({ ...ruleForm, reference_url: e.target.value })} placeholder="如 https://owasp.org/..." className="terminal-input" />
             </div>
           </div>
-          <DialogFooter>
-            <Button variant="outline" onClick={() => setShowRuleDialog(false)}>取消</Button>
-            <Button onClick={selectedRule ? handleUpdateRule : handleAddRule}>
-              {selectedRule ? '保存' : '添加'}
-            </Button>
+          <DialogFooter className="p-4 border-t-2 border-dashed border-gray-200">
+            <Button variant="outline" onClick={() => setShowRuleDialog(false)} className="retro-btn bg-white text-black">取消</Button>
+            <Button onClick={selectedRule ? handleUpdateRule : handleAddRule} className="retro-btn bg-primary text-white">{selectedRule ? '保存' : '添加'}</Button>
           </DialogFooter>
         </DialogContent>
       </Dialog>
 
       {/* 导入对话框 */}
       <Dialog open={showImportDialog} onOpenChange={setShowImportDialog}>
-        <DialogContent className="max-w-2xl">
-          <DialogHeader>
-            <DialogTitle>导入规则集</DialogTitle>
-            <DialogDescription>粘贴导出的 JSON 内容</DialogDescription>
+        <DialogContent className="max-w-2xl retro-card border-2 border-black shadow-[4px_4px_0px_0px_rgba(0,0,0,1)] bg-white p-0">
+          <DialogHeader className="bg-black text-white p-4 border-b-4 border-black">
+            <DialogTitle className="font-mono text-xl uppercase tracking-widest flex items-center gap-2">
+              <Upload className="w-5 h-5" />
+              导入规则集
+            </DialogTitle>
+            <DialogDescription className="text-gray-300">粘贴导出的 JSON 内容</DialogDescription>
           </DialogHeader>
-          <Textarea
-            value={importJson}
-            onChange={e => setImportJson(e.target.value)}
-            placeholder='{"name": "...", "rules": [...]}'
-            rows={15}
-            className="font-mono text-sm"
-          />
-          <DialogFooter>
-            <Button variant="outline" onClick={() => setShowImportDialog(false)}>取消</Button>
-            <Button onClick={handleImport}>导入</Button>
+          <div className="p-6">
+            <Textarea value={importJson} onChange={e => setImportJson(e.target.value)} placeholder='{"name": "...", "rules": [...]}' rows={15} className="terminal-input font-mono text-sm" />
+          </div>
+          <DialogFooter className="p-4 border-t-2 border-dashed border-gray-200">
+            <Button variant="outline" onClick={() => setShowImportDialog(false)} className="retro-btn bg-white text-black">取消</Button>
+            <Button onClick={handleImport} className="retro-btn bg-primary text-white">导入</Button>
           </DialogFooter>
         </DialogContent>
       </Dialog>
diff --git a/frontend/src/pages/Dashboard.tsx b/frontend/src/pages/Dashboard.tsx
index fc05694..73c1780 100644
--- a/frontend/src/pages/Dashboard.tsx
+++ b/frontend/src/pages/Dashboard.tsx
@@ -11,12 +11,15 @@ import {
 import {
   Activity, AlertTriangle, Clock, Code,
   FileText, GitBranch, Shield, TrendingUp, Zap,
-  BarChart3, Target, ArrowUpRight, Calendar
+  BarChart3, Target, ArrowUpRight, Calendar,
+  MessageSquare
 } from "lucide-react";
 import { api, dbMode, isDemoMode } from "@/shared/config/database";
 import type { Project, AuditTask, ProjectStats } from "@/shared/types";
 import { Link } from "react-router-dom";
 import { toast } from "sonner";
+import { getRuleSets } from "@/shared/api/rules";
+import { getPromptTemplates } from "@/shared/api/prompts";
 
 import { Info } from "lucide-react";
 
@@ -27,6 +30,10 @@ export default function Dashboard() {
   const [loading, setLoading] = useState(true);
   const [issueTypeData, setIssueTypeData] = useState<Array<{ name: string; value: number; color: string }>>([]);
   const [qualityTrendData, setQualityTrendData] = useState<Array<{ date: string; score: number }>>([]);
+  
+  // 规则和模板统计
+  const [ruleStats, setRuleStats] = useState({ total: 0, enabled: 0 });
+  const [templateStats, setTemplateStats] = useState({ total: 0, active: 0 });
 
   useEffect(() => {
     loadDashboardData();
@@ -131,6 +138,23 @@ export default function Dashboard() {
         console.error('获取问题数据失败:', error);
         setIssueTypeData([]);
       }
+      
+      // 加载规则和模板统计
+      try {
+        const [rulesRes, promptsRes] = await Promise.all([
+          getRuleSets(),
+          getPromptTemplates(),
+        ]);
+        const totalRules = rulesRes.items.reduce((acc, rs) => acc + rs.rules_count, 0);
+        const enabledRules = rulesRes.items.reduce((acc, rs) => acc + rs.enabled_rules_count, 0);
+        setRuleStats({ total: totalRules, enabled: enabledRules });
+        setTemplateStats({ 
+          total: promptsRes.items.length, 
+          active: promptsRes.items.filter(t => t.is_active).length 
+        });
+      } catch (error) {
+        console.error('获取规则和模板统计失败:', error);
+      }
     } catch (error) {
       console.error('仪表盘数据加载失败:', error);
       toast.error("数据加载失败");
@@ -487,6 +511,18 @@ export default function Dashboard() {
                   启动审计任务
                 </Button>
               </Link>
+              <Link to="/audit-rules" className="block">
+                <Button variant="outline" className="w-full justify-start retro-btn bg-white text-black hover:bg-gray-100 h-10">
+                  <Shield className="w-4 h-4 mr-2" />
+                  审计规则管理
+                </Button>
+              </Link>
+              <Link to="/prompts" className="block">
+                <Button variant="outline" className="w-full justify-start retro-btn bg-white text-black hover:bg-gray-100 h-10">
+                  <MessageSquare className="w-4 h-4 mr-2" />
+                  提示词模板
+                </Button>
+              </Link>
             </div>
           </div>
 
@@ -528,6 +564,24 @@ export default function Dashboard() {
                   {stats ? stats.total_issues - stats.resolved_issues : 0}
                 </span>
               </div>
+              <div className="flex items-center justify-between">
+                <span className="text-sm text-gray-600 uppercase flex items-center gap-1">
+                  <Shield className="w-3 h-3" />
+                  审计规则
+                </span>
+                <span className="text-sm font-bold text-black border-2 border-black px-2 bg-purple-100 shadow-[2px_2px_0px_0px_rgba(0,0,0,1)]">
+                  {ruleStats.enabled}/{ruleStats.total}
+                </span>
+              </div>
+              <div className="flex items-center justify-between">
+                <span className="text-sm text-gray-600 uppercase flex items-center gap-1">
+                  <MessageSquare className="w-3 h-3" />
+                  提示词模板
+                </span>
+                <span className="text-sm font-bold text-black border-2 border-black px-2 bg-green-100 shadow-[2px_2px_0px_0px_rgba(0,0,0,1)]">
+                  {templateStats.active}/{templateStats.total}
+                </span>
+              </div>
             </div>
           </div>
 
diff --git a/frontend/src/pages/InstantAnalysis.tsx b/frontend/src/pages/InstantAnalysis.tsx
index 11ba3cb..9837a5f 100644
--- a/frontend/src/pages/InstantAnalysis.tsx
+++ b/frontend/src/pages/InstantAnalysis.tsx
@@ -23,13 +23,15 @@ import {
   X,
   Download,
   History,
-  ChevronRight
+  ChevronRight,
+  MessageSquare
 } from "lucide-react";
 import { CodeAnalysisEngine } from "@/features/analysis/services";
 import { api } from "@/shared/config/database";
 import type { CodeAnalysisResult, InstantAnalysis as InstantAnalysisType } from "@/shared/types";
 import { toast } from "sonner";
 import InstantExportDialog from "@/components/reports/InstantExportDialog";
+import { getPromptTemplates, type PromptTemplate } from "@/shared/api/prompts";
 
 // AI解释解析函数
 function parseAIExplanation(aiExplanation: string) {
@@ -52,7 +54,6 @@ function parseAIExplanation(aiExplanation: string) {
 }
 
 export default function InstantAnalysis() {
-  const user = null as any;
   const [code, setCode] = useState("");
   const [language, setLanguage] = useState("");
   const [analyzing, setAnalyzing] = useState(false);
@@ -68,8 +69,25 @@ export default function InstantAnalysis() {
   const [historyRecords, setHistoryRecords] = useState<InstantAnalysisType[]>([]);
   const [loadingHistory, setLoadingHistory] = useState(false);
   const [selectedHistoryId, setSelectedHistoryId] = useState<string | null>(null);
+  
+  // 提示词模板
+  const [promptTemplates, setPromptTemplates] = useState<PromptTemplate[]>([]);
+  const [selectedPromptTemplateId, setSelectedPromptTemplateId] = useState<string>("");
 
   const supportedLanguages = CodeAnalysisEngine.getSupportedLanguages();
+  
+  // 加载提示词模板
+  useEffect(() => {
+    const loadPromptTemplates = async () => {
+      try {
+        const res = await getPromptTemplates({ is_active: true });
+        setPromptTemplates(res.items);
+      } catch (error) {
+        console.error("加载提示词模板失败:", error);
+      }
+    };
+    loadPromptTemplates();
+  }, []);
 
   // 加载历史记录
   const loadHistory = async () => {
@@ -323,7 +341,7 @@ class UserManager {
 
       const startTime = Date.now();
 
-      const analysisResult = await CodeAnalysisEngine.analyzeCode(code, language);
+      const analysisResult = await CodeAnalysisEngine.analyzeCode(code, language, selectedPromptTemplateId || undefined);
       const endTime = Date.now();
       const duration = (endTime - startTime) / 1000;
 
@@ -708,6 +726,24 @@ class UserManager {
                 </SelectContent>
               </Select>
             </div>
+            <div className="flex-1">
+              <Select value={selectedPromptTemplateId} onValueChange={setSelectedPromptTemplateId}>
+                <SelectTrigger className="h-10 retro-input rounded-none border-2 border-black shadow-[2px_2px_0px_0px_rgba(0,0,0,1)] focus:ring-0">
+                  <div className="flex items-center gap-2">
+                    <MessageSquare className="w-4 h-4 text-purple-600" />
+                    <SelectValue placeholder="默认提示词" />
+                  </div>
+                </SelectTrigger>
+                <SelectContent className="rounded-none border-2 border-black shadow-[4px_4px_0px_0px_rgba(0,0,0,1)]">
+                  <SelectItem value="">默认提示词</SelectItem>
+                  {promptTemplates.map((pt) => (
+                    <SelectItem key={pt.id} value={pt.id}>
+                      {pt.name}
+                    </SelectItem>
+                  ))}
+                </SelectContent>
+              </Select>
+            </div>
             <Button
               variant="outline"
               onClick={() => fileInputRef.current?.click()}
diff --git a/frontend/src/pages/PromptManager.tsx b/frontend/src/pages/PromptManager.tsx
index ad85c43..a1a721f 100644
--- a/frontend/src/pages/PromptManager.tsx
+++ b/frontend/src/pages/PromptManager.tsx
@@ -1,10 +1,9 @@
 /**
- * 提示词模板管理页面
+ * 提示词模板管理页面 - Retro Terminal 风格
  */
 
 import { useState, useEffect } from 'react';
 import { Button } from '@/components/ui/button';
-import { Card, CardContent, CardDescription, CardHeader, CardTitle } from '@/components/ui/card';
 import { Badge } from '@/components/ui/badge';
 import { Switch } from '@/components/ui/switch';
 import { Input } from '@/components/ui/input';
@@ -13,7 +12,7 @@ import { Label } from '@/components/ui/label';
 import { Select, SelectContent, SelectItem, SelectTrigger, SelectValue } from '@/components/ui/select';
 import { Dialog, DialogContent, DialogDescription, DialogFooter, DialogHeader, DialogTitle } from '@/components/ui/dialog';
 import { Tabs, TabsContent, TabsList, TabsTrigger } from '@/components/ui/tabs';
-import { useToast } from '@/shared/hooks/use-toast';
+import { toast } from 'sonner';
 import {
   Plus,
   Trash2,
@@ -24,6 +23,12 @@ import {
   Sparkles,
   Check,
   Loader2,
+  Terminal,
+  MessageSquare,
+  Shield,
+  Zap,
+  Code,
+  AlertTriangle,
 } from 'lucide-react';
 import {
   getPromptTemplates,
@@ -34,6 +39,7 @@ import {
   type PromptTemplate,
   type PromptTemplateCreate,
 } from '@/shared/api/prompts';
+import { TEST_CODE_SAMPLES, TEMPLATE_TEST_CODES } from './prompt-manager/testCodeSamples';
 
 const TEMPLATE_TYPES = [
   { value: 'system', label: '系统提示词' },
@@ -41,54 +47,32 @@ const TEMPLATE_TYPES = [
   { value: 'analysis', label: '分析提示词' },
 ];
 
-const TEST_CODE_SAMPLES: Record<string, string> = {
-  python: `def login(username, password):
-    query = f"SELECT * FROM users WHERE username='{username}' AND password='{password}'"
-    cursor.execute(query)
-    return cursor.fetchone()`,
-  javascript: `function getUserData(userId) {
-    const query = "SELECT * FROM users WHERE id = " + userId;
-    return db.query(query);
-}`,
-  java: `public User findUser(String username) {
-    String query = "SELECT * FROM users WHERE username = '" + username + "'";
-    return jdbcTemplate.queryForObject(query, User.class);
-}`,
+const getTemplateIcon = (type: string) => {
+  switch (type) {
+    case 'system': return Shield;
+    case 'user': return MessageSquare;
+    case 'analysis': return Code;
+    default: return FileText;
+  }
 };
 
 export default function PromptManager() {
-  const { toast } = useToast();
   const [templates, setTemplates] = useState<PromptTemplate[]>([]);
   const [loading, setLoading] = useState(true);
-  
-  // 对话框状态
   const [showCreateDialog, setShowCreateDialog] = useState(false);
   const [showEditDialog, setShowEditDialog] = useState(false);
   const [showTestDialog, setShowTestDialog] = useState(false);
-  
   const [selectedTemplate, setSelectedTemplate] = useState<PromptTemplate | null>(null);
   const [testing, setTesting] = useState(false);
   const [testResult, setTestResult] = useState<any>(null);
-  
-  // 表单状态
   const [form, setForm] = useState<PromptTemplateCreate>({
-    name: '',
-    description: '',
-    template_type: 'system',
-    content_zh: '',
-    content_en: '',
-    is_active: true,
-  });
-  
-  // 测试表单
-  const [testForm, setTestForm] = useState({
-    language: 'python',
-    code: TEST_CODE_SAMPLES.python,
+    name: '', description: '', template_type: 'system', content_zh: '', content_en: '', is_active: true,
   });
+  const [testForm, setTestForm] = useState({ language: 'python', code: TEST_CODE_SAMPLES.python, promptLang: 'zh' as 'zh' | 'en' });
+  const [showViewDialog, setShowViewDialog] = useState(false);
+  const [viewTemplate, setViewTemplate] = useState<PromptTemplate | null>(null);
 
-  useEffect(() => {
-    loadTemplates();
-  }, []);
+  useEffect(() => { loadTemplates(); }, []);
 
   const loadTemplates = async () => {
     try {
@@ -96,7 +80,7 @@ export default function PromptManager() {
       const response = await getPromptTemplates();
       setTemplates(response.items);
     } catch (error) {
-      toast({ title: '加载失败', description: '无法加载提示词模板', variant: 'destructive' });
+      toast.error('加载提示词模板失败');
     } finally {
       setLoading(false);
     }
@@ -105,168 +89,228 @@ export default function PromptManager() {
   const handleCreate = async () => {
     try {
       await createPromptTemplate(form);
-      toast({ title: '创建成功' });
+      toast.success('创建成功');
       setShowCreateDialog(false);
       resetForm();
       loadTemplates();
-    } catch (error) {
-      toast({ title: '创建失败', variant: 'destructive' });
-    }
+    } catch (error) { toast.error('创建失败'); }
   };
 
   const handleUpdate = async () => {
     if (!selectedTemplate) return;
     try {
       await updatePromptTemplate(selectedTemplate.id, form);
-      toast({ title: '更新成功' });
+      toast.success('更新成功');
       setShowEditDialog(false);
       loadTemplates();
-    } catch (error) {
-      toast({ title: '更新失败', variant: 'destructive' });
-    }
+    } catch (error) { toast.error('更新失败'); }
   };
 
   const handleDelete = async (id: string) => {
     if (!confirm('确定要删除此模板吗？')) return;
     try {
       await deletePromptTemplate(id);
-      toast({ title: '删除成功' });
+      toast.success('删除成功');
       loadTemplates();
-    } catch (error: any) {
-      toast({ title: '删除失败', description: error.message, variant: 'destructive' });
-    }
+    } catch (error: any) { toast.error(error.message || '删除失败'); }
   };
 
   const handleTest = async () => {
     if (!selectedTemplate) return;
-    
-    const content = selectedTemplate.content_zh || selectedTemplate.content_en || '';
-    if (!content) {
-      toast({ title: '提示词内容为空', variant: 'destructive' });
-      return;
-    }
-    
+    const content = testForm.promptLang === 'zh' 
+      ? (selectedTemplate.content_zh || selectedTemplate.content_en || '')
+      : (selectedTemplate.content_en || selectedTemplate.content_zh || '');
+    if (!content) { toast.error('提示词内容为空'); return; }
     setTesting(true);
     setTestResult(null);
-    
     try {
-      const result = await testPromptTemplate({
-        content,
-        language: testForm.language,
-        code: testForm.code,
-      });
+      const result = await testPromptTemplate({ content, language: testForm.language, code: testForm.code, output_language: testForm.promptLang });
       setTestResult(result);
-      if (result.success) {
-        toast({ title: '测试完成', description: `耗时 ${result.execution_time}s` });
-      } else {
-        toast({ title: '测试失败', description: result.error, variant: 'destructive' });
-      }
-    } catch (error: any) {
-      toast({ title: '测试失败', description: error.message, variant: 'destructive' });
-    } finally {
-      setTesting(false);
-    }
+      if (result.success) toast.success(`测试完成，耗时 ${result.execution_time}s`);
+      else toast.error(result.error || '测试失败');
+    } catch (error: any) { toast.error(error.message || '测试失败'); }
+    finally { setTesting(false); }
   };
 
   const resetForm = () => {
-    setForm({
-      name: '',
-      description: '',
-      template_type: 'system',
-      content_zh: '',
-      content_en: '',
-      is_active: true,
-    });
+    setForm({ name: '', description: '', template_type: 'system', content_zh: '', content_en: '', is_active: true });
   };
 
   const openEditDialog = (template: PromptTemplate) => {
     setSelectedTemplate(template);
-    setForm({
-      name: template.name,
-      description: template.description || '',
-      template_type: template.template_type,
-      content_zh: template.content_zh || '',
-      content_en: template.content_en || '',
-      is_active: template.is_active,
-    });
+    setForm({ name: template.name, description: template.description || '', template_type: template.template_type, content_zh: template.content_zh || '', content_en: template.content_en || '', is_active: template.is_active });
     setShowEditDialog(true);
   };
 
   const openTestDialog = (template: PromptTemplate) => {
     setSelectedTemplate(template);
     setTestResult(null);
+    
+    // 根据模板名称加载对应的测试代码
+    const templateCodes = TEMPLATE_TEST_CODES[template.name];
+    const defaultLang = 'python';
+    if (templateCodes && templateCodes[defaultLang]) {
+      setTestForm(prev => ({ 
+        ...prev, 
+        language: defaultLang, 
+        code: templateCodes[defaultLang] 
+      }));
+    } else {
+      // 使用通用测试代码
+      setTestForm(prev => ({ 
+        ...prev, 
+        language: defaultLang, 
+        code: TEST_CODE_SAMPLES[defaultLang] 
+      }));
+    }
+    
     setShowTestDialog(true);
   };
 
+  const openViewDialog = (template: PromptTemplate) => {
+    setViewTemplate(template);
+    setShowViewDialog(true);
+  };
+
   const copyToClipboard = (text: string) => {
     navigator.clipboard.writeText(text);
-    toast({ title: '已复制到剪贴板' });
+    toast.success('已复制到剪贴板');
   };
 
+  if (loading) {
+    return (
+      <div className="flex items-center justify-center min-h-screen bg-background">
+        <div className="animate-spin rounded-none h-32 w-32 border-8 border-primary border-t-transparent"></div>
+      </div>
+    );
+  }
+
   return (
-    <div className="container mx-auto py-6 space-y-6">
-      {/* 页面标题 */}
-      <div className="flex items-center justify-between">
-        <div>
-          <h1 className="text-2xl font-bold">提示词管理</h1>
-          <p className="text-muted-foreground">管理代码审计提示词模板，自定义分析策略</p>
+    <div className="flex flex-col gap-6 px-6 py-4 bg-background min-h-screen font-mono relative overflow-hidden">
+      <div className="absolute inset-0 bg-[linear-gradient(to_right,#80808012_1px,transparent_1px),linear-gradient(to_bottom,#80808012_1px,transparent_1px)] bg-[size:24px_24px] pointer-events-none" />
+
+      {/* 统计卡片 */}
+      <div className="grid grid-cols-2 md:grid-cols-4 gap-4 relative z-10">
+        <div className="retro-card bg-white border-2 border-black shadow-[4px_4px_0px_0px_rgba(0,0,0,1)] p-5 hover:translate-x-[-2px] hover:translate-y-[-2px] hover:shadow-[6px_6px_0px_0px_rgba(0,0,0,1)] transition-all">
+          <div className="flex items-center justify-between">
+            <div>
+              <p className="text-xs font-bold text-gray-600 uppercase mb-1">模板总数</p>
+              <p className="text-3xl font-bold text-black">{templates.length}</p>
+            </div>
+            <div className="w-10 h-10 bg-primary border-2 border-black flex items-center justify-center text-white shadow-[2px_2px_0px_0px_rgba(0,0,0,1)]">
+              <FileText className="w-5 h-5" />
+            </div>
+          </div>
+        </div>
+
+        <div className="retro-card bg-white border-2 border-black shadow-[4px_4px_0px_0px_rgba(0,0,0,1)] p-5 hover:translate-x-[-2px] hover:translate-y-[-2px] hover:shadow-[6px_6px_0px_0px_rgba(0,0,0,1)] transition-all">
+          <div className="flex items-center justify-between">
+            <div>
+              <p className="text-xs font-bold text-gray-600 uppercase mb-1">系统模板</p>
+              <p className="text-3xl font-bold text-blue-600">{templates.filter(t => t.is_system).length}</p>
+            </div>
+            <div className="w-10 h-10 bg-blue-600 border-2 border-black flex items-center justify-center text-white shadow-[2px_2px_0px_0px_rgba(0,0,0,1)]">
+              <Shield className="w-5 h-5" />
+            </div>
+          </div>
+        </div>
+
+        <div className="retro-card bg-white border-2 border-black shadow-[4px_4px_0px_0px_rgba(0,0,0,1)] p-5 hover:translate-x-[-2px] hover:translate-y-[-2px] hover:shadow-[6px_6px_0px_0px_rgba(0,0,0,1)] transition-all">
+          <div className="flex items-center justify-between">
+            <div>
+              <p className="text-xs font-bold text-gray-600 uppercase mb-1">自定义模板</p>
+              <p className="text-3xl font-bold text-green-600">{templates.filter(t => !t.is_system).length}</p>
+            </div>
+            <div className="w-10 h-10 bg-green-600 border-2 border-black flex items-center justify-center text-white shadow-[2px_2px_0px_0px_rgba(0,0,0,1)]">
+              <Sparkles className="w-5 h-5" />
+            </div>
+          </div>
+        </div>
+
+        <div className="retro-card bg-white border-2 border-black shadow-[4px_4px_0px_0px_rgba(0,0,0,1)] p-5 hover:translate-x-[-2px] hover:translate-y-[-2px] hover:shadow-[6px_6px_0px_0px_rgba(0,0,0,1)] transition-all">
+          <div className="flex items-center justify-between">
+            <div>
+              <p className="text-xs font-bold text-gray-600 uppercase mb-1">已启用</p>
+              <p className="text-3xl font-bold text-orange-600">{templates.filter(t => t.is_active).length}</p>
+            </div>
+            <div className="w-10 h-10 bg-orange-500 border-2 border-black flex items-center justify-center text-white shadow-[2px_2px_0px_0px_rgba(0,0,0,1)]">
+              <Zap className="w-5 h-5" />
+            </div>
+          </div>
+        </div>
+      </div>
+
+      {/* 操作栏 */}
+      <div className="retro-card bg-white border-2 border-black shadow-[4px_4px_0px_0px_rgba(0,0,0,1)] p-4 relative z-10">
+        <div className="flex flex-col md:flex-row items-center justify-between gap-4">
+          <div className="flex items-center gap-2">
+            <Terminal className="w-5 h-5" />
+            <span className="font-bold uppercase">提示词模板管理</span>
+          </div>
+          <Button onClick={() => { resetForm(); setShowCreateDialog(true); }} className="retro-btn bg-primary text-white hover:bg-primary/90 h-10 shadow-[4px_4px_0px_0px_rgba(0,0,0,1)]">
+            <Plus className="w-4 h-4 mr-2" />
+            新建模板
+          </Button>
         </div>
-        <Button onClick={() => { resetForm(); setShowCreateDialog(true); }}>
-          <Plus className="w-4 h-4 mr-2" />
-          新建模板
-        </Button>
       </div>
 
       {/* 模板列表 */}
-      <div className="grid gap-4 md:grid-cols-2 lg:grid-cols-3">
-        {loading ? (
-          <div className="col-span-full text-center py-8 text-muted-foreground">加载中...</div>
-        ) : templates.length === 0 ? (
-          <Card className="col-span-full">
-            <CardContent className="py-8 text-center text-muted-foreground">
-              暂无提示词模板，点击"新建模板"创建
-            </CardContent>
-          </Card>
+      <div className="grid gap-4 md:grid-cols-2 lg:grid-cols-3 relative z-10">
+        {templates.length === 0 ? (
+          <div className="col-span-full retro-card bg-white border-2 border-black shadow-[4px_4px_0px_0px_rgba(0,0,0,1)] p-16 flex flex-col items-center justify-center text-center">
+            <div className="w-20 h-20 bg-gray-100 border-2 border-black flex items-center justify-center mb-6 shadow-[4px_4px_0px_0px_rgba(0,0,0,1)]">
+              <FileText className="w-10 h-10 text-gray-400" />
+            </div>
+            <h3 className="text-xl font-bold text-black uppercase mb-2">暂无提示词模板</h3>
+            <p className="text-gray-500 mb-8 max-w-md">点击"新建模板"创建自定义提示词</p>
+            <Button className="retro-btn bg-primary text-white h-12 px-8 text-lg font-bold uppercase" onClick={() => { resetForm(); setShowCreateDialog(true); }}>
+              <Plus className="w-5 h-5 mr-2" />
+              创建模板
+            </Button>
+          </div>
         ) : (
-          templates.map(template => (
-            <Card key={template.id} className={!template.is_active ? 'opacity-60' : ''}>
-              <CardHeader className="pb-2">
-                <div className="flex items-start justify-between">
-                  <div>
-                    <CardTitle className="flex items-center gap-2 text-lg">
-                      <FileText className="w-5 h-5" />
-                      {template.name}
-                    </CardTitle>
-                    <CardDescription className="mt-1">{template.description}</CardDescription>
+          templates.map(template => {
+            const TemplateIcon = getTemplateIcon(template.template_type);
+            return (
+              <div key={template.id} className={`retro-card bg-white border-2 border-black shadow-[4px_4px_0px_0px_rgba(0,0,0,1)] hover:translate-x-[-2px] hover:translate-y-[-2px] hover:shadow-[6px_6px_0px_0px_rgba(0,0,0,1)] transition-all ${!template.is_active ? 'opacity-60' : ''}`}>
+                <div className="p-5 border-b-2 border-dashed border-gray-300">
+                  <div className="flex items-start justify-between mb-3">
+                    <div className="flex items-center gap-3">
+                      <div className="w-10 h-10 bg-gray-100 border-2 border-black flex items-center justify-center shadow-[2px_2px_0px_0px_rgba(0,0,0,1)]">
+                        <TemplateIcon className="w-5 h-5" />
+                      </div>
+                      <div>
+                        <h3 className="font-bold text-lg uppercase">{template.name}</h3>
+                        <p className="text-xs text-gray-500">{template.description}</p>
+                      </div>
+                    </div>
                   </div>
-                  <div className="flex flex-col items-end gap-1">
-                    {template.is_system && <Badge variant="secondary">系统</Badge>}
-                    {template.is_default && <Badge>默认</Badge>}
-                    <Badge variant="outline">
-                      {TEMPLATE_TYPES.find(t => t.value === template.template_type)?.label}
-                    </Badge>
+                  <div className="flex flex-wrap gap-2">
+                    {template.is_system && <Badge className="rounded-none border-2 border-black bg-blue-100 text-blue-800">系统</Badge>}
+                    {template.is_default && <Badge className="rounded-none border-2 border-black bg-green-100 text-green-800">默认</Badge>}
+                    <Badge variant="outline" className="rounded-none border-2 border-black">{TEMPLATE_TYPES.find(t => t.value === template.template_type)?.label}</Badge>
                   </div>
                 </div>
-              </CardHeader>
-              <CardContent>
-                <div className="space-y-3">
-                  {/* 预览 */}
-                  <div className="text-sm text-muted-foreground line-clamp-3 bg-muted p-2 rounded">
+
+                <div className="p-4">
+                  <div 
+                    className="text-sm text-gray-600 line-clamp-3 bg-gray-50 p-3 border-2 border-black font-mono text-xs mb-4 cursor-pointer hover:bg-gray-100 transition-colors"
+                    onClick={() => openViewDialog(template)}
+                    title="点击查看完整内容"
+                  >
                     {template.content_zh || template.content_en || '(无内容)'}
                   </div>
-                  
-                  {/* 操作按钮 */}
                   <div className="flex items-center justify-between">
                     <div className="flex gap-1">
-                      <Button variant="ghost" size="sm" onClick={() => openTestDialog(template)}>
+                      <Button variant="ghost" size="sm" onClick={() => openViewDialog(template)} className="hover:bg-purple-100">
+                        <FileText className="w-4 h-4 mr-1" />
+                        查看
+                      </Button>
+                      <Button variant="ghost" size="sm" onClick={() => openTestDialog(template)} className="hover:bg-green-100">
                         <Play className="w-4 h-4 mr-1" />
                         测试
                       </Button>
-                      <Button
-                        variant="ghost"
-                        size="sm"
-                        onClick={() => copyToClipboard(template.content_zh || template.content_en || '')}
-                      >
+                      <Button variant="ghost" size="sm" onClick={() => copyToClipboard(template.content_zh || template.content_en || '')} className="hover:bg-blue-100">
                         <Copy className="w-4 h-4 mr-1" />
                         复制
                       </Button>
@@ -274,235 +318,302 @@ export default function PromptManager() {
                     <div className="flex gap-1">
                       {!template.is_system && (
                         <>
-                          <Button variant="ghost" size="icon" onClick={() => openEditDialog(template)}>
-                            <Edit className="w-4 h-4" />
-                          </Button>
-                          <Button variant="ghost" size="icon" onClick={() => handleDelete(template.id)}>
-                            <Trash2 className="w-4 h-4" />
-                          </Button>
+                          <Button variant="ghost" size="icon" onClick={() => openEditDialog(template)} className="hover:bg-gray-100"><Edit className="w-4 h-4" /></Button>
+                          <Button variant="ghost" size="icon" onClick={() => handleDelete(template.id)} className="hover:bg-red-100 hover:text-red-600"><Trash2 className="w-4 h-4" /></Button>
                         </>
                       )}
                     </div>
                   </div>
                 </div>
-              </CardContent>
-            </Card>
-          ))
+              </div>
+            );
+          })
         )}
       </div>
 
       {/* 创建/编辑对话框 */}
-      <Dialog open={showCreateDialog || showEditDialog} onOpenChange={(open) => {
-        if (!open) {
-          setShowCreateDialog(false);
-          setShowEditDialog(false);
-        }
-      }}>
-        <DialogContent className="max-w-4xl max-h-[90vh] overflow-y-auto">
-          <DialogHeader>
-            <DialogTitle>{showEditDialog ? '编辑模板' : '新建模板'}</DialogTitle>
-            <DialogDescription>
-              {showEditDialog ? '修改提示词模板内容' : '创建自定义提示词模板'}
-            </DialogDescription>
+      <Dialog open={showCreateDialog || showEditDialog} onOpenChange={(open) => { if (!open) { setShowCreateDialog(false); setShowEditDialog(false); } }}>
+        <DialogContent className="max-w-4xl max-h-[90vh] overflow-y-auto retro-card border-2 border-black shadow-[4px_4px_0px_0px_rgba(0,0,0,1)] bg-white p-0">
+          <DialogHeader className="bg-black text-white p-4 border-b-4 border-black">
+            <DialogTitle className="font-mono text-xl uppercase tracking-widest flex items-center gap-2">
+              <Terminal className="w-5 h-5" />
+              {showEditDialog ? '编辑模板' : '新建模板'}
+            </DialogTitle>
           </DialogHeader>
-          
-          <div className="space-y-4">
+          <div className="p-6 space-y-4">
             <div className="grid grid-cols-2 gap-4">
-              <div>
-                <Label>模板名称</Label>
-                <Input
-                  value={form.name}
-                  onChange={e => setForm({ ...form, name: e.target.value })}
-                  placeholder="如：安全专项审计"
-                />
+              <div className="space-y-1.5">
+                <Label className="font-mono font-bold uppercase text-xs">模板名称 *</Label>
+                <Input value={form.name} onChange={e => setForm({ ...form, name: e.target.value })} placeholder="如：安全专项审计" className="terminal-input" />
               </div>
-              <div>
-                <Label>模板类型</Label>
+              <div className="space-y-1.5">
+                <Label className="font-mono font-bold uppercase text-xs">模板类型</Label>
                 <Select value={form.template_type} onValueChange={v => setForm({ ...form, template_type: v })}>
-                  <SelectTrigger><SelectValue /></SelectTrigger>
-                  <SelectContent>
-                    {TEMPLATE_TYPES.map(t => <SelectItem key={t.value} value={t.value}>{t.label}</SelectItem>)}
-                  </SelectContent>
+                  <SelectTrigger className="terminal-input"><SelectValue /></SelectTrigger>
+                  <SelectContent>{TEMPLATE_TYPES.map(t => <SelectItem key={t.value} value={t.value}>{t.label}</SelectItem>)}</SelectContent>
                 </Select>
               </div>
             </div>
-            
-            <div>
-              <Label>描述</Label>
-              <Input
-                value={form.description}
-                onChange={e => setForm({ ...form, description: e.target.value })}
-                placeholder="模板用途描述"
-              />
+            <div className="space-y-1.5">
+              <Label className="font-mono font-bold uppercase text-xs">描述</Label>
+              <Input value={form.description} onChange={e => setForm({ ...form, description: e.target.value })} placeholder="模板用途描述" className="terminal-input" />
             </div>
-            
             <Tabs defaultValue="zh" className="w-full">
-              <TabsList>
-                <TabsTrigger value="zh">中文提示词</TabsTrigger>
-                <TabsTrigger value="en">英文提示词</TabsTrigger>
+              <TabsList className="flex w-full bg-gray-100 border-2 border-black p-1 h-auto gap-1">
+                <TabsTrigger value="zh" className="flex-1 data-[state=active]:bg-black data-[state=active]:text-white font-mono font-bold uppercase py-2">中文提示词</TabsTrigger>
+                <TabsTrigger value="en" className="flex-1 data-[state=active]:bg-black data-[state=active]:text-white font-mono font-bold uppercase py-2">英文提示词</TabsTrigger>
               </TabsList>
-              <TabsContent value="zh">
-                <Textarea
-                  value={form.content_zh}
-                  onChange={e => setForm({ ...form, content_zh: e.target.value })}
-                  placeholder="输入中文提示词内容..."
-                  rows={15}
-                  className="font-mono text-sm"
-                />
+              <TabsContent value="zh" className="mt-4">
+                <Textarea value={form.content_zh} onChange={e => setForm({ ...form, content_zh: e.target.value })} placeholder="输入中文提示词内容..." rows={15} className="terminal-input font-mono text-sm" />
               </TabsContent>
-              <TabsContent value="en">
-                <Textarea
-                  value={form.content_en}
-                  onChange={e => setForm({ ...form, content_en: e.target.value })}
-                  placeholder="Enter English prompt content..."
-                  rows={15}
-                  className="font-mono text-sm"
-                />
+              <TabsContent value="en" className="mt-4">
+                <Textarea value={form.content_en} onChange={e => setForm({ ...form, content_en: e.target.value })} placeholder="Enter English prompt content..." rows={15} className="terminal-input font-mono text-sm" />
               </TabsContent>
             </Tabs>
-            
             <div className="flex items-center gap-2">
-              <Switch
-                checked={form.is_active}
-                onCheckedChange={v => setForm({ ...form, is_active: v })}
-              />
-              <Label>启用此模板</Label>
+              <Switch checked={form.is_active} onCheckedChange={v => setForm({ ...form, is_active: v })} />
+              <Label className="font-mono font-bold uppercase text-xs">启用此模板</Label>
             </div>
           </div>
-          
-          <DialogFooter>
-            <Button variant="outline" onClick={() => { setShowCreateDialog(false); setShowEditDialog(false); }}>
-              取消
-            </Button>
-            <Button onClick={showEditDialog ? handleUpdate : handleCreate}>
-              {showEditDialog ? '保存' : '创建'}
-            </Button>
+          <DialogFooter className="p-4 border-t-2 border-dashed border-gray-200">
+            <Button variant="outline" onClick={() => { setShowCreateDialog(false); setShowEditDialog(false); }} className="retro-btn bg-white text-black">取消</Button>
+            <Button onClick={showEditDialog ? handleUpdate : handleCreate} className="retro-btn bg-primary text-white">{showEditDialog ? '保存' : '创建'}</Button>
           </DialogFooter>
         </DialogContent>
       </Dialog>
 
       {/* 测试对话框 */}
       <Dialog open={showTestDialog} onOpenChange={setShowTestDialog}>
-        <DialogContent className="max-w-4xl max-h-[90vh] overflow-y-auto">
-          <DialogHeader>
-            <DialogTitle className="flex items-center gap-2">
+        <DialogContent className="!max-w-6xl w-[90vw] max-h-[90vh] overflow-y-auto retro-card border-2 border-black shadow-[4px_4px_0px_0px_rgba(0,0,0,1)] bg-white p-0">
+          <DialogHeader className="bg-black text-white p-4 border-b-4 border-black">
+            <DialogTitle className="font-mono text-xl uppercase tracking-widest flex items-center gap-2">
               <Sparkles className="w-5 h-5" />
               测试提示词: {selectedTemplate?.name}
             </DialogTitle>
-            <DialogDescription>
-              使用示例代码测试提示词效果
-            </DialogDescription>
+            <DialogDescription className="text-gray-300">使用示例代码测试提示词效果</DialogDescription>
           </DialogHeader>
-          
-          <div className="grid grid-cols-2 gap-4">
+          <div className="p-6 grid grid-cols-2 gap-6">
             {/* 左侧：输入 */}
             <div className="space-y-4">
-              <div>
-                <Label>编程语言</Label>
-                <Select
-                  value={testForm.language}
-                  onValueChange={v => {
-                    setTestForm({
-                      language: v,
-                      code: TEST_CODE_SAMPLES[v] || TEST_CODE_SAMPLES.python,
-                    });
-                  }}
-                >
-                  <SelectTrigger><SelectValue /></SelectTrigger>
-                  <SelectContent>
-                    <SelectItem value="python">Python</SelectItem>
-                    <SelectItem value="javascript">JavaScript</SelectItem>
-                    <SelectItem value="java">Java</SelectItem>
-                  </SelectContent>
-                </Select>
+              <div className="grid grid-cols-2 gap-3">
+                <div className="space-y-1.5">
+                  <Label className="font-mono font-bold uppercase text-xs">编程语言</Label>
+                  <Select value={testForm.language} onValueChange={v => { 
+                    // 优先使用模板专属测试代码，否则使用通用测试代码
+                    const templateCodes = selectedTemplate ? TEMPLATE_TEST_CODES[selectedTemplate.name] : null;
+                    const code = templateCodes?.[v] || TEST_CODE_SAMPLES[v] || TEST_CODE_SAMPLES.python;
+                    setTestForm({ ...testForm, language: v, code }); 
+                  }}>
+                    <SelectTrigger className="terminal-input"><SelectValue /></SelectTrigger>
+                    <SelectContent>
+                      <SelectItem value="python">Python</SelectItem>
+                      <SelectItem value="javascript">JavaScript</SelectItem>
+                      <SelectItem value="java">Java</SelectItem>
+                    </SelectContent>
+                  </Select>
+                </div>
+                <div className="space-y-1.5">
+                  <Label className="font-mono font-bold uppercase text-xs">提示词语言</Label>
+                  <Select value={testForm.promptLang} onValueChange={(v: 'zh' | 'en') => setTestForm({ ...testForm, promptLang: v })}>
+                    <SelectTrigger className="terminal-input"><SelectValue /></SelectTrigger>
+                    <SelectContent>
+                      <SelectItem value="zh">中文提示词</SelectItem>
+                      <SelectItem value="en">英文提示词</SelectItem>
+                    </SelectContent>
+                  </Select>
+                </div>
               </div>
-              
-              <div>
-                <Label>测试代码</Label>
-                <Textarea
-                  value={testForm.code}
-                  onChange={e => setTestForm({ ...testForm, code: e.target.value })}
-                  rows={10}
-                  className="font-mono text-sm"
-                />
+              <div className="space-y-1.5">
+                <Label className="font-mono font-bold uppercase text-xs">测试代码</Label>
+                <Textarea value={testForm.code} onChange={e => setTestForm({ ...testForm, code: e.target.value })} rows={10} className="terminal-input font-mono text-sm" />
               </div>
-              
-              <Button onClick={handleTest} disabled={testing} className="w-full">
-                {testing ? (
-                  <>
-                    <Loader2 className="w-4 h-4 mr-2 animate-spin" />
-                    分析中...
-                  </>
-                ) : (
-                  <>
-                    <Play className="w-4 h-4 mr-2" />
-                    运行测试
-                  </>
-                )}
+              <Button onClick={handleTest} disabled={testing} className="w-full retro-btn bg-primary text-white h-12">
+                {testing ? (<><Loader2 className="w-4 h-4 mr-2 animate-spin" />分析中...</>) : (<><Play className="w-4 h-4 mr-2" />运行测试</>)}
               </Button>
             </div>
-            
             {/* 右侧：结果 */}
             <div className="space-y-4">
-              <Label>分析结果</Label>
-              <div className="border rounded-lg p-4 h-[400px] overflow-auto bg-muted">
+              <Label className="font-mono font-bold uppercase text-xs">分析结果</Label>
+              <div className="border-2 border-black h-[400px] overflow-auto bg-gray-50">
                 {testResult ? (
                   testResult.success ? (
-                    <div className="space-y-4">
-                      <div className="flex items-center gap-2 text-green-600">
-                        <Check className="w-5 h-5" />
-                        <span>分析成功 (耗时 {testResult.execution_time}s)</span>
+                    <div className="flex flex-col h-full">
+                      {/* 成功状态头部 */}
+                      <div className="flex items-center justify-between p-3 bg-green-100 border-b-2 border-black">
+                        <div className="flex items-center gap-2 text-green-700 font-bold">
+                          <Check className="w-5 h-5" />
+                          <span className="uppercase text-sm">分析成功</span>
+                        </div>
+                        <Badge className="rounded-none border-2 border-black bg-white text-black font-mono">
+                          {testResult.execution_time}s
+                        </Badge>
                       </div>
                       
-                      {testResult.result?.issues?.length > 0 ? (
-                        <div className="space-y-2">
-                          <div className="font-medium">发现 {testResult.result.issues.length} 个问题:</div>
-                          {testResult.result.issues.map((issue: any, idx: number) => (
-                            <div key={idx} className="p-2 bg-background rounded border">
-                              <div className="flex items-center gap-2">
-                                <Badge variant={
-                                  issue.severity === 'critical' ? 'destructive' :
-                                  issue.severity === 'high' ? 'destructive' :
-                                  issue.severity === 'medium' ? 'default' : 'secondary'
-                                }>
-                                  {issue.severity}
-                                </Badge>
-                                <span className="font-medium">{issue.title}</span>
-                              </div>
-                              <p className="text-sm text-muted-foreground mt-1">{issue.description}</p>
-                              {issue.line && (
-                                <p className="text-xs text-muted-foreground">行 {issue.line}</p>
-                              )}
+                      {/* 质量评分 */}
+                      {testResult.result?.quality_score !== undefined && (
+                        <div className="p-3 bg-white border-b-2 border-dashed border-gray-300 flex items-center justify-between">
+                          <span className="text-xs font-bold uppercase text-gray-600">质量评分</span>
+                          <div className="flex items-center gap-2">
+                            <div className={`text-2xl font-bold ${
+                              testResult.result.quality_score >= 80 ? 'text-green-600' :
+                              testResult.result.quality_score >= 60 ? 'text-yellow-600' : 'text-red-600'
+                            }`}>
+                              {testResult.result.quality_score}
                             </div>
-                          ))}
+                            <span className="text-xs text-gray-500">/ 100</span>
+                          </div>
                         </div>
-                      ) : (
-                        <div className="text-muted-foreground">未发现问题</div>
                       )}
                       
-                      {testResult.result?.quality_score !== undefined && (
-                        <div className="text-sm">
-                          质量评分: <span className="font-bold">{testResult.result.quality_score}</span>
-                        </div>
-                      )}
+                      {/* 问题列表 */}
+                      <div className="flex-1 overflow-auto p-3">
+                        {testResult.result?.issues?.length > 0 ? (
+                          <div className="space-y-3">
+                            <div className="flex items-center justify-between mb-2">
+                              <span className="text-xs font-bold uppercase text-gray-600">发现问题</span>
+                              <Badge className="rounded-none border-2 border-black bg-red-100 text-red-800">
+                                {testResult.result.issues.length} 个
+                              </Badge>
+                            </div>
+                            {testResult.result.issues.map((issue: any, idx: number) => (
+                              <div key={idx} className="bg-white border-2 border-black shadow-[2px_2px_0px_0px_rgba(0,0,0,1)] overflow-hidden">
+                                <div className={`px-3 py-2 border-b-2 border-black flex items-center justify-between ${
+                                  issue.severity === 'critical' ? 'bg-red-500 text-white' :
+                                  issue.severity === 'high' ? 'bg-orange-500 text-white' :
+                                  issue.severity === 'medium' ? 'bg-yellow-400 text-black' : 'bg-blue-400 text-white'
+                                }`}>
+                                  <span className="font-bold text-xs uppercase">{issue.severity}</span>
+                                  {issue.line && <span className="text-xs opacity-80">行 {issue.line}</span>}
+                                </div>
+                                <div className="p-3">
+                                  <h4 className="font-bold text-sm mb-1">{issue.title}</h4>
+                                  {issue.description && (
+                                    <p className="text-xs text-gray-600 leading-relaxed">{issue.description}</p>
+                                  )}
+                                  {issue.suggestion && (
+                                    <div className="mt-2 p-2 bg-blue-50 border-l-4 border-blue-500">
+                                      <p className="text-xs text-blue-800">
+                                        <span className="font-bold">建议: </span>
+                                        {issue.suggestion}
+                                      </p>
+                                    </div>
+                                  )}
+                                </div>
+                              </div>
+                            ))}
+                          </div>
+                        ) : (
+                          <div className="text-center py-8">
+                            <div className="w-12 h-12 bg-green-100 border-2 border-black flex items-center justify-center mx-auto mb-3 shadow-[2px_2px_0px_0px_rgba(0,0,0,1)]">
+                              <Check className="w-6 h-6 text-green-600" />
+                            </div>
+                            <p className="font-bold text-green-700 uppercase text-sm">未发现问题</p>
+                            <p className="text-xs text-gray-500 mt-1">代码质量良好</p>
+                          </div>
+                        )}
+                      </div>
                     </div>
                   ) : (
-                    <div className="text-red-500">
-                      <div className="font-medium">测试失败</div>
-                      <div className="text-sm mt-1">{testResult.error}</div>
+                    <div className="flex flex-col h-full">
+                      {/* 失败状态头部 */}
+                      <div className="flex items-center justify-between p-3 bg-red-100 border-b-2 border-black">
+                        <div className="flex items-center gap-2 text-red-700 font-bold">
+                          <AlertTriangle className="w-5 h-5" />
+                          <span className="uppercase text-sm">测试失败</span>
+                        </div>
+                        {testResult.execution_time && (
+                          <Badge className="rounded-none border-2 border-black bg-white text-black font-mono">
+                            {testResult.execution_time}s
+                          </Badge>
+                        )}
+                      </div>
+                      {/* 错误详情 */}
+                      <div className="flex-1 p-4">
+                        <div className="bg-red-50 border-2 border-red-300 p-4 h-full overflow-auto">
+                          <pre className="text-sm text-red-800 font-mono whitespace-pre-wrap break-words">
+                            {testResult.error || '未知错误'}
+                          </pre>
+                        </div>
+                      </div>
                     </div>
                   )
                 ) : (
-                  <div className="text-muted-foreground text-center py-8">
-                    点击"运行测试"查看分析结果
+                  <div className="flex flex-col items-center justify-center h-full text-gray-400">
+                    <div className="w-16 h-16 bg-gray-100 border-2 border-dashed border-gray-300 flex items-center justify-center mb-4">
+                      <Play className="w-8 h-8 opacity-50" />
+                    </div>
+                    <p className="font-mono uppercase text-sm">点击"运行测试"</p>
+                    <p className="font-mono text-xs mt-1">查看分析结果</p>
                   </div>
                 )}
               </div>
             </div>
           </div>
-          
-          <DialogFooter>
-            <Button variant="outline" onClick={() => setShowTestDialog(false)}>关闭</Button>
+          <DialogFooter className="p-4 border-t-2 border-dashed border-gray-200">
+            <Button variant="outline" onClick={() => setShowTestDialog(false)} className="retro-btn bg-white text-black">关闭</Button>
+          </DialogFooter>
+        </DialogContent>
+      </Dialog>
+
+      {/* 查看详情对话框 */}
+      <Dialog open={showViewDialog} onOpenChange={setShowViewDialog}>
+        <DialogContent className="max-w-4xl max-h-[90vh] overflow-y-auto retro-card border-2 border-black shadow-[4px_4px_0px_0px_rgba(0,0,0,1)] bg-white p-0">
+          <DialogHeader className="bg-black text-white p-4 border-b-4 border-black">
+            <DialogTitle className="font-mono text-xl uppercase tracking-widest flex items-center gap-2">
+              <FileText className="w-5 h-5" />
+              {viewTemplate?.name}
+            </DialogTitle>
+            <DialogDescription className="text-gray-300">{viewTemplate?.description}</DialogDescription>
+          </DialogHeader>
+          <div className="p-6 space-y-4">
+            <div className="flex flex-wrap gap-2 mb-4">
+              {viewTemplate?.is_system && <Badge className="rounded-none border-2 border-black bg-blue-100 text-blue-800">系统模板</Badge>}
+              {viewTemplate?.is_default && <Badge className="rounded-none border-2 border-black bg-green-100 text-green-800">默认</Badge>}
+              <Badge variant="outline" className="rounded-none border-2 border-black">{TEMPLATE_TYPES.find(t => t.value === viewTemplate?.template_type)?.label}</Badge>
+              {viewTemplate?.is_active ? (
+                <Badge className="rounded-none border-2 border-black bg-green-100 text-green-800">已启用</Badge>
+              ) : (
+                <Badge className="rounded-none border-2 border-black bg-gray-100 text-gray-800">已禁用</Badge>
+              )}
+            </div>
+            
+            <Tabs defaultValue="zh" className="w-full">
+              <TabsList className="flex w-full bg-gray-100 border-2 border-black p-1 h-auto gap-1">
+                <TabsTrigger value="zh" className="flex-1 data-[state=active]:bg-black data-[state=active]:text-white font-mono font-bold uppercase py-2">
+                  中文提示词
+                </TabsTrigger>
+                <TabsTrigger value="en" className="flex-1 data-[state=active]:bg-black data-[state=active]:text-white font-mono font-bold uppercase py-2">
+                  英文提示词
+                </TabsTrigger>
+              </TabsList>
+              <TabsContent value="zh" className="mt-4">
+                <div className="bg-gray-900 text-green-400 p-4 border-2 border-black font-mono text-sm whitespace-pre-wrap max-h-[500px] overflow-y-auto">
+                  {viewTemplate?.content_zh || '(无中文内容)'}
+                </div>
+              </TabsContent>
+              <TabsContent value="en" className="mt-4">
+                <div className="bg-gray-900 text-green-400 p-4 border-2 border-black font-mono text-sm whitespace-pre-wrap max-h-[500px] overflow-y-auto">
+                  {viewTemplate?.content_en || '(No English content)'}
+                </div>
+              </TabsContent>
+            </Tabs>
+          </div>
+          <DialogFooter className="p-4 border-t-2 border-dashed border-gray-200 flex gap-2">
+            <Button variant="outline" onClick={() => copyToClipboard(viewTemplate?.content_zh || viewTemplate?.content_en || '')} className="retro-btn bg-white text-black">
+              <Copy className="w-4 h-4 mr-2" />
+              复制内容
+            </Button>
+            <Button variant="outline" onClick={() => { setShowViewDialog(false); if (viewTemplate) openTestDialog(viewTemplate); }} className="retro-btn bg-green-100 text-green-800 hover:bg-green-200">
+              <Play className="w-4 h-4 mr-2" />
+              测试
+            </Button>
+            {!viewTemplate?.is_system && (
+              <Button variant="outline" onClick={() => { setShowViewDialog(false); if (viewTemplate) openEditDialog(viewTemplate); }} className="retro-btn bg-blue-100 text-blue-800 hover:bg-blue-200">
+                <Edit className="w-4 h-4 mr-2" />
+                编辑
+              </Button>
+            )}
+            <Button onClick={() => setShowViewDialog(false)} className="retro-btn bg-primary text-white">关闭</Button>
           </DialogFooter>
         </DialogContent>
       </Dialog>
diff --git a/frontend/src/pages/prompt-manager/testCodeSamples.ts b/frontend/src/pages/prompt-manager/testCodeSamples.ts
new file mode 100644
index 0000000..998f266
--- /dev/null
+++ b/frontend/src/pages/prompt-manager/testCodeSamples.ts
@@ -0,0 +1,508 @@
+/**
+ * 提示词模板测试代码示例
+ */
+
+// 按编程语言分类的通用测试代码
+export const TEST_CODE_SAMPLES: Record<string, string> = {
+  python: `def login(username, password):
+    query = f"SELECT * FROM users WHERE username='{username}' AND password='{password}'"
+    cursor.execute(query)
+    return cursor.fetchone()`,
+  javascript: `function getUserData(userId) {
+    const query = "SELECT * FROM users WHERE id = " + userId;
+    return db.query(query);
+}`,
+  java: `public User findUser(String username) {
+    String query = "SELECT * FROM users WHERE username = '" + username + "'";
+    return jdbcTemplate.queryForObject(query, User.class);
+}`,
+};
+
+// 按模板名称分类的测试代码（针对不同审计场景）
+export const TEMPLATE_TEST_CODES: Record<string, Record<string, string>> = {
+  // 默认代码审计 - 包含多种问题的综合示例
+  '默认代码审计': {
+    python: `import os
+import pickle
+
+API_KEY = "sk-1234567890abcdef"  # 硬编码密钥
+
+def process_user_input(user_input):
+    # SQL注入风险
+    query = f"SELECT * FROM users WHERE name = '{user_input}'"
+    cursor.execute(query)
+    
+    # 命令注入风险
+    os.system(f"echo {user_input}")
+    
+    # 不安全的反序列化
+    data = pickle.loads(user_input.encode())
+    
+    # 性能问题：循环中查询
+    for item in items:
+        db.query(f"SELECT * FROM orders WHERE item_id = {item.id}")
+    
+    return data`,
+    javascript: `const API_SECRET = "secret123";  // 硬编码密钥
+
+async function handleRequest(req, res) {
+    // SQL注入
+    const query = "SELECT * FROM users WHERE id = " + req.params.id;
+    const user = await db.query(query);
+    
+    // XSS风险
+    res.send("<div>" + req.body.content + "</div>");
+    
+    // 命令注入
+    exec("ls " + req.query.path);
+    
+    // 性能问题
+    for (let i = 0; i < users.length; i++) {
+        await db.query("SELECT * FROM orders WHERE user_id = " + users[i].id);
+    }
+}`,
+    java: `public class UserService {
+    private static final String DB_PASSWORD = "admin123";  // 硬编码
+    
+    public User findUser(String input) {
+        // SQL注入
+        String sql = "SELECT * FROM users WHERE name = '" + input + "'";
+        return jdbcTemplate.queryForObject(sql, User.class);
+    }
+    
+    public void processFile(String filename) {
+        // 路径遍历
+        File file = new File("/data/" + filename);
+        // 缺少错误处理
+        FileInputStream fis = new FileInputStream(file);
+    }
+}`,
+  },
+
+  // 安全专项审计 - 专注安全漏洞的示例
+  '安全专项审计': {
+    python: `import os
+import subprocess
+import pickle
+import xml.etree.ElementTree as ET
+
+SECRET_KEY = "super_secret_key_12345"
+DB_PASSWORD = "root:password123"
+
+def authenticate(username, password):
+    # SQL注入
+    query = f"SELECT * FROM users WHERE username='{username}' AND password='{password}'"
+    return db.execute(query)
+
+def run_command(cmd):
+    # 命令注入
+    os.system(cmd)
+    subprocess.call(cmd, shell=True)
+
+def load_data(data):
+    # 不安全的反序列化
+    return pickle.loads(data)
+
+def parse_xml(xml_string):
+    # XXE漏洞
+    tree = ET.fromstring(xml_string)
+    return tree
+
+def fetch_url(url):
+    # SSRF
+    import requests
+    return requests.get(url).text
+
+def read_file(filename):
+    # 路径遍历
+    with open(f"/var/data/{filename}", "r") as f:
+        return f.read()`,
+    javascript: `const crypto = require('crypto');
+
+const API_KEY = "sk-live-abcdef123456";
+const JWT_SECRET = "mysecret";
+
+function login(username, password) {
+    // SQL注入
+    const query = \`SELECT * FROM users WHERE username='\${username}' AND password='\${password}'\`;
+    return db.query(query);
+}
+
+function renderPage(userInput) {
+    // XSS
+    document.innerHTML = userInput;
+    return \`<div>\${userInput}</div>\`;
+}
+
+function executeCommand(cmd) {
+    // 命令注入
+    const { exec } = require('child_process');
+    exec(cmd);
+}
+
+function hashPassword(password) {
+    // 弱加密
+    return crypto.createHash('md5').update(password).digest('hex');
+}
+
+function verifyToken(token) {
+    // 硬编码密钥
+    return jwt.verify(token, "hardcoded_secret");
+}`,
+    java: `import java.io.*;
+import java.sql.*;
+
+public class VulnerableService {
+    private static final String API_KEY = "AIzaSyD-xxxxx";
+    private static final String DB_PASS = "root123";
+    
+    // SQL注入
+    public User getUser(String id) {
+        String sql = "SELECT * FROM users WHERE id = '" + id + "'";
+        return jdbcTemplate.queryForObject(sql, User.class);
+    }
+    
+    // 命令注入
+    public void runCommand(String cmd) {
+        Runtime.getRuntime().exec(cmd);
+    }
+    
+    // 路径遍历
+    public String readFile(String name) throws IOException {
+        return new String(Files.readAllBytes(Paths.get("/data/" + name)));
+    }
+    
+    // 不安全的反序列化
+    public Object deserialize(byte[] data) throws Exception {
+        ObjectInputStream ois = new ObjectInputStream(new ByteArrayInputStream(data));
+        return ois.readObject();
+    }
+    
+    // 弱加密
+    public String hashPassword(String password) {
+        return DigestUtils.md5Hex(password);
+    }
+}`,
+  },
+
+  // 性能优化审计 - 专注性能问题的示例
+  '性能优化审计': {
+    python: `import time
+
+def get_user_orders(user_ids):
+    # N+1查询问题
+    results = []
+    for user_id in user_ids:
+        user = db.query(f"SELECT * FROM users WHERE id = {user_id}")
+        orders = db.query(f"SELECT * FROM orders WHERE user_id = {user_id}")
+        results.append({"user": user, "orders": orders})
+    return results
+
+def process_large_file(filename):
+    # 一次性加载大文件到内存
+    with open(filename, 'r') as f:
+        content = f.read()  # 可能导致内存溢出
+    return process(content)
+
+def find_duplicates(items):
+    # O(n²) 算法
+    duplicates = []
+    for i in range(len(items)):
+        for j in range(len(items)):
+            if i != j and items[i] == items[j]:
+                duplicates.append(items[i])
+    return duplicates
+
+def create_reports(data):
+    # 循环中创建对象
+    for item in data:
+        formatter = ReportFormatter()  # 应该移到循环外
+        report = formatter.format(item)
+        reports.append(report)
+
+class DataProcessor:
+    # 未关闭资源
+    def process(self, filename):
+        f = open(filename, 'r')
+        data = f.read()
+        return self.transform(data)
+        # 文件未关闭`,
+    javascript: `// N+1查询问题
+async function getUsersWithOrders(userIds) {
+    const results = [];
+    for (const userId of userIds) {
+        const user = await db.query('SELECT * FROM users WHERE id = ?', [userId]);
+        const orders = await db.query('SELECT * FROM orders WHERE user_id = ?', [userId]);
+        results.push({ user, orders });
+    }
+    return results;
+}
+
+// 低效的数组操作
+function findCommonElements(arr1, arr2) {
+    const common = [];
+    for (let i = 0; i < arr1.length; i++) {
+        for (let j = 0; j < arr2.length; j++) {
+            if (arr1[i] === arr2[j]) {
+                common.push(arr1[i]);
+            }
+        }
+    }
+    return common;
+}
+
+// 内存泄漏风险
+const cache = {};
+function processData(key, data) {
+    cache[key] = data;  // 缓存无限增长
+    return transform(data);
+}
+
+// 同步阻塞
+function readFiles(filenames) {
+    const contents = [];
+    for (const filename of filenames) {
+        contents.push(fs.readFileSync(filename, 'utf8'));  // 同步阻塞
+    }
+    return contents;
+}`,
+    java: `public class PerformanceIssues {
+    
+    // N+1查询
+    public List<UserDTO> getUsersWithOrders(List<Long> userIds) {
+        List<UserDTO> results = new ArrayList<>();
+        for (Long userId : userIds) {
+            User user = userRepository.findById(userId);
+            List<Order> orders = orderRepository.findByUserId(userId);
+            results.add(new UserDTO(user, orders));
+        }
+        return results;
+    }
+    
+    // 循环中创建对象
+    public List<String> formatDates(List<Date> dates) {
+        List<String> results = new ArrayList<>();
+        for (Date date : dates) {
+            SimpleDateFormat sdf = new SimpleDateFormat("yyyy-MM-dd");  // 应复用
+            results.add(sdf.format(date));
+        }
+        return results;
+    }
+    
+    // 字符串拼接性能问题
+    public String buildReport(List<String> items) {
+        String result = "";
+        for (String item : items) {
+            result += item + "\\n";  // 应使用StringBuilder
+        }
+        return result;
+    }
+    
+    // 未关闭资源
+    public String readFile(String path) throws IOException {
+        FileInputStream fis = new FileInputStream(path);
+        byte[] data = fis.readAllBytes();
+        return new String(data);  // fis未关闭
+    }
+}`,
+  },
+
+  // 代码质量审计 - 专注代码质量的示例
+  '代码质量审计': {
+    python: `# 魔法数字和命名问题
+def calc(x, y, z):
+    if x > 100:  # 魔法数字
+        return y * 0.15 + z * 0.85  # 魔法数字
+    return y + z
+
+# 函数过长、职责不单一
+def process_order(order):
+    # 验证订单
+    if not order.items:
+        return None
+    if not order.user_id:
+        return None
+    if order.total < 0:
+        return None
+    
+    # 计算价格
+    subtotal = 0
+    for item in order.items:
+        subtotal += item.price * item.quantity
+    
+    # 应用折扣
+    if subtotal > 1000:
+        discount = subtotal * 0.1
+    elif subtotal > 500:
+        discount = subtotal * 0.05
+    else:
+        discount = 0
+    
+    # 计算税费
+    tax = (subtotal - discount) * 0.08
+    
+    # 保存订单
+    order.subtotal = subtotal
+    order.discount = discount
+    order.tax = tax
+    order.total = subtotal - discount + tax
+    db.save(order)
+    
+    # 发送通知
+    send_email(order.user.email, "Order confirmed")
+    send_sms(order.user.phone, "Order confirmed")
+    
+    return order
+
+# 嵌套过深
+def check_permission(user, resource, action):
+    if user:
+        if user.is_active:
+            if resource:
+                if resource.owner_id == user.id:
+                    if action in ['read', 'write']:
+                        return True
+    return False
+
+# 重复代码
+def get_admin_users():
+    users = db.query("SELECT * FROM users WHERE role = 'admin'")
+    result = []
+    for u in users:
+        result.append({"id": u.id, "name": u.name, "email": u.email})
+    return result
+
+def get_normal_users():
+    users = db.query("SELECT * FROM users WHERE role = 'user'")
+    result = []
+    for u in users:
+        result.append({"id": u.id, "name": u.name, "email": u.email})
+    return result`,
+    javascript: `// 命名不规范
+function fn(a, b, c) {
+    let x = a + b;
+    let y = x * c;
+    return y;
+}
+
+// 缺少错误处理
+async function fetchData(url) {
+    const response = await fetch(url);
+    const data = await response.json();
+    return data;
+}
+
+// 嵌套过深
+function processData(data) {
+    if (data) {
+        if (data.items) {
+            if (data.items.length > 0) {
+                for (let item of data.items) {
+                    if (item.active) {
+                        if (item.value > 0) {
+                            console.log(item);
+                        }
+                    }
+                }
+            }
+        }
+    }
+}
+
+// 重复代码
+function validateEmail(email) {
+    if (!email) return false;
+    if (email.length < 5) return false;
+    if (!email.includes('@')) return false;
+    return true;
+}
+
+function validateUsername(username) {
+    if (!username) return false;
+    if (username.length < 3) return false;
+    if (username.length > 20) return false;
+    return true;
+}
+
+// 魔法数字
+function calculatePrice(quantity, type) {
+    if (type === 1) {
+        return quantity * 9.99;
+    } else if (type === 2) {
+        return quantity * 19.99;
+    } else {
+        return quantity * 29.99;
+    }
+}`,
+    java: `public class CodeQualityIssues {
+    
+    // 魔法数字
+    public double calculate(int qty) {
+        if (qty > 100) {
+            return qty * 0.85;
+        } else if (qty > 50) {
+            return qty * 0.9;
+        }
+        return qty * 1.0;
+    }
+    
+    // 函数过长 + 职责不单一
+    public void processOrder(Order order) {
+        // 验证
+        if (order == null) return;
+        if (order.getItems() == null) return;
+        if (order.getItems().isEmpty()) return;
+        
+        // 计算
+        double total = 0;
+        for (OrderItem item : order.getItems()) {
+            total += item.getPrice() * item.getQuantity();
+        }
+        
+        // 折扣
+        double discount = 0;
+        if (total > 1000) discount = total * 0.1;
+        else if (total > 500) discount = total * 0.05;
+        
+        // 保存
+        order.setTotal(total - discount);
+        orderRepository.save(order);
+        
+        // 通知
+        emailService.send(order.getUser().getEmail(), "Confirmed");
+        smsService.send(order.getUser().getPhone(), "Confirmed");
+    }
+    
+    // 嵌套过深
+    public boolean checkAccess(User user, Resource res) {
+        if (user != null) {
+            if (user.isActive()) {
+                if (res != null) {
+                    if (res.getOwnerId().equals(user.getId())) {
+                        return true;
+                    }
+                }
+            }
+        }
+        return false;
+    }
+    
+    // 命名不规范
+    public int fn(int a, int b) {
+        int x = a + b;
+        return x;
+    }
+}`,
+  },
+};
+
+/**
+ * 获取模板对应的测试代码
+ */
+export function getTestCodeForTemplate(templateName: string, language: string): string {
+  const templateCodes = TEMPLATE_TEST_CODES[templateName];
+  if (templateCodes && templateCodes[language]) {
+    return templateCodes[language];
+  }
+  return TEST_CODE_SAMPLES[language] || TEST_CODE_SAMPLES.python;
+}
diff --git a/frontend/src/shared/api/prompts.ts b/frontend/src/shared/api/prompts.ts
index 01883f0..b57981d 100644
--- a/frontend/src/shared/api/prompts.ts
+++ b/frontend/src/shared/api/prompts.ts
@@ -52,6 +52,7 @@ export interface PromptTestRequest {
   content: string;
   language: string;
   code: string;
+  output_language?: string;
 }
 
 export interface PromptTestResponse {
diff --git a/frontend/src/shared/types/index.ts b/frontend/src/shared/types/index.ts
index 19cc7b5..666222e 100644
--- a/frontend/src/shared/types/index.ts
+++ b/frontend/src/shared/types/index.ts
@@ -127,6 +127,8 @@ export interface CreateAuditTaskForm {
   task_type: 'repository' | 'instant';
   branch_name?: string;
   exclude_patterns: string[];
+  rule_set_id?: string;
+  prompt_template_id?: string;
   scan_config: {
     include_tests?: boolean;
     include_docs?: boolean;