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/04-开发规范/01-数据库设计规范.md

@@ -1,45 +1,45 @@
-# 数据库设计规范
+# <EFBFBD>唳旿摨栞挽霈∟<EFBFBD><EFBFBD>?
 
-> **版本：** v2.0  
+> **<EFBFBD><EFBFBD>𧋦嚗?* v2.0  
 > **<2A><><EFBFBD>擧凒<E693A7>堆<EFBFBD>** 2025-11-06  
 > **<2A>唳旿摨橒<E691A8>** PostgreSQL 15+  
-> **ORM：** Prisma  
-> **适用范围：** 平台层 + 能力层 + 业务模块层
+> **ORM嚗?* Prisma  
+> **<EFBFBD><EFBFBD>鍂<EFBFBD><EFBFBD>凒嚗?* 撟喳蝱撅?+ <20>賢<EFBFBD>撅?+ 銝𡁜𦛚璅∪<E79285>撅?
 
 ---
 
 ## <20><> <20>詨<EFBFBD><E8A9A8>笔<EFBFBD>
 
-本规范是所有模块数据库设计的基础规范，必须严格遵守。
+<EFBFBD>祈<EFBFBD><EFBFBD><EFBFBD>糓<EFBFBD><EFBFBD><EFBFBD>㗇芋<EFBFBD>埈㺭<EFBFBD>桀<EFBFBD>霈曇恣<EFBFBD><EFBFBD>抅蝖<EFBFBD>閫<EFBFBD><EFBFBD>嚗<EFBFBD><EFBFBD>憿颱艇<EFBFBD>潮<EFBFBD>摰<EFBFBD><EFBFBD>?
 
-**设计原则：**
-- ✅ 遵循第三范式（3NF）
-- ✅ 使用SERIAL作为主键（整数自增，性能更好）
-- ✅ 所有表包含created_at和updated_at时间戳
-- ✅ 重要表使用软删除（保留deleted_at字段）
-- ✅ 外键约束使用ON DELETE CASCADE
-- ✅ 敏感字段加密存储（密码使用bcrypt）
+**霈曇恣<EFBFBD>笔<EFBFBD>嚗?*
+- <EFBFBD>?<3F>萄儐蝚砌<E89D9A><E7A08C><EFBFBD><EFBFBD>嚗?NF嚗?
+- <EFBFBD>?雿輻鍂SERIAL雿靝蛹銝駁睸嚗<EFBFBD>㟲<EFBFBD>啗䌊憓痹<EFBFBD><EFBFBD>扯<EFBFBD><EFBFBD>游末嚗?
+- <EFBFBD>?<3F><><EFBFBD>㕑”<E39591><E2809D>鉄created_at<EFBFBD>吴pdated_at<EFBFBD>園𡢿<EFBFBD>?
+- <EFBFBD>?<3F>滩<EFBFBD>銵其蝙<E585B6>刻蔓<E588BB>𣳇膄嚗<E88684><E59A97><EFBFBD>羮eleted_at摮埈挾嚗?
+- <EFBFBD>?憭㚚睸蝥行<E89DA5>雿輻鍂ON DELETE CASCADE
+- <EFBFBD>?<3F>𤩺<EFBFBD>摮埈挾<E59F88>惩<EFBFBD>摮睃<E691AE>嚗<EFBFBD><E59A97><EFBFBD><EFBFBD>蝙<EFBFBD>灸crypt嚗?
 
 ---
 
-## 🏗️ Schema隔离策略 ⭐ 最重要
+## <EFBFBD><EFBFBD>儭?Schema<EFBFBD>𠉛氖蝑𣇉裦 潃?<3F><><EFBFBD>滩<EFBFBD>
 
 ### 銝箔<E98A9D>銋<EFBFBD><E98A8B>閬<EFBFBD>chema<6D>𠉛氖
 
-**核心原因：**
-1. ✅ **模块独立性**：每个业务模块有独立的Schema
-2. ✅ **支持独立部署**：可以单独导出某个模块的数据
-3. ✅ **支持独立销售**：可以单独交付某个模块
-4. ✅ **权限隔离**：可以为不同Schema设置不同权限
-5. ✅ **避免命名冲突**：不同模块可以有相同的表名
+**<EFBFBD>詨<EFBFBD><EFBFBD>笔<EFBFBD>嚗?*
+1. <EFBFBD>?**璅∪<E79285><E288AA>祉<EFBFBD><E7A589>?*嚗𡁏<E59A97>銝芯<E98A9D><E88AAF>⊥芋<E28AA5>埈<EFBFBD><E59F88>祉<EFBFBD><E7A589><EFBFBD>chema
+2. <EFBFBD>?**<2A>舀<EFBFBD><E88880>祉<EFBFBD><E7A589>函蔡**嚗𡁜虾隞亙<E99A9E><E4BA99>砍紡<E7A08D>箸<EFBFBD>銝芣芋<E88AA3>㛖<EFBFBD><E39B96>唳旿
+3. <EFBFBD>?**<2A>舀<EFBFBD><E88880>祉<EFBFBD><E7A589><EFBFBD><EFBFBD>?*嚗𡁜虾隞亙<E99A9E><E4BA99>砌漱隞䀹<E99A9E>銝芣芋<E88AA3>?
+4. <EFBFBD>?**<2A><><EFBFBD><EFBFBD>𠉛氖**嚗𡁜虾隞乩蛹銝滚<E98A9D>Schema霈曄蔭銝滚<E98A9D><E6BB9A><EFBFBD><EFBFBD>
+5. <EFBFBD>?**<2A>踹<EFBFBD><E8B8B9>賢<EFBFBD><E8B3A2>脩<EFBFBD>**嚗帋<E59A97><E5B88B>峕芋<E5B395>堒虾隞交<E99A9E><E4BAA4>詨<EFBFBD><E8A9A8><EFBFBD>”<EFBFBD>?
 
 ### Schema<6D>賢<EFBFBD>閫<EFBFBD><E996AB>
 
 ```
-platform_schema       # 平台基础层（全局共享）
+platform_schema       # 撟喳蝱<EFBFBD>箇<EFBFBD>撅<EFBFBD><EFBFBD><EFBFBD>典<EFBFBD><EFBFBD>曹澈嚗?
 aia_schema           # AI<41>箄<EFBFBD><E7AE84>桃<EFBFBD>
 asl_schema           # AI<41>箄<EFBFBD><E7AE84><EFBFBD>讃
-pkb_schema           # 个人知识库
+pkb_schema           # 銝芯犖<EFBFBD>亥<EFBFBD>摨?
 dc_schema            # <20>唳旿皜<E697BF><E79A9C><EFBFBD>渡<EFBFBD>
 ssa_schema           # <20>箄<EFBFBD>蝏蠘恣<E8A098><E681A3><EFBFBD>
 st_schema            # 蝏蠘恣<E8A098><E681A3><EFBFBD>撌亙<E6928C>
@@ -56,18 +56,18 @@ CREATE SCHEMA IF NOT EXISTS aia_schema;
 -- ...<2E>嗡<EFBFBD>Schema
 ```
 
-### 跨Schema依赖规则 ⭐ 必须遵守
+### 頝沒chema靘肽<EFBFBD>閫<EFBFBD><EFBFBD> 潃?敹<>◆<EFBFBD>萄<EFBFBD>
 
 **<EFBFBD><EFBFBD>捂<EFBFBD><EFBFBD><EFBFBD>韏吔<EFBFBD>**
 ```sql
--- ✅ 允许：业务模块引用platform_schema
+-- <EFBFBD>?<3F><>捂嚗帋<E59A97><E5B88B>⊥芋<E28AA5>堒<EFBFBD><E5A092>私latform_schema
 CREATE TABLE asl_schema.literature_projects (
   id SERIAL PRIMARY KEY,
   user_id INTEGER REFERENCES platform_schema.users(id) ON DELETE CASCADE,
   ...
 );
 
--- ✅ 允许：通用能力引用platform_schema
+-- <EFBFBD>?<3F><>捂嚗𡁻<E59A97>𡁶鍂<F0A181B6>賢<EFBFBD>撘閧鍂platform_schema
 CREATE TABLE platform_schema.llm_usage (
   id SERIAL PRIMARY KEY,
   user_id INTEGER REFERENCES platform_schema.users(id) ON DELETE CASCADE,
@@ -77,14 +77,14 @@ CREATE TABLE platform_schema.llm_usage (
 
 **蝳<>迫<EFBFBD><E8BFAB><EFBFBD>韏吔<E99F8F>**
 ```sql
--- ❌ 禁止：业务模块之间互相引用
+-- <EFBFBD>?蝳<>迫嚗帋<E59A97><E5B88B>⊥芋<E28AA5>𦯀<EFBFBD><F0A6AF80>港<EFBFBD><E6B8AF>詨<EFBFBD><E8A9A8>?
 CREATE TABLE ssa_schema.analysis_projects (
   id SERIAL PRIMARY KEY,
-  -- 错误！不能引用其他业务模块
+  -- <EFBFBD>躰秤嚗<EFBFBD><EFBFBD><EFBFBD>賢<EFBFBD><EFBFBD>典<EFBFBD>隞碶<EFBFBD><EFBFBD>⊥芋<EFBFBD>?
   literature_project_id INTEGER REFERENCES asl_schema.literature_projects(id)
 );
 
--- ❌ 禁止：platform_schema反向依赖业务模块
+-- <EFBFBD>?蝳<>迫嚗䮝latform_schema<EFBFBD>滚<EFBFBD>靘肽<EFBFBD>銝𡁜𦛚璅∪<EFBFBD>
 CREATE TABLE platform_schema.users (
   id SERIAL PRIMARY KEY,
   -- <20>躰秤嚗<E7A7A4>latform_schema銝滩<E98A9D>靘肽<E99D98>銝𡁜𦛚璅∪<E79285>
@@ -92,104 +92,104 @@ CREATE TABLE platform_schema.users (
 );
 ```
 
-**正确做法：**
+**甇<EFBFBD>＆<EFBFBD>𡁏<EFBFBD>嚗?*
 ```
-跨模块数据关联在应用层处理，不在数据库层！
+頝冽芋<EFBFBD>埈㺭<EFBFBD>桀<EFBFBD><EFBFBD>𥪜銁摨𠉛鍂撅<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>銝滚銁<EFBFBD>唳旿摨枏<EFBFBD>嚗?
 
 <EFBFBD>孵<EFBFBD>1嚗𡁻<EFBFBD>朞<EFBFBD>user_id<EFBFBD>唾<EFBFBD>
 - 銝支葵璅∪<E79285><E288AA>賢<EFBFBD><E8B3A2>私latform_schema.users
-- 在应用层通过user_id查询两个模块的数据
+- <EFBFBD>典<EFBFBD><EFBFBD>典<EFBFBD><EFBFBD>朞<EFBFBD>user_id<EFBFBD>亥砭銝支葵璅∪<EFBFBD><EFBFBD><EFBFBD>㺭<EFBFBD>?
 - <20>典<EFBFBD><E585B8>典<EFBFBD>蝏<EFBFBD><E89D8F><EFBFBD>唳旿
 
-方式2：存储业务ID字符串
-- 在表中存储其他模块的业务ID（VARCHAR）
-- 不建立外键关系
-- 在应用层验证ID的有效性
+<EFBFBD>孵<EFBFBD>2嚗𡁜<EFBFBD><EFBFBD>其<EFBFBD><EFBFBD>！D摮㛖泵銝?
+- <EFBFBD>刻”銝剖<EFBFBD><EFBFBD>典<EFBFBD>隞𡝗芋<EFBFBD>㛖<EFBFBD>銝𡁜𦛚ID嚗ĀARCHAR嚗?
+- 銝滚遣蝡见<EFBFBD><EFBFBD>桀<EFBFBD>蝟?
+- <EFBFBD>典<EFBFBD><EFBFBD>典<EFBFBD>撉諹<EFBFBD>ID<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>?
 ```
 
 ---
 
 ## <20><> <20>賢<EFBFBD>閫<EFBFBD><E996AB>
 
-### 表命名
+### 銵典𦶢<EFBFBD>?
 
-**规则：**
+**閫<EFBFBD><EFBFBD>嚗?*
 - 撠誩<E692A0>摮埈<E691AE>
-- 下划线分隔
+- 銝见<EFBFBD>蝥踹<EFBFBD><EFBFBD>?
 - 憭齿㺭敶Ｗ<E695B6>
-- Schema前缀（查询时使用）
+- Schema<EFBFBD>滨<EFBFBD>嚗<EFBFBD>䰻霂Ｘ𧒄雿輻鍂嚗?
 
-**示例：**
+**蝷箔<EFBFBD>嚗?*
 ```sql
--- ✅ 正确
+-- <EFBFBD>?甇<>＆
 CREATE TABLE asl_schema.literature_projects (...);
 CREATE TABLE platform_schema.users (...);
 CREATE TABLE pkb_schema.knowledge_bases (...);
 
--- ❌ 错误
+-- <EFBFBD>?<3F>躰秤
 CREATE TABLE ASLSchema.LiteratureProject (...);  -- 撽澆陸
 CREATE TABLE asl_schema.project (...);           -- <20>閙㺭
-CREATE TABLE literature-projects (...);          -- 使用连字符
+CREATE TABLE literature-projects (...);          -- 雿輻鍂餈𧼮<EFBFBD>蝚?
 ```
 
 ### 摮埈挾<E59F88>賢<EFBFBD>
 
-**规则：**
+**閫<EFBFBD><EFBFBD>嚗?*
 - 撠誩<E692A0>摮埈<E691AE>
-- 下划线分隔
+- 銝见<EFBFBD>蝥踹<EFBFBD><EFBFBD>?
 - 霂凋<E99C82>皜<EFBFBD>苊
 
-**示例：**
+**蝷箔<EFBFBD>嚗?*
 ```sql
--- ✅ 正确
+-- <EFBFBD>?甇<>＆
 user_id
 created_at
 project_name
 is_active
 
--- ❌ 错误
+-- <EFBFBD>?<3F>躰秤
 userId        -- 撽澆陸
-createdat     -- 没有下划线
-prjName       -- 缩写不清晰
+createdat     -- 瘝⊥<EFBFBD>銝见<EFBFBD>蝥?
+prjName       -- 蝻拙<EFBFBD>銝齿<EFBFBD><EFBFBD>?
 ```
 
 ### 蝝Ｗ<E89D9D><EFBCB7>賢<EFBFBD>
 
-**规则：** `idx_表名_字段名`
+**閫<EFBFBD><EFBFBD>嚗?* `idx_銵典<E98AB5>_摮埈挾<E59F88>崾
 
-**示例：**
+**蝷箔<EFBFBD>嚗?*
 ```sql
--- ✅ 正确
+-- <20>?甇<>＆
 CREATE INDEX idx_users_email ON platform_schema.users(email);
 CREATE INDEX idx_projects_user_id ON asl_schema.literature_projects(user_id);
 CREATE INDEX idx_projects_user_status ON asl_schema.literature_projects(user_id, status);
 
--- ❌ 错误
+-- <20>?<3F>躰秤
 CREATE INDEX user_email_idx ...        -- 憿箏<E686BF><E7AE8F>躰秤
-CREATE INDEX index_on_email ...        -- 名称不清晰
+CREATE INDEX index_on_email ...        -- <EFBFBD>滨妍銝齿<EFBFBD><EFBFBD>?
 ```
 
 ### 憭㚚睸<E39A9A>賢<EFBFBD>
 
-**规则：** `fk_表名_关联表名`
+**閫<EFBFBD><EFBFBD>嚗?* `fk_銵典<EFBFBD>_<EFBFBD>唾<EFBFBD>銵典<EFBFBD>`
 
-**示例：**
+**蝷箔<EFBFBD>嚗?*
 ```sql
--- ✅ 正确
+-- <20>?甇<>＆
 CONSTRAINT fk_projects_users 
   FOREIGN KEY (user_id) REFERENCES platform_schema.users(id);
 
 CONSTRAINT fk_items_projects
   FOREIGN KEY (project_id) REFERENCES asl_schema.literature_projects(id);
 
--- ❌ 错误
-CONSTRAINT user_fk ...                -- 名称不清晰
+-- <20>?<3F>躰秤
+CONSTRAINT user_fk ...                -- <EFBFBD>滨妍銝齿<EFBFBD><EFBFBD>?
 CONSTRAINT foreign_key_users ...      -- 憭芷鵭
 ```
 
 ---
 
-## 📊 通用字段 ⭐ 必须包含
+## <EFBFBD><EFBFBD> <20>𡁶鍂摮埈挾 潃?敹<>◆<EFBFBD><E29786>鉄
 
 ### <20><><EFBFBD>㕑”敹<E2809D>◆<EFBFBD><E29786>鉄
 
@@ -201,13 +201,13 @@ CREATE TABLE xxx_schema.table_name (
   -- 銝𡁜𦛚摮埈挾
   ...
   
-  -- 时间戳（必须）
+  -- <EFBFBD>園𡢿<EFBFBD>喉<EFBFBD>敹<EFBFBD>◆嚗?
   created_at TIMESTAMP DEFAULT NOW() NOT NULL,
   updated_at TIMESTAMP DEFAULT NOW() NOT NULL
 );
 ```
 
-### 重要表应包含（软删除）
+### <EFBFBD>滩<EFBFBD>銵典<EFBFBD><EFBFBD><EFBFBD>鉄嚗<EFBFBD>蔓<EFBFBD>𣳇膄嚗?
 
 ```sql
 CREATE TABLE xxx_schema.important_table (
@@ -219,7 +219,7 @@ CREATE TABLE xxx_schema.important_table (
   -- 頧臬<E9A0A7><E887AC>文<EFBFBD>畾蛛<E795BE><E89B9B>舫<EFBFBD>㚁<EFBFBD><E39A81>滩<EFBFBD>銵典遣霈格溶<E6A0BC>𩤃<EFBFBD>
   deleted_at TIMESTAMP,
   
-  -- 时间戳（必须）
+  -- <EFBFBD>園𡢿<EFBFBD>喉<EFBFBD>敹<EFBFBD>◆嚗?
   created_at TIMESTAMP DEFAULT NOW() NOT NULL,
   updated_at TIMESTAMP DEFAULT NOW() NOT NULL
 );
@@ -228,7 +228,7 @@ CREATE TABLE xxx_schema.important_table (
 SELECT * FROM xxx_schema.important_table WHERE deleted_at IS NULL;
 ```
 
-### 用户关联表必须包含
+### <EFBFBD>冽<EFBFBD><EFBFBD>唾<EFBFBD>銵典<EFBFBD>憿餃<EFBFBD><EFBFBD>?
 
 ```sql
 CREATE TABLE xxx_schema.user_related_table (
@@ -240,7 +240,7 @@ CREATE TABLE xxx_schema.user_related_table (
   -- 銝𡁜𦛚摮埈挾
   ...
   
-  -- 时间戳（必须）
+  -- <EFBFBD>園𡢿<EFBFBD>喉<EFBFBD>敹<EFBFBD>◆嚗?
   created_at TIMESTAMP DEFAULT NOW() NOT NULL,
   updated_at TIMESTAMP DEFAULT NOW() NOT NULL
 );
@@ -250,7 +250,7 @@ CREATE TABLE xxx_schema.user_related_table (
 
 ## <20><> 蝝Ｗ<E89D9D>霈曇恣閫<E681A3><E996AB>
 
-### 必须添加索引的字段
+### 敹<EFBFBD>◆瘛餃<EFBFBD>蝝Ｗ<EFBFBD><EFBFBD><EFBFBD><EFBFBD>畾?
 
 **1. 銝駁睸**
 ```sql
@@ -266,7 +266,7 @@ CREATE INDEX idx_projects_user_id ON asl_schema.literature_projects(user_id);
 
 **3. 撣貊鍂<E8B28A>亥砭摮埈挾**
 ```sql
--- status（状态字段，常用于WHERE）
+-- status嚗<EFBFBD>𠶖<EFBFBD><EFBFBD><EFBFBD>畾蛛<EFBFBD>撣貊鍂鈭竝HERE嚗?
 CREATE INDEX idx_projects_status ON asl_schema.literature_projects(status);
 
 -- created_at嚗<74>𧒄<EFBFBD>游<EFBFBD>畾蛛<E795BE>撣貊鍂鈭擧<E988AD>摨𧶏<E691A8>
@@ -281,22 +281,22 @@ CREATE UNIQUE INDEX idx_users_email ON platform_schema.users(email);
 
 ### 憭滚<E686AD>蝝Ｗ<E89D9D>
 
-**规则：**
+**閫<EFBFBD><EFBFBD>嚗?*
 - 擃㗛<E69383>蝏<EFBFBD><E89D8F><EFBFBD>亥砭雿輻鍂憭滚<E686AD>蝝Ｗ<E89D9D>
 - <20><>撣豢䰻霂Ｙ<E99C82>摮埈挾<E59F88>曉銁<E69B89>漤𢒰
-- 复合索引最多3个字段
+- 憭滚<E686AD>蝝Ｗ<E89D9D><EFBCB7><EFBFBD>憭?銝芸<E98A9D>畾?
 
-**示例：**
+**蝷箔<EFBFBD>嚗?*
 ```sql
--- ✅ 正确：user_id + status 组合查询
+-- <20>?甇<>＆嚗鮁ser_id + status 蝏<EFBFBD><EFBFBD><EFBFBD>亥砭
 CREATE INDEX idx_projects_user_status 
   ON asl_schema.literature_projects(user_id, status);
 
--- 可以优化以下查询：
+-- <20>臭誑隡睃<E99AA1>隞乩<E99A9E><E4B9A9>亥砭嚗?
 -- WHERE user_id = ? AND status = ?
--- WHERE user_id = ?  （只用前缀）
+-- WHERE user_id = ?  嚗<EFBFBD>蘨<EFBFBD>典<EFBFBD>蝻<EFBFBD>嚗?
 
--- ❌ 错误：字段过多
+-- <20>?<3F>躰秤嚗𡁜<E59A97>畾菔<E795BE>憭?
 CREATE INDEX idx_projects_complex
   ON asl_schema.literature_projects(user_id, status, created_at, updated_at);
 ```
@@ -307,7 +307,7 @@ CREATE INDEX idx_projects_complex
 
 ### ON DELETE蝑𣇉裦
 
-**规则：**
+**閫<EFBFBD><EFBFBD>嚗?*
 ```sql
 -- <20>冽<EFBFBD><E586BD>𣳇膄<F0A3B387>塚<EFBFBD>蝥扯<E89DA5><E689AF>𣳇膄<F0A3B387>唾<EFBFBD><E594BE>唳旿
 FOREIGN KEY (user_id) 
@@ -319,15 +319,15 @@ FOREIGN KEY (project_id)
   REFERENCES asl_schema.literature_projects(id) 
   ON DELETE CASCADE;
 
--- 特殊情况：不能删除
+-- <20>寞<EFBFBD><E5AF9E><EFBFBD><EFBFBD>嚗帋<E59A97><E5B88B>賢<EFBFBD><E8B3A2>?
 FOREIGN KEY (parent_id) 
   REFERENCES xxx_schema.parent_table(id) 
-  ON DELETE RESTRICT;  -- 有子记录时禁止删除
+  ON DELETE RESTRICT;  -- <20>匧<EFBFBD>霈啣<E99C88><E595A3>嗥<EFBFBD>甇Ｗ<E79487><EFBCB7>?
 ```
 
 ### 憭㚚睸蝝Ｗ<E89D9D>
 
-**规则：** 所有外键必须添加索引
+**閫<EFBFBD><EFBFBD>嚗?* <20><><EFBFBD>匧<EFBFBD><E58CA7>桀<EFBFBD>憿餅溶<E9A485>删揣撘?
 
 ```sql
 -- <20>𥕦遣憭㚚睸
@@ -342,11 +342,11 @@ CREATE INDEX idx_items_project_id ON asl_schema.literature_items(project_id);
 
 ---
 
-## ⚡ 性能优化规范
+## <EFBFBD>?<3F>扯<EFBFBD>隡睃<E99AA1>閫<EFBFBD><E996AB>
 
 ### 憭扯”<E689AF><E2809D>躹嚗<E8BAB9>虾<EFBFBD>㚁<EFBFBD>
 
-**适用场景：** 年增长 > 100万记录
+**<EFBFBD><EFBFBD>鍂<EFBFBD>箸艶嚗?* 撟游<E6929F><E6B8B8>?> 100銝<30>扇敶?
 
 ```sql
 -- <20>㗇<EFBFBD><E39787><EFBFBD>躹嚗<E8BAB9><E59A97>llm_usage銵剁<E98AB5>
@@ -388,13 +388,13 @@ WHERE created_at < NOW() - INTERVAL '1 year';
 
 ```sql
 -- 撖<><E69296>摮埈挾
-password VARCHAR(255) NOT NULL  -- 使用bcrypt加密，存储哈希值
+password VARCHAR(255) NOT NULL  -- 雿輻鍂bcrypt<70>惩<EFBFBD>嚗<EFBFBD><E59A97><EFBFBD>典<EFBFBD>撣<EFBFBD><E692A3>?
 
 -- API Key摮埈挾
 api_key_encrypted TEXT NOT NULL  -- 雿輻鍂AES-256<35>惩<EFBFBD>
 
 -- 銝芯犖<E88AAF>𤩺<EFBFBD>靽⊥<E99DBD>
-phone_encrypted VARCHAR(255)     -- 手机号加密
+phone_encrypted VARCHAR(255)     -- <EFBFBD>𧢲㦤<EFBFBD>瑕<EFBFBD>撖?
 id_card_encrypted VARCHAR(255)   -- 頨思遢霂<E981A2>噡<EFBFBD>惩<EFBFBD>
 ```
 
@@ -402,7 +402,7 @@ id_card_encrypted VARCHAR(255)   -- 身份证号加密
 
 ```sql
 -- <20>亙<EFBFBD>銝凋<E98A9D>霈啣<E99C88><E595A3>𤩺<EFBFBD>摮埈挾
--- 开发/测试环境使用脱敏数据
+-- 撘<><E69298>?瘚贝<E7989A><E8B49D>臬<EFBFBD>雿輻鍂<E8BCBB>望<EFBFBD><E69C9B>唳旿
 UPDATE platform_schema.users 
 SET 
   email = CONCAT('user', id, '@example.com'),
@@ -416,71 +416,71 @@ WHERE environment = 'development';
 
 ### 撣貊鍂摮埈挾蝐餃<E89D90>
 
-| 用途 | 推荐类型 | 说明 |
+| <EFBFBD>券<EFBFBD>?| <20>刻<EFBFBD>蝐餃<E89D90> | 霂湔<E99C82> |
 |------|---------|------|
 | 銝駁睸 | SERIAL | <20>湔㺭<E6B994>芸<EFBFBD> |
-| 外键 | INTEGER | 与主键类型一致 |
-| 短文本 | VARCHAR(N) | N<500，如姓名、标题 |
-| 长文本 | TEXT | 无长度限制，如描述、内容 |
-| 布尔值 | BOOLEAN | true/false |
-| 日期时间 | TIMESTAMP | 精确到毫秒 |
+| 憭㚚睸 | INTEGER | 銝𦒘蜓<EFBFBD>桃掩<EFBFBD>衤<EFBFBD><EFBFBD>?|
+| <EFBFBD>剜<EFBFBD><EFBFBD>?| VARCHAR(N) | N<500嚗<EFBFBD><EFBFBD>憪枏<EFBFBD><EFBFBD><EFBFBD><EFBFBD>憸?|
+| <EFBFBD>踵<EFBFBD><EFBFBD>?| TEXT | <EFBFBD>𣳇鵭摨阡<EFBFBD><EFBFBD>塚<EFBFBD>憒<EFBFBD><EFBFBD>餈啜<EFBFBD><EFBFBD><EFBFBD>摰?|
+| 撣<EFBFBD><EFBFBD><EFBFBD>?| BOOLEAN | true/false |
+| <EFBFBD>交<EFBFBD><EFBFBD>園𡢿 | TIMESTAMP | 蝎曄＆<EFBFBD>唳神蝘?|
 | <20>煾<EFBFBD> | DECIMAL(10,2) | <20>踹<EFBFBD>蝎曉漲<E69B89>桅<EFBFBD> |
 | JSON | JSONB | <20>舀<EFBFBD>蝝Ｗ<E89D9D>嚗峕<E59A97>扯<EFBFBD><E689AF>游末 |
 
 ### 摮埈挾<E59F88>踹漲撱箄悅
 
 ```sql
--- 短文本
+-- <20>剜<EFBFBD><E5899C>?
 name VARCHAR(100)           -- 憪枏<E686AA>
 title VARCHAR(200)          -- <20><><EFBFBD>
 email VARCHAR(255)          -- <20>桃拳
-phone VARCHAR(20)           -- 手机号
+phone VARCHAR(20)           -- <EFBFBD>𧢲㦤<EFBFBD>?
 
--- 状态枚举
+-- <20>嗆<EFBFBD><E59786><EFBFBD>銝?
 status VARCHAR(20)          -- active, inactive, deleted
 role VARCHAR(20)            -- user, admin
 
--- 长文本
+-- <20>踵<EFBFBD><E8B8B5>?
 description TEXT            -- <20>讛膩
 content TEXT               -- <20><>捆
 ```
 
 ---
 
-## ✅ 检查清单
+## <EFBFBD>?璉<><E79289>交<EFBFBD><E4BAA4>?
 
 **霈曇恣<E69B87>啗”<E59597>嗅<EFBFBD>憿餅<E686BF><E9A485>伐<EFBFBD>**
-- [ ] 表名符合命名规范（小写+下划线+复数）
+- [ ] 銵典<EFBFBD>蝚血<EFBFBD><EFBFBD>賢<EFBFBD>閫<EFBFBD><EFBFBD>嚗<EFBFBD><EFBFBD><EFBFBD>?銝见<E98A9D>蝥?憭齿㺭嚗?
 - [ ] 雿輻鍂甇<E98D82>＆<EFBFBD><EFBC86>chema嚗īlatform/aia/asl/pkb蝑㚁<E89D91>
-- [ ] 包含id主键（SERIAL PRIMARY KEY）
-- [ ] 包含created_at和updated_at时间戳
+- [ ] <EFBFBD><EFBFBD>鉄id銝駁睸嚗𠄎ERIAL PRIMARY KEY嚗?
+- [ ] <EFBFBD><EFBFBD>鉄created_at<EFBFBD>吴pdated_at<EFBFBD>園𡢿<EFBFBD>?
 - [ ] <20>冽<EFBFBD><E586BD>唾<EFBFBD>銵典<E98AB5><E585B8>哎ser_id憭㚚睸
 - [ ] <20><><EFBFBD>匧<EFBFBD><E58CA7>桅<EFBFBD><E6A185>伨N DELETE蝑𣇉裦
-- [ ] 所有外键都添加了索引
-- [ ] 常用查询字段添加了索引
+- [ ] <EFBFBD><EFBFBD><EFBFBD>匧<EFBFBD><EFBFBD>桅<EFBFBD>瘛餃<EFBFBD>鈭<EFBFBD>揣撘?
+- [ ] 撣貊鍂<EFBFBD>亥砭摮埈挾瘛餃<EFBFBD>鈭<EFBFBD>揣撘?
 - [ ] 憭㚚睸蝥行<E89DA5>蝚血<E89D9A>頝沒chema靘肽<E99D98>閫<EFBFBD><E996AB>
-- [ ] 敏感字段已加密存储
+- [ ] <EFBFBD>𤩺<EFBFBD>摮埈挾撌脣<EFBFBD>撖<EFBFBD><EFBFBD><EFBFBD>?
 
 ---
 
 ## <20><> <20>詨<EFBFBD><E8A9A8><EFBFBD>﹝
 
-**总览：**
-- [数据库全局视图](./03-数据库全局视图.md) ⭐ 查看所有Schema和表
+**<EFBFBD>餉<EFBFBD>嚗?*
+- [<EFBFBD>唳旿摨枏<EFBFBD>撅<EFBFBD>閫<EFBFBD>㦛](./03-<2D>唳旿摨枏<E691A8>撅<EFBFBD>閫<EFBFBD>㦛.md) 潃?<3F>亦<EFBFBD><E4BAA6><EFBFBD><EFBFBD>农chema<EFBFBD>諹”
 
-**模板：**
-- [数据库设计模板](../_templates/数据库设计-模板.md)
+**璅⊥踎嚗?*
+- [<EFBFBD>唳旿摨栞挽霈⊥芋<EFBFBD>瓢(../_templates/<EFBFBD>唳旿摨栞挽霈?璅⊥踎.md)
 
 **<EFBFBD><EFBFBD>芋<EFBFBD>𡑒挽霈∴<EFBFBD>**
-- [平台基础层](../01-平台基础层/README.md)
-- [通用能力层](../02-通用能力层/README.md)
+- [撟喳蝱<EFBFBD>箇<EFBFBD>撅<EFBFBD>(../01-撟喳蝱<E596B3>箇<EFBFBD>撅?README.md)
+- [<EFBFBD>𡁶鍂<EFBFBD>賢<EFBFBD>撅<EFBFBD>(../02-<2D>𡁶鍂<F0A181B6>賢<EFBFBD>撅?README.md)
 - [銝𡁜𦛚璅∪<E79285>撅<EFBFBD>(../03-銝𡁜𦛚璅∪<E79285>/README.md)
 
 ---
 
 **<EFBFBD><EFBFBD><EFBFBD>擧凒<EFBFBD>堆<EFBFBD>** 2025-11-06  
 **蝏湔擪鈭綽<E988AD>** <20><><EFBFBD>舀沲<E88880><E6B2B2><EFBFBD>  
-**版本：** v2.0
+**<EFBFBD><EFBFBD>𧋦嚗?* v2.0