feat(aia): Complete AIA V2.0 with universal streaming capabilities

Major Changes:
- Add StreamingService with OpenAI Compatible format
- Upgrade Chat component V2 with Ant Design X integration
- Implement AIA module with 12 intelligent agents
- Update API routes to unified /api/v1 prefix
- Update system documentation

Backend (~1300 lines):
- common/streaming: OpenAI Compatible adapter
- modules/aia: 12 agents, conversation service, streaming integration
- Update route versions (RVW, PKB to v1)

Frontend (~3500 lines):
- modules/aia: AgentHub + ChatWorkspace (100% prototype restoration)
- shared/Chat: AIStreamChat, ThinkingBlock, useAIStream Hook
- Update API endpoints to v1

Documentation:
- AIA module status guide
- Universal capabilities catalog
- System overview updates
- All module documentation sync

Tested: Stream response verified, authentication working
Status: AIA V2.0 core completed (85%)

docs/03-业务模块/ADMIN-运营管理端/02-技术设计/03-Prompt管理系统快速参考.md

@@ -1,27 +1,27 @@
-# **Prompt管理系统快速参考**
+# **Prompt蝞∠<EFBFBD>蝟餌<EFBFBD>敹恍<EFBFBD>笔<EFBFBD><EFBFBD>?*
 
-> **版本：** v1.0  
-> **优先级：** P0（核心通用能力）  
-> **状态：** 待开发
+> **<EFBFBD><EFBFBD>𧋦嚗?* v1.0  
+> **隡睃<EFBFBD>蝥改<EFBFBD>** P0嚗<30>瓲敹<E793B2><E695B9>𡁶鍂<F0A181B6>賢<EFBFBD>嚗? 
+> **<EFBFBD>嗆<EFBFBD><EFBFBD><EFBFBD>** 敺<><E695BA><EFBFBD>?
 
 ---
 
 ## <20><> <20>詨<EFBFBD>璁<EFBFBD>艙
 
-### 什么是Prompt管理系统？
+### 隞<EFBFBD>銋<EFBFBD>糓Prompt蝞∠<EFBFBD>蝟餌<EFBFBD>嚗?
 
-一个允许**专业人员在生产环境安全调试AI Prompt**的灰度预览系统。
+銝<EFBFBD>銝芸<EFBFBD>霈?*銝㮖<E98A9D>鈭箏<E988AD><E7AE8F>函<EFBFBD>鈭抒㴓憓<E3B493><E68693><EFBFBD>刻<EFBFBD>霂𧭈I Prompt**<2A><><EFBFBD>摨阡<E691A8>閫<EFBFBD>頂蝏麄<E89D8F>?
 
-### 为什么需要它？
+### 銝箔<EFBFBD>銋<EFBFBD><EFBFBD>閬<EFBFBD><EFBFBD>嚗?
 
-- ❌ **痛点1：** 测试环境无法模拟真实医学数据（20篇文献、真实病历）
-- ❌ **痛点2：** 每次调整Prompt需要改代码→部署→等待（5分钟）
-- ❌ **痛点3：** 临床专家无法参与调试（他们不会写代码）
-- ✅ **解决：** 生产环境灰度预览 + 调试者角色 + DRAFT/ACTIVE版本隔离
+- <EFBFBD>?**<2A>𤤿<EFBFBD>1嚗?* 瘚贝<E7989A><E8B49D>臬<EFBFBD><E887AC>䭾<EFBFBD>璅⊥<E79285><E28AA5>笔<EFBFBD><E7AC94>餃郎<E9A483>唳旿嚗?0蝭<30><E89DAD><EFBFBD>柴<EFBFBD><E69FB4><EFBFBD>摰䂿<E691B0><E482BF><EFBFBD><EFBFBD>
+- <EFBFBD>?**<2A>𤤿<EFBFBD>2嚗?* 瘥𤩺活靚<E6B4BB>㟲Prompt<70><74>閬<EFBFBD>㺿隞<E3BABF><E99A9E><EFBFBD>㘾<EFBFBD>蝵聆<E89DB5>蝑匧<E89D91>嚗?<3F><><EFBFBD>嚗?
+- <EFBFBD>?**<2A>𤤿<EFBFBD>3嚗?* 銝游<E98A9D>銝枏振<E69E8F>䭾<EFBFBD><E4ADBE><EFBFBD><EFBFBD>靚<EFBFBD><E99D9A>嚗<EFBFBD><E59A97>隞砌<E99A9E>隡𡁜<E99AA1>隞<EFBFBD><E99A9E>嚗?
+- <EFBFBD>?**閫<><E996AB>嚗?* <20>煺漣<E785BA>臬<EFBFBD><E887AC>啣漲憸<E6BCB2><E686B8> + 靚<><E99D9A><EFBFBD><EFBFBD><EFBFBD><EFBFBD>?+ DRAFT/ACTIVE<EFBFBD><EFBFBD>𧋦<EFBFBD>𠉛氖
 
 ---
 
-## 🗂️ 数据库Schema
+## <EFBFBD><EFBFBD>儭?<3F>唳旿摨廍chema
 
 ### 雿滨蔭嚗䫤capability_schema`
 
@@ -31,7 +31,7 @@
 model PromptTemplate {
   id          Int       @id @default(autoincrement())
   code        String    @unique                       // 'ASL_SCREENING_TitleAbstract'
-  name        String                                  // "ASL标题摘要筛选"
+  name        String                                  // "ASL<EFBFBD><EFBFBD><EFBFBD><EFBFBD>䁅<EFBFBD>蝑偦<EFBFBD>?
   module      String                                  // ASL, DC, IIT, AIA, PKB, RVW
   description String?
   variables   Json?                                   // ["title", "abstract"]
@@ -48,11 +48,11 @@ model PromptTemplate {
 model PromptVersion {
   id          Int            @id @default(autoincrement())
   templateId  Int            @map("template_id")
-  version     Int                                     // 版本号
+  version     Int                                     // <EFBFBD><EFBFBD>𧋦<EFBFBD>?
   content     String         @db.Text                 // Prompt<70><74>捆
   modelConfig Json?                                   // {"temperature": 0.1}
   status      PromptStatus   @default(DRAFT)
-  changelog   String?                                 // "增加了排除标准"
+  changelog   String?                                 // "憓𧼮<EFBFBD>鈭<EFBFBD><EFBFBD><EFBFBD>斗<EFBFBD><EFBFBD>?
   createdBy   String?        @map("created_by")      // UserID嚗<44>恣霈∴<E99C88>
   
   template    PromptTemplate @relation(fields: [templateId], references: [id])
@@ -66,7 +66,7 @@ model PromptVersion {
 }
 
 enum PromptStatus {
-  DRAFT       // 草稿（仅Debug模式可见）
+  DRAFT       // <EFBFBD>厩阮嚗<EFBFBD><EFBFBD>Debug璅∪<EFBFBD><EFBFBD>航<EFBFBD>嚗?
   ACTIVE      // <20>煺漣<E785BA><E6BCA3>𧋦
   ARCHIVED    // 敶埝﹝
   
@@ -76,15 +76,15 @@ enum PromptStatus {
 
 ---
 
-## 🔐 权限与角色
+## <EFBFBD><EFBFBD> <20><><EFBFBD>銝舘<E98A9D><E88898>?
 
 ### <20>啣<EFBFBD><E595A3><EFBFBD><EFBFBD>
 
 | <20><><EFBFBD> Code | <20>讛膩 | <20><>鍂閫坿𠧧 |
 |-----------|------|---------|
-| `prompt:view` | 查看Prompt列表和历史 | SUPER_ADMIN, PROMPT_ENGINEER |
+| `prompt:view` | <EFBFBD>亦<EFBFBD>Prompt<EFBFBD>𡑒”<EFBFBD><EFBFBD><EFBFBD><EFBFBD>?| SUPER_ADMIN, PROMPT_ENGINEER |
 | `prompt:edit` | <20>𥕦遣/靽格㺿DRAFT<46><54>𧋦 | SUPER_ADMIN, PROMPT_ENGINEER |
-| `prompt:debug` | ⭐ **开启调试模式** | SUPER_ADMIN, PROMPT_ENGINEER |
+| `prompt:debug` | 潃?**撘<><E69298>航<EFBFBD>霂閙芋撘?* | SUPER_ADMIN, PROMPT_ENGINEER |
 | `prompt:publish` | <20>穃<EFBFBD>DRAFT<46>𡒶CTIVE | SUPER_ADMIN, PROMPT_ENGINEER |
 
 ### <20>啣<EFBFBD>閫坿𠧧
@@ -103,15 +103,15 @@ enum UserRole {
 
 ## <20><> <20>詨<EFBFBD>API
 
-### 管理端接口
+### 蝞∠<EFBFBD>蝡舀𦻖<EFBFBD>?
 
 | <20>寞<EFBFBD> | 頝臬<E9A09D> | <20><><EFBFBD> | <20>讛膩 |
 |------|------|------|------|
-| GET | `/api/admin/prompts` | prompt:view | 获取所有模板 |
+| GET | `/api/admin/prompts` | prompt:view | <EFBFBD>瑕<EFBFBD><EFBFBD><EFBFBD><EFBFBD>㗇芋<EFBFBD>?|
 | GET | `/api/admin/prompts/:id` | prompt:view | <20>瑕<EFBFBD>霂行<E99C82>+<2B><>蟮<EFBFBD><E89FAE>𧋦 |
 | POST | `/api/admin/prompts/draft` | prompt:edit | 靽嘥<E99DBD><E598A5>厩阮 |
 | POST | `/api/admin/prompts/publish` | prompt:publish | <20>穃<EFBFBD> |
-| POST | `/api/admin/prompts/debug` | prompt:debug | **开关调试模式** |
+| POST | `/api/admin/prompts/debug` | prompt:debug | **撘<EFBFBD><EFBFBD>唾<EFBFBD>霂閙芋撘?* |
 
 ### 銝𡁜𦛚璅∪<E79285><E288AA><EFBFBD><EFBFBD>
 
@@ -126,7 +126,7 @@ export class ScreeningService {
     const prompt = await promptService.get(
       'ASL_SCREENING_TitleAbstract',
       { title: paper.title, abstract: paper.abstract },
-      userId   // ⭐ 必须传入userId
+      userId   // 潃?敹<>◆隡惩<E99AA1>userId
     );
 
     return await llmGateway.chat(prompt);
@@ -138,7 +138,7 @@ export class ScreeningService {
 
 ## <20>綫 <20>滨垢蝏<E59EA2>辣
 
-### 全局调试开关
+### <EFBFBD>典<EFBFBD>靚<EFBFBD><EFBFBD>撘<EFBFBD><EFBFBD>?
 
 ```tsx
 // frontend-v2/src/modules/admin/components/PromptDebugSwitch.tsx
@@ -175,18 +175,18 @@ export const PromptDebugSwitch = () => {
 
 ## <20><> 瘨匧<E798A8>璅∪<E79285>
 
-| 模块 | 核心场景 | 复杂度 | 优先级 |
+| 璅∪<EFBFBD> | <20>詨<EFBFBD><E8A9A8>箸艶 | 憭齿<E686AD>摨?| 隡睃<E99AA1>蝥?|
 |------|---------|-------|--------|
-| **ASL** | 标题摘要初筛、全文复筛、证据合成 | ⭐⭐⭐⭐⭐ | P0 |
-| **DC** | Tool B提取、Tool C清洗、冲突检测 | ⭐⭐⭐⭐⭐ | P0 |
-| **IIT** | 质控检查、意图识别 | ⭐⭐⭐⭐⭐ | P1 |
+| **ASL** | <EFBFBD><EFBFBD><EFBFBD><EFBFBD>䁅<EFBFBD><EFBFBD>萘<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>蝑䜘<EFBFBD><EFBFBD><EFBFBD><EFBFBD>桀<EFBFBD><EFBFBD>?| 潃鐥<E6BD83>潃鐥<E6BD83>潃?| P0 |
+| **DC** | Tool B<EFBFBD>𣂼<EFBFBD><EFBFBD><EFBFBD>ool C皜<43><E79A9C><EFBFBD><EFBFBD><EFBFBD>蝒<EFBFBD><E89D92>瘚?| 潃鐥<E6BD83>潃鐥<E6BD83>潃?| P0 |
+| **IIT** | 韐冽綉璉<EFBFBD><EFBFBD>乓<EFBFBD><EFBFBD><EFBFBD><EFBFBD>曇<EFBFBD><EFBFBD>?| 潃鐥<E6BD83>潃鐥<E6BD83>潃?| P1 |
 | **PKB** | RAG<41>桃<EFBFBD><E6A183><EFBFBD>鸌憭<E9B88C><E686AD><EFBFBD><EFBFBD>粉 | 潃鐥<E6BD83>潃鐥<E6BD83> | P1 |
-| **AIA** | 10+智能体、意图识别 | ⭐⭐⭐ | P2 |
-| **RVW** | 规范性检查 | ⭐⭐⭐ | P2 |
+| **AIA** | 10+<EFBFBD>箄<EFBFBD>雿瓐<EFBFBD><EFBFBD><EFBFBD><EFBFBD>曇<EFBFBD><EFBFBD>?| 潃鐥<E6BD83>潃?| P2 |
+| **RVW** | 閫<EFBFBD><EFBFBD><EFBFBD>扳<EFBFBD><EFBFBD>?| 潃鐥<E6BD83>潃?| P2 |
 
 ---
 
-## ⚙️ 核心逻辑（PromptService）
+## <EFBFBD>辷<EFBFBD> <20>詨<EFBFBD><E8A9A8>餉<EFBFBD>嚗㇊romptService嚗?
 
 ```typescript
 // backend/src/common/capabilities/prompt/prompt.service.ts
@@ -214,7 +214,7 @@ export class PromptService {
       }
     }
     
-    // 2. 普通用户获取ACTIVE版本（带缓存）
+    // 2. <EFBFBD>桅<EFBFBD>𡁶鍂<EFBFBD>瑁繮<EFBFBD>䨝CTIVE<EFBFBD><EFBFBD>𧋦嚗<EFBFBD>蒂蝻枏<EFBFBD>嚗?
     let active = this.activeCache.get(code);
     if (!active) {
       const version = await prisma.promptVersion.findFirst({
@@ -231,7 +231,7 @@ export class PromptService {
     return this.render(active, variables);
   }
   
-  // Postgres LISTEN/NOTIFY 热更新
+  // Postgres LISTEN/NOTIFY <EFBFBD>剜凒<EFBFBD>?
   async initHotReload() {
     const client = await pool.connect();
     await client.query('LISTEN prompt_update');
@@ -245,19 +245,19 @@ export class PromptService {
 
 ---
 
-## 📅 开发计划
+## <EFBFBD><EFBFBD> 撘<><E69298>𤏸恣<F0A48FB8>?
 
-### Phase 0: 基础设施（2天）
+### Phase 0: <EFBFBD>箇<EFBFBD>霈暹鴌嚗?憭抬<E686AD>
 
-- [ ] 创建数据库表（`prompt_templates`, `prompt_versions`）
+- [ ] <EFBFBD>𥕦遣<EFBFBD>唳旿摨栞”嚗Ǒprompt_templates`, `prompt_versions`嚗?
 - [ ] 瘛餃<E7989B>`prompt:*`<EFBFBD><EFBFBD><EFBFBD><EFBFBD>躬platform_schema.permissions`
 - [ ] <20>𥕦遣`PROMPT_ENGINEER`閫坿𠧧
 - [ ] 摰䂿緵`PromptService`<EFBFBD>詨<EFBFBD><EFBFBD>餉<EFBFBD>
 
-### Phase 1: 运营端MVP（3天）
+### Phase 1: 餈鞱𨯫蝡烘VP嚗?憭抬<E686AD>
 
 - [ ] <20>滨垢蝞∠<E89D9E><E288A0>屸𢒰嚗<F0A292B0><E59A97>銵具<E98AB5><E585B7><EFBFBD>颲穃膥<E7A983><E886A5><EFBFBD><EFBFBD>砍<EFBFBD><E7A08D>莎<EFBFBD>
-- [ ] 全局调试开关组件
+- [ ] <EFBFBD>典<EFBFBD>靚<EFBFBD><EFBFBD>撘<EFBFBD><EFBFBD>喟<EFBFBD>隞?
 - [ ] <20>厩阮靽嘥<E99DBD>/<2F>穃<EFBFBD><E7A983>蠘<EFBFBD>
 
 ### Phase 2: 銝𡁜𦛚璅∪<E79285><E288AA>亙<EFBFBD>嚗<EFBFBD><E59A97>銝𡁜𦛚撘<F0A69B9A><E69298>𡢅<EFBFBD>
@@ -268,48 +268,48 @@ export class PromptService {
 
 ---
 
-## 🔒 安全与风控
+## <EFBFBD><EFBFBD> 摰匧<E691B0>銝𡡞<E98A9D><F0A1A19E>?
 
 ### <20><><EFBFBD><EFBFBD>𠉛氖
 
-- ✅ 严格检查`prompt:debug`权限
-- ✅ 调试模式状态存储在内存（登出自动失效）
+- <EFBFBD>?銝交聢璉<E881A2><E79289>匝prompt:debug`<EFBFBD><EFBFBD><EFBFBD>
+- <EFBFBD>?靚<><E99D9A>璅∪<E79285><E288AA>嗆<EFBFBD><E59786><EFBFBD><EFBFBD>典銁<E585B8><E98A81><EFBFBD>嚗<EFBFBD>蒈<EFBFBD>箄䌊<E7AE84>典仃<E585B8><E4BB83><EFBFBD>
 
 ### 摰∟恣<E2889F>亙<EFBFBD>
 
-- ✅ `PromptVersion.createdBy`记录修改人
-- ✅ `AdminOperationLog`记录发布行为（module='prompt'）
+- <EFBFBD>?`PromptVersion.createdBy`霈啣<EFBFBD>靽格㺿鈭?
+- <EFBFBD>?`AdminOperationLog`霈啣<EFBFBD><EFBFBD>穃<EFBFBD>銵䔶蛹嚗éodule='prompt'嚗?
 
 ### <20>𨅯<EFBFBD><F0A885AF>箏<EFBFBD>
 
-- ✅ 代码中保留Hardcoded Prompt作为系统级兜底
-- ✅ 数据库查询失败时返回默认版本
+- <EFBFBD>?隞<><E99A9E>銝凋<E98A9D><E5878B>䆲ardcoded Prompt雿靝蛹蝟餌<EFBFBD>蝥批<EFBFBD>摨?
+- <EFBFBD>?<3F>唳旿摨𤘪䰻霂Ｗ仃韐交𧒄餈𥪜<E9A488>暺䁅恕<E48185><E68195>𧋦
 
 ---
 
-## 🎯 典型工作流
+## <EFBFBD>㴓 <20>詨<EFBFBD>撌乩<E6928C>瘚?
 
-1. **场景：** 临床专家Dr. Wang觉得ASL文献筛选准确率不够
+1. **<EFBFBD>箸艶嚗?* 銝游<E98A9D>銝枏振Dr. Wang閫匧<E996AB>ASL<53><4C>讃蝑偦<E89D91>匧<EFBFBD>蝖桃<E89D96>銝滚<E98A9D>
 
-2. **修改：** Dr. Wang登录运营管理端，修改`ASL_SCREENING`的Prompt，增加排除标准，保存草稿
+2. **靽格㺿嚗?* Dr. Wang<EFBFBD>餃<EFBFBD>餈鞱𨯫蝞∠<EFBFBD>蝡荔<EFBFBD>靽格㺿`ASL_SCREENING`<EFBFBD><EFBFBD>rompt嚗<EFBFBD><EFBFBD><EFBFBD>䭾<EFBFBD><EFBFBD>斗<EFBFBD><EFBFBD><EFBFBD><EFBFBD>靽嘥<EFBFBD><EFBFBD>厩阮
 
-3. **调试：** Dr. Wang点击顶部的"开启调试模式"
+3. **靚<EFBFBD><EFBFBD>嚗?* Dr. Wang<EFBFBD>孵稬憿園<EFBFBD><EFBFBD>?撘<><E69298>航<EFBFBD>霂閙芋撘?
 
-4. **验证：** Dr. Wang切换到ASL业务页面，上传几篇之前筛错的文献  
-   *→ 系统后端检测到Dr. Wang在Debug列表中，加载DRAFT版Prompt*
+4. **撉諹<EFBFBD>嚗?* Dr. Wang<EFBFBD><EFBFBD>揢<EFBFBD>蚊SL銝𡁜𦛚憿菟𢒰嚗䔶<EFBFBD>隡惩<EFBFBD>蝭<EFBFBD><EFBFBD><EFBFBD>滨<EFBFBD><EFBFBD>嗵<EFBFBD><EFBFBD><EFBFBD>讃  
+   *<EFBFBD>?蝟餌<E89D9F><E9A48C>𡒊垢璉<E59EA2>瘚见<E7989A>Dr. Wang<EFBFBD>求ebug<EFBFBD>𡑒”銝哨<EFBFBD><EFBFBD>㰘蝸DRAFT<EFBFBD>㇊rompt*
 
-5. **确认：** 发现结果正确了
+5. **蝖株恕嚗?* <20>𤑳緵蝏𤘪<E89D8F>甇<EFBFBD>＆鈭?
 
-6. **发布：** Dr. Wang回到管理页，点击"发布"
+6. **<EFBFBD>穃<EFBFBD>嚗?* Dr. Wang<6E>𧼮<EFBFBD>蝞∠<E89D9E>憿蛛<E686BF><E89B9B>孵稬"<22>穃<EFBFBD>"
 
-7. **结束：** Dr. Wang关闭调试模式
+7. **蝏𤘪<EFBFBD>嚗?* Dr. Wang<EFBFBD>喲𡡒靚<EFBFBD><EFBFBD>璅∪<EFBFBD>
 
 ---
 
 ## <20><> <20>詨<EFBFBD><E8A9A8><EFBFBD>﹝
 
-- `02-通用能力层_07-运营与机构管理端PRD_v2.1.md` - 总体需求
-- `02-通用能力层_03-Prompt管理系统与灰度预览设计方案.md` - 详细设计
+- `02-<EFBFBD>𡁶鍂<EFBFBD>賢<EFBFBD>撅<EFBFBD>07-餈鞱𨯫銝擧㦤<E693A7><E3A6A4>恣<EFBFBD><E681A3>垢PRD_v2.1.md` - <EFBFBD>颱<EFBFBD><EFBFBD><EFBFBD>瘙?
+- `02-<EFBFBD>𡁶鍂<EFBFBD>賢<EFBFBD>撅<EFBFBD>03-Prompt蝞∠<EFBFBD>蝟餌<EFBFBD>銝𡒊<EFBFBD>摨阡<EFBFBD>閫<EFBFBD>挽霈⊥䲮獢?md` - 霂衣<EFBFBD>霈曇恣
 - `00-<2D><><EFBFBD>銝舘<E98A9D><E88898>脖<EFBFBD>蝟餅４<E9A485><EFBC94>𥁒<EFBFBD>𠽤v1.0.md` - <20>嗆<EFBFBD>璇喟<E79287>
 
 ---