HaHafeng
1b53ab9d52
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%)
12 KiB
*<EFBFBD>鞟內霂滨恣<EFBFBD><EFBFBD>頂蝏煺<EFBFBD><EFBFBD>煺漣<EFBFBD>臬<EFBFBD><EFBFBD>啣漲憸<EFBFBD><EFBFBD><EFBFBD>寞<EFBFBD><EFBFBD><EFBFBD><EFBFBD>航挽霈?
<EFBFBD><EFBFBD>﹝<EFBFBD><EFBFBD>𧋦嚗?v1.1
<0A>嗆<EFBFBD><E59786><EFBFBD> 敺<><E695BA><EFBFBD>?
隡睃<E99AA1>蝥改<E89DA5> P1 (<28>詨<EFBFBD><E8A9A8>𡁶鍂<F0A181B6>賢<EFBFBD>)
<0A><>鍂<EFBFBD>臬<EFBFBD>嚗?<3F>輸<EFBFBD>鈭?SAE (<28>煺漣<E785BA>臬<EFBFBD>)
<0A>詨<EFBFBD><E8A9A8>嗆<EFBFBD>嚗?Postgres-Only + Hot Reload + Preview Mode + RBAC
*1. <20>詨<EFBFBD><E8A9A8><EFBFBD>艙嚗𡁏<E59A97><F0A1818F>煺漣<E785BA>臬<EFBFBD><E887AC>䀹<EFBFBD>靚<EFBFBD><E99D9A><EFBFBD><EFBFBD><EFBFBD><EFBFBD>𡏭<EFBFBD>蝥扳虜銋𣂼㦤<F0A382BC>?
隡删<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>烐<EFBFBD>蝔𧢲糓 撘<><E69298>𤑳㴓憓?-> 瘚贝<E7989A><E8B49D>臬<EFBFBD> -> <20>煺漣<E785BA>臬<EFBFBD><E887AC><EFBFBD>笆鈭𤾸之璅∪<E79285>摨𠉛鍂嚗𡿨LM App嚗㚁<E59A97>餈嗵<E9A488>瘚<EFBFBD><E7989A>摮睃銁<E79D83>游𦶢蝻粹萅嚗?瘚贝<EFBFBD><EFBFBD>臬<EFBFBD>敺<EFBFBD>𠗕璅⊥<EFBFBD><EFBFBD>笔<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>格㺭<EFBFBD>柴<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>銝𠹺<EFBFBD><EFBFBD><EFBFBD><EFBFBD> Token 瘨<><E798A8>?<EFBFBD>? <0A>祆䲮獢<E4B2AE><E78DA2><EFBFBD>?**<2A>𦦵<EFBFBD>鈭抒㴓憓<E3B493><E68693>摨阡<E691A8>閫?(Production Preview Mode)<29>?* 蝑𣇉裦嚗<E8A3A6>僎撘訫<E69298> *<EFBFBD>𡏭<EFBFBD>霂閗<EFBFBD>?(Debugger)<29>? 閫坿𠧧嚗?
- **隞<><E99A9E>銝𡡞<E98A9D>蝵桀<E89DB5>蝳?*嚗䥪rompt 銝滚<E98A9D><E6BB9A>舐′蝻𣇉<E89DBB><F0A38789><EFBFBD><EFBFBD>蝚虫葡嚗諹<E59A97>峕糓<E5B395>唳旿摨㮖葉<E3AE96><E89189>𢆡<EFBFBD><F0A286A1><EFBFBD>蝵柴<E89DB5>?
- **閫坿𠧧<E59DBF>𤥁<EFBFBD>霂?(RBAC)**嚗帋<E59A97>撅<EFBFBD><E69285>𣂷<EFBFBD>蝞∠<E89D9E><E288A0>矋<EFBFBD>蝟餌<E89D9F><E9A48C>舀<EFBFBD> **<2A>𡏭<EFBFBD>霂閗<E99C82><E99697><EFBFBD>?*嚗<><E59A97>銝游<E98A9D>銝枏振<E69E8F><E68CAF>rompt 撌亦<E6928C>撣<EFBFBD><E692A3>閫坿𠧧<E59DBF><F0A0A7A7>蘨閬<E898A8>𥅾<EFBFBD>?prompt:debug <20><><EFBFBD>嚗<EFBFBD>朖<EFBFBD>臬銁<E887AC>煺漣<E785BA>臬<EFBFBD>撘<EFBFBD><E69298>航<EFBFBD>霂閙芋撘譌<E69298>?
- <EFBFBD>啣漲頝舐眏嚗𡁶頂蝏<EFBFBD>覔<EFBFBD>桀<EFBFBD><EFBFBD>齿<EFBFBD>雿𡏭<EFBFBD><EFBFBD><EFBFBD>頨思遢嚗<EFBFBD>糓<EFBFBD>血<EFBFBD><EFBFBD>航<EFBFBD>霂閙芋撘𧶏<EFBFBD>嚗<EFBFBD>𢆡<EFBFBD><EFBFBD><EFBFBD>摰𡁜<EFBFBD>頧?**<2A>𨀣迤撘讐<E69298> (Active)<29>?* 餈䀹糓 *<EFBFBD>𡏭<EFBFBD>蝔輻<EFBFBD> (Draft)<29>? <20><><EFBFBD>蝷箄<E89DB7><E7AE84>?
- **<2A>笔<EFBFBD>撉諹<E69289>**嚗朞<E59A97>霂閗<E99C82><E99697>虾隞亦凒<E4BAA6>乩蝙<E4B9A9>函<EFBFBD>鈭抒㴓憓<E3B493><E68693><EFBFBD>笔<EFBFBD><E7AC94>唳旿嚗<E697BF><E59A97> ASL <20>?20 蝭<><E89DAD><EFBFBD>殷<EFBFBD><E6AEB7>仿<EFBFBD>霂<EFBFBD>鰵 Prompt <20><><EFBFBD><EFBFBD>頣<EFBFBD>蝖株恕<E6A0AA>㰘秤<E3B098>𦒘<EFBFBD><F0A69298>桀<EFBFBD>撣<EFBFBD><E692A3>?
2. 蝟餌<E89D9F><E9A48C>嗆<EFBFBD>霈曇恣
*2.1 <20>嗆<EFBFBD><E59786>?
graph TD
User[<5B>桅<EFBFBD>𡁶鍂<F0A181B6>愧] -->|霂瑟<E99C82>銝𡁜𦛚| API_Gateway
Debugger[靚<><E99D9A><EFBFBD>?銝枏振] -->|霂瑟<E99C82>銝𡁜𦛚| API_Gateway
Debugger -->|蝞∠<E89D9E> Prompt| Admin_Dashboard
subgraph "<22>輸<EFBFBD>鈭?SAE (<28>煺漣<E785BA>臬<EFBFBD>)"
API\_Gateway\[Nginx\] \--\> Backend\_App
subgraph "Node.js Backend Pods (憭𡁜<E686AD>靘?"
Backend\_App\[Backend Service\]
PromptService\[Prompt Service\]
MemoryCache\[<5B><><EFBFBD>蝻枏<E89DBB> (Map)\]
DebugSet\[靚<><E99D9A>隡朞<E99AA1><E69C9E><EFBFBD><EFBFBD> (Set)\]
Backend\_App \--\>|1. <20>瑕<EFBFBD> Prompt| PromptService
PromptService \--\>|2. <20>亦<EFBFBD>摮?DB| MemoryCache
PromptService \--\>|3. <20>⊿<EFBFBD> Debug <20><><EFBFBD>| DebugSet
end
end
subgraph "RDS PostgreSQL"
DB\[(Database)\]
PlatformTable\[Users & Permissions Table\]
PromptTable\[Prompt Versions Table\]
PromptService \--\>|4. <20>匧<EFBFBD> Active/Draft| DB
Admin\_Dashboard \--\>|5. <20>湔鰵/<2F>穃<EFBFBD>| DB
DB \--\>|6. NOTIFY prompt\_update| PromptService
end
*2.2 <20>詨<EFBFBD><E8A9A8>寞<EFBFBD>?
- Postgres-Only嚗𡁜⏚<EFBFBD>?PostgreSQL <20>?LISTEN/NOTIFY <20>箏<EFBFBD>摰䂿緵憭𡁜<E686AD>靘讠<E99D98>摮睃<E691AE>甇伐<E79487><E4BC90>𣳇<EFBFBD>撘訫<E69298> Redis<69>?
- **<2A>删𠶖<E588A0><F0A0B696>挽霈?*嚗鋽ebugSet <20>?MemoryCache <20><><EFBFBD><EFBFBD>典銁<E585B8><E98A81><EFBFBD>銝哨<E98A9D><E593A8>滚<EFBFBD><E6BB9A>唳旿摨枏<E691A8><E69E8F>唳<EFBFBD>蝏<EFBFBD><E89D8F><EFBFBD>湔<EFBFBD>扼<EFBFBD>?
- **<2A>嗡噩<E597A1>交<EFBFBD>?*嚗𡁏芦<F0A1818F>𡁶鍂<F0A181B6>瑕<EFBFBD><E79195>冽<EFBFBD><E586BD>乩<EFBFBD><E4B9A9>?Prompt 甇<>銁鋡怨<E98BA1><E680A8>湛<EFBFBD><E6B99B>芣<EFBFBD>撘<EFBFBD><E69298>臭<EFBFBD> Debug 璅∪<E79285><E288AA><EFBFBD>鸌摰朞<E691B0><E69C9E>脰<EFBFBD><E884B0>见<EFBFBD><E8A781>睃<EFBFBD><E79D83>?
3. <20>唳旿摨㮖<E691A8><E3AE96><EFBFBD><EFBFBD>霈曇恣
3.1 <20>鞟內霂?Schema (capability_schema)
霂瑕<EFBFBD>隞乩<EFBFBD> Schema 瘛餃<E7989B><E9A483>?backend/prisma/schema.prisma <20>?capability_schema <20>典<EFBFBD><E585B8>? // --- Prompt Management System ---
model PromptTemplate {
id Int @id @default(autoincrement())
code String @unique // <20>臭<EFBFBD><E887AD><EFBFBD><EFBFBD>蝚佗<E89D9A>憒?'ASL_SCREENING_TitleAbstract'
name String // 鈭箇掩<E7AE87>航粉<E888AA>滨妍
module String // <20><>撅墧芋<E5A2A7>? ASL, DC, AIA, IIT
description String?
variables Json? // 憸<><E686B8><EFBFBD>㗛<EFBFBD><E3979B>𡑒”嚗<E2809D><E59A97> ["title", "abstract"]
versions PromptVersion[]
createdAt DateTime @default(now()) @map("created_at")
updatedAt DateTime @updatedAt @map("updated_at")
@@map("prompt_templates")
@@schema("capability_schema")
}
model PromptVersion {
id Int @id @default(autoincrement())
templateId Int @map("template_id")
version Int // <20><>𧋦<EFBFBD>?1, 2, 3...
content String // <20>鞟內霂滚<E99C82>摰?(Handlebars/Mustache <20>澆<EFBFBD>)
modelConfig Json? // 璅∪<E79285><E288AA><EFBFBD>㺭: { "temperature": 0.1, "model": "deepseek-chat" }
status PromptStatus @default(DRAFT)
changelog String? // 靽格㺿霂湔<E99C82>
createdBy String? @map("created_by") // 霈啣<E99C88><E595A3>臬𪑛銝芾<E98A9D>霂閗<E99C82><E99697>耨<EFBFBD>寧<EFBFBD>
template PromptTemplate @relation(fields: [templateId], references: [id])
createdAt DateTime @default(now()) @map("created_at")
@@map("prompt_versions")
@@schema("capability_schema")
// 憭滚<E686AD>蝝Ｗ<E89D9D>隡睃<E99AA1><E79D83>亥砭
@@index([templateId, status])
}
enum PromptStatus {
DRAFT // <20>厩阮 (隞?Debug 璅∪<E79285><E288AA>航<EFBFBD>)
ACTIVE // 蝥蹂<E89DA5><E8B982><EFBFBD><EFBFBD> (暺䁅恕<E48185>航<EFBFBD>)
ARCHIVED // 敶埝﹝
@@schema("capability_schema")
}
3.2 <20><><EFBFBD>摰帋<E691B0> (platform_schema)
<EFBFBD>拍鍂<EFBFBD>唳<EFBFBD><EFBFBD>?RBAC 蝟餌<E89D9F>嚗屸<E59A97>閬<EFBFBD>銁 permissions 銵其葉憸<E89189>蔭隞乩<E99A9E><E4B9A9><EFBFBD><EFBFBD>嚗? |
| <20><><EFBFBD> Code | <20>讛膩 | <20><>鍂閫坿𠧧 |
| prompt:view | <20>亦<EFBFBD> Prompt <20>𡑒”<F0A19192>諹祕<E8ABB9>?| 蝞∠<E89D9E><E288A0>? 靚<><E99D9A><EFBFBD>?|
| prompt:edit | <20>𥕦遣<F0A595A6>厩阮<E58EA9><E998AE>耨<EFBFBD>?Draft <20><>𧋦 | 蝞∠<E89D9E><E288A0>? 靚<><E99D9A><EFBFBD>?|
| prompt:debug | <20>詨<EFBFBD><E8A9A8><EFBFBD><EFBFBD>嚗𡁜<E59A97><F0A1819C>?<3F>喲𡡒靚<F0A1A192><E99D9A>璅∪<E79285> | 蝞∠<E89D9E><E288A0>? 靚<><E99D9A><EFBFBD>?|
| prompt:publish | 撠?Draft <20>穃<EFBFBD>銝?Active | 蝞∠<E89D9E><E288A0>? 韏<>楛靚<E6A59B><E99D9A><EFBFBD>?|
撱箄悅<E7AE84>𥕦遣銝<E981A3>銝芣鰵閫坿𠧧 PROMPT_ENGINEER嚗諹<EFBFBD>鈭<EFBFBD><EFBFBD>餈唳<EFBFBD><EFBFBD>㗇<EFBFBD><EFBFBD>僐<EFBFBD>?
4. <20>𡒊垢<F0A1928A>詨<EFBFBD>摰䂿緵 (PromptService)
<EFBFBD><EFBFBD>辣頝臬<EFBFBD>嚗颹ackend/src/common/capabilities/prompt/prompt.service.ts
4.1 <20>詨<EFBFBD><E8A9A8>餉<EFBFBD>
- setDebugMode(userId, enabled):
- **<2A>湔<EFBFBD>**嚗𡁻<E59A97><F0A181BB><EFBFBD><EFBFBD><EFBFBD>亥砲 userId <20>臬炏<E887AC>交<EFBFBD> prompt:debug <20><><EFBFBD>嚗<EFBFBD><E59A97>朞<EFBFBD> UserContext <20>𡝗䰻摨橒<E691A8><E6A992><EFBFBD>蘨<EFBFBD>㗇𥅾<E39787>㗇<EFBFBD><E39787>鞟<EFBFBD><E99E9F>冽<EFBFBD><E586BD><EFBFBD>捂<EFBFBD>惩<EFBFBD> Debug <20><><EFBFBD><EFBFBD>?
- **<2A>嗆<EFBFBD><E59786>輕<EFBFBD>?*嚗𡁜銁<F0A1819C><E98A81><EFBFBD>銝剔輕<E58994>?Set<string>嚗諹扇敶訫<E695B6><E8A8AB>臭<EFBFBD>靚<EFBFBD><E99D9A>璅∪<E79285><E288AA><EFBFBD>鍂<EFBFBD>?ID<49>?
- get(code, variables, userId):
- 璉<EFBFBD><EFBFBD>?userId <20>臬炏<E887AC>?debugUsers <20><><EFBFBD>銝准<E98A9D>?
- **<2A>?*嚗帋<E59A97><E5B88B><EFBFBD>䰻霂Ｘ㺭<EFBCB8>桀<EFBFBD>銝剔𠶖<E58994><F0A0B696>蛹 DRAFT <20><><EFBFBD><EFBFBD>啁<EFBFBD><E59581>研<EFBFBD>?
- **<2A>?*嚗<><E59A97><EFBFBD>?Draft嚗㚁<E59A97><E39A81>亥砭<E4BAA5><E7A0AD><EFBFBD>蝻枏<E89DBB>銝剔<E98A9D> ACTIVE <20><>𧋦<EFBFBD>?
- **蝻枏<E89DBB><E69E8F>芸𦶢銝?*嚗帋<E59A97><E5B88B>唳旿摨𤘪䰻霂?ACTIVE <20><>𧋦撟嗅<E6929F><E59785>亦<EFBFBD>摮塩<E691AE>?
- 雿輻鍂 Handlebars 皜脫<E79A9C><E884AB>㗛<EFBFBD><E3979B>?
4.2 <20>剜凒<E5899C>?(Hot Reload)
- <EFBFBD>穃𨯬 Postgres <20>?prompt_update 憸煾<E686B8><E785BE>?
- <EFBFBD>嗅<EFBFBD><EFBFBD>𡁶䰻<EFBFBD>𠬍<EFBFBD>皜<EFBFBD>征<EFBFBD><EFBFBD><EFBFBD>蝻枏<EFBFBD><EFBFBD>?
5. API <20>亙藁霈曇恣
5.1 蝞∠<E89D9E>蝡舀𦻖<E88880>?(PromptController)
| <20>寞<EFBFBD> | 頝臬<E9A09D> | <20><><EFBFBD>閬<EFBFBD><E996AC> | <20>讛膩 |
| GET | /api/admin/prompts | prompt:view | <20>瑕<EFBFBD><E79195><EFBFBD><EFBFBD>?Prompt 璅⊥踎<E28AA5>𡑒” |
| GET | /api/admin/prompts/:id | prompt:view | <20>瑕<EFBFBD><E79195>孵<EFBFBD>璅⊥踎霂行<E99C82><E8A18C>𠰴<EFBFBD><F0A0B0B4>脩<EFBFBD><E884A9>?|
| POST | /api/admin/prompts/draft | prompt:edit | 靽嘥<E99DBD><E598A5>厩阮 (<28><><EFBFBD><EFBFBD>啁<EFBFBD><E59581>穿<EFBFBD><E7A9BF>嗆<EFBFBD><E59786>蛹 DRAFT) |
| POST | /api/admin/prompts/publish | prompt:publish | <20>穃<EFBFBD><E7A983><EFBFBD>𧋦 (<28>嗆<EFBFBD>?Draft -> Active) |
| POST | /api/admin/prompts/debug | prompt:debug | 撘<><E69298>唾<EFBFBD>霂閙芋撘?({ enabled: true }) |
5.2 銝𡁜𦛚<F0A1819C><F0A69B9A><EFBFBD>蝷箔<E89DB7> (ASL 璅∪<E79285>)
<EFBFBD>?ASL 璅∪<E79285>銝剛<E98A9D><E5899B>?Prompt <20>塚<EFBFBD>敹<EFBFBD>◆隡惩<EFBFBD> userId嚗𣬚頂蝏煺<EFBFBD><EFBFBD>芸𢆡憭<EFBFBD><EFBFBD><EFBFBD>啣漲<EFBFBD>餉<EFBFBD>嚗? // backend/src/modules/asl/services/screening.service.ts
import { promptService } from '@/common/capabilities/prompt/prompt.service';
export class ScreeningService {
async screenPaper(paper: any, userId: string) {
// <20>冽<EFBFBD><E586BD>繮<EFBFBD>?Prompt
// 憒<><E68692> userId <20>臬<EFBFBD><E887AC>臭<EFBFBD>靚<EFBFBD><E99D9A>璅∪<E79285><E288AA><EFBFBD><EFBFBD>𡏭<EFBFBD>霂閗<E99C82><E99697><EFBFBD>嘅<EFBFBD>餈䠷<E9A488>隡朞䌊<E69C9E>冽嚉<E586BD>?DRAFT <20>?Prompt
const prompt = await promptService.get(
'ASL_SCREENING_TitleAbstract',
{ title: paper.title, abstract: paper.abstract },
userId
);
// 靚<>鍂 LLM...
return await llmGateway.chat(prompt);
}
}
6. <20>滨垢蝞∠<E89D9E>蝡航挽霈?(Frontend-V2)
<EFBFBD>?frontend-v2/src/modules/admin 銝𧢲鰵憓?Prompt 蝞∠<E89D9E>璅∪<E79285><E288AA>?
6.1 <20>屸𢒰<E5B1B8>蠘<EFBFBD>
- **<2A>𡑒”憿?*嚗𡁜<E59A97>蝷箸<E89DB7><E7AEB8>?Prompt 璅⊥踎<E28AA5>?
- **<2A>典<EFBFBD>靚<EFBFBD><E99D9A>撘<EFBFBD><E69298>?*嚗?
- 雿滨蔭嚗𡁶<EFBFBD><EFBFBD>ａ▲<EFBFBD>典紡<EFBFBD>芣<EFBFBD><EFBFBD>硋𢰧銝贝<EFBFBD><EFBFBD>祆筑<EFBFBD><EFBFBD><EFBFBD>?
- **<2A><><EFBFBD><EFBFBD>批<EFBFBD>**嚗帋<E59A97>敶梶鍂<E6A2B6>瑟𥅾<E7919F>?prompt:debug <20><><EFBFBD><EFBFBD>嗆遬蝷箄砲撘<E7A0B2><E69298>喋<EFBFBD>?
- **<2A>嗆<EFBFBD><E59786><EFBFBD>擐?*嚗𡁜<E59A97><F0A1819C>臬<EFBFBD>嚗<EFBFBD><E59A97>蝡䠷▲<E4A0B7>典枂<E585B8>圈<EFBFBD><E59C88>脰郎<E884B0>𦠜辺嚗尠<E59A97>鎿<EFBFBD>儭?靚<><E99D9A>璅∪<E79285>撌脣<E6928C><E884A3>荔<EFBFBD><E88D94>典<EFBFBD><E585B8>齿迤<E9BDBF>其蝙<E585B6>刻<EFBFBD>蝔輻<E89D94> (DRAFT) <20>鞟內霂滩<E99C82>銵峕<E98AB5>雿鎿<E99BBF>腈<EFBFBD>?
- **蝻𤥁<E89DBB><F0A4A581>?*嚗?
- <EFBFBD>舀<EFBFBD> Markdown 擃䀝漁<E4809D>?
- <EFBFBD>滢<EFBFBD><EFBFBD>𤩺覔<EFBFBD>格<EFBFBD><EFBFBD>𣂼𢆡<EFBFBD><EFBFBD>遬蝷綽<EFBFBD>憒<EFBFBD><EFBFBD>瘝⊥<EFBFBD> prompt:publish <20><><EFBFBD>嚗<EFBFBD><E59A97><EFBFBD>𨅯<EFBFBD>撣<EFBFBD><E692A3>脲<EFBFBD><E884B2>桃蔭<E6A183>啜<EFBFBD>?
6.2 <20>詨<EFBFBD>撌乩<E6928C>瘚?(Workflow)
- <EFBFBD>箸艶嚗帋葩摨𠹺<EFBFBD>摰?Dr. Wang (閫坿𠧧: Debugger) 閫匧<E996AB><E58CA7><EFBFBD>讃蝑偦<E89D91>厩<EFBFBD><E58EA9><EFBFBD>＆<EFBFBD><EFBC86><EFBFBD>憭麄<E686AD>?
- 靽格㺿嚗鋽r. Wang <20>餃<EFBFBD>蝟餌<E89D9F>嚗諹<E59A97><E8ABB9>?Prompt 蝞∠<E89D9E>憿蛛<E686BF>靽格㺿 ASL_SCREENING <20><><EFBFBD>蝷箄<E89DB7>嚗<EFBFBD><E59A97><EFBFBD>牐<EFBFBD>銝<EFBFBD><E98A9D>⊥<EFBFBD><E28AA5>斗<EFBFBD><E69697><EFBFBD><EFBFBD><EFBFBD>孵稬<E5ADB5>靝<EFBFBD>摮䁅<E691AE>蝔踱<E89D94>腈<EFBFBD>?
- **靚<><E99D9A>嚗鋽r. Wang <20>孵稬憿園<E686BF><E59C92>?<EFBFBD>𨅯<EFBFBD><EFBFBD>航<EFBFBD>霂閙芋撘謿<EFBFBD>?*<2A>?
- **撉諹<E69289>**嚗鋽r. Wang <20><>揢<EFBFBD>?ASL 銝𡁜𦛚憿菟𢒰嚗䔶<E59A97>隡惩<E99AA1>蝭<EFBFBD><E89DAD><EFBFBD>滨<EFBFBD><E6BBA8>嗵<EFBFBD><E597B5><EFBFBD>讃嚗𣬚<E59A97><F0A3AC9A>餉<EFBFBD>銵䎚<E98AB5>?
- *蝟餌<E89D9F><E9A48C>𡒊垢璉<E59EA2>瘚见<E7989A> Dr. Wang <20>?Debug <20>𡑒”銝哨<E98A9D><E593A8>㰘蝸 Draft <20>?Prompt<70>?
- 蝖株恕嚗𡁜<EFBFBD><EFBFBD>啁<EFBFBD><EFBFBD>𨀣迤蝖桐<EFBFBD><EFBFBD>?
- **<2A>穃<EFBFBD>**嚗鋽r. Wang <20>𧼮<EFBFBD>蝞∠<E89D9E>憿蛛<E686BF><E89B9B>孵稬<E5ADB5>𨅯<EFBFBD>撣<EFBFBD><E692A3>嘅<EFBFBD><E59885>𤥁<EFBFBD><F0A4A581><EFBFBD>𡁶䰻蝞∠<E89D9E><E288A0>睃<EFBFBD>撣<EFBFBD><E692A3><EFBFBD>?
- **蝏𤘪<E89D8F>**嚗鋽r. Wang <20>喲𡡒靚<F0A1A192><E99D9A>璅∪<E79285><E288AA>?
7. 摰墧鴌霈∪<E99C88>
Phase 1: <20>箇<EFBFBD>霈暹鴌撱箄挽 (1-2憭?
- <EFBFBD>𥕦遣<EFBFBD>唳旿摨栞” prompt_templates, prompt_versions<6E>?
- <EFBFBD>?permissions 銵其葉<E585B6>鍦<EFBFBD> prompt:* <20>詨<EFBFBD><E8A9A8><EFBFBD><EFBFBD><EFBFBD>?
- 摰䂿緵 PromptService <20>𡒊垢<F0A1928A>餉<EFBFBD><E9A489>?
Phase 2: 銝𡁜𦛚璅∪<E79285><E288AA>亙<EFBFBD> (<28>?ASL 撘<><E69298>穃<EFBFBD>甇?
- <EFBFBD>典<EFBFBD><EFBFBD>?ASL 璅∪<E79285><E288AA>塚<EFBFBD><E5A19A>朞<EFBFBD> promptService.get() <20>瑕<EFBFBD> Prompt<70>?
Phase 3: 蝞∠<E89D9E>蝡?MVP (3-4憭?
- 撘<EFBFBD><EFBFBD>穃<EFBFBD>蝡舐恣<EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ｕ<EFBFBD>?
- 摰䂿緵<EFBFBD>典<EFBFBD>靚<EFBFBD><EFBFBD>撘<EFBFBD><EFBFBD>喟<EFBFBD>隞嗚<EFBFBD>?
*8. 摰匧<E691B0>銝𡡞<E98A9D><F0A1A19E>?
- <EFBFBD><EFBFBD><EFBFBD><EFBFBD>𠉛氖嚗帋艇<EFBFBD>潭<EFBFBD><EFBFBD>?prompt:debug <20><><EFBFBD>嚗屸俈甇Ｘ芦<EFBCB8>𡁶鍂<F0A181B6>瑁秤<E79181>亥<EFBFBD>霂閙芋撘譌<E69298>?
- **摰∟恣<E2889F>亙<EFBFBD>**嚗䥪romptVersion 銵其葉<E585B6>?createdBy 摮埈挾敹<E68CBE>◆霈啣<E99C88>摰鮋<E691B0>靽格㺿鈭箇<E988AD> ID嚗䔶噶鈭舘蕭皞舀糓<E88880>芯<EFBFBD>靚<EFBFBD><E99D9A><EFBFBD><EFBFBD>耨<EFBFBD>嫣<EFBFBD> Prompt<70>?
- **<2A>𨅯<EFBFBD><F0A885AF>箏<EFBFBD>**嚗帋誨<E5B88B><E8AAA8>葉靽萘<E99DBD> Hardcoded Prompt 雿靝蛹蝟餌<E89D9F>蝥批<E89DA5>摨𨰻<E691A8>?
*9. <20><>閬<EFBFBD><E996AC>蝵娑rompt<70><74><EFBFBD><EFBFBD>㗇芋<E39787>堒<EFBFBD>銵?
| 銝𡁜𦛚璅∪<EFBFBD> | 靚<EFBFBD>鍂<EFBFBD>箸艶 | <EFBFBD>詨<EFBFBD> Prompt 隡睃<E99AA1><E79D83>孵<EFBFBD> | 憭齿<EFBFBD>摨? |
|---|---|---|---|
| ASL (AI <20>箄<EFBFBD><E7AE84><EFBFBD>讃) | 1. <20><><EFBFBD><EFBFBD>䁅<EFBFBD><E48185>萘<EFBFBD> | **鈭<><E988AD>蝐餃ế<E9A483>?*嚗𡁻<E59A97>閬<EFBFBD><E996AC>擃条<E69383>蝎曉<E89D8E>摨佗<E691A8>Recall 隡睃<E99AA1>嚗剹<E59A97><E589B9>rompt <20><>閬<EFBFBD><E996AC><EFBFBD>急<EFBFBD>蝖桃<E89D96>蝥喳<E89DA5>/<2F>㘾膄<E398BE><E88684><EFBFBD>嚗㇊ICOS嚗㚁<E59A97>撟嗉<E6929F>瘙<EFBFBD><E79899><EFBFBD>?JSON <20>澆<EFBFBD><E6BE86>?bool <20>潦<EFBFBD>? | 潃鐥<EFBFBD>潃鐥<EFBFBD>潃? |
| 2. <20>冽<EFBFBD>憭滨<E686AD> | **憭齿<E686AD>靽⊥<E99DBD><E28AA5>𣂼<EFBFBD>**嚗帋<E59A97> PDF <20>𣂼<EFBFBD> PICO <20>瑚<EFBFBD><E7919A>啣<EFBFBD>潦<EFBFBD><E6BDA6>rompt <20><>閬<EFBFBD><E996AC><EFBFBD><EFBFBD>鵭<EFBFBD><E9B5AD>𧋦嚗㇃ontext Window <20>𣂼<EFBFBD>嚗㚁<E59A97>撟嗡<E6929F>閬<EFBFBD><E996AC>敺<EFBFBD>撩<EFBFBD><E692A9><EFBFBD>撟餉<E6929F><E9A489>箏<EFBFBD>嚗Āerification嚗剹<E59A97>? | 潃鐥<EFBFBD>潃鐥<EFBFBD>潃? | |
| 3. 霂<>旿<EFBFBD><E697BF><EFBFBD> | **<2A>餉<EFBFBD><E9A489>函<EFBFBD>**嚗𡁶遞<F0A181B6><E9819E><EFBFBD>蝭<EFBFBD><E89DAD><EFBFBD>桃<EFBFBD><E6A183>?Meta <20><><EFBFBD>蝏栞捏<E6A09E><E68D8F><EFBFBD>閬?Chain-of-Thought (CoT) <20>鞟內霂溻<E99C82>? | 潃鐥<EFBFBD>潃鐥<EFBFBD> | |
| DC (<28>唳旿皜<E697BF><E79A9C>) | 1. Tool B (<28>峕芋<E5B395>𧢲<EFBFBD><F0A7A2B2>? | **蝏𤘪<E89D8F><F0A498AA>𡝗𡂝<F0A19D97>?*嚗帋<E59A97><E5B88B><EFBFBD><EFBFBD><EFBFBD><EFBFBD>𧋦<EFBFBD>𣂼<EFBFBD>摮埈挾<E59F88><E68CBE>rompt <20><>閬<EFBFBD><E996AC><EFBFBD>怠龫摮行钟霂剖<E99C82>銋剹<E98A8B><E589B9><EFBFBD>銋㕑<E98A8B><E39591>惩<EFBFBD>閫<EFBFBD><E996AB><EFBFBD>? | 潃鐥<EFBFBD>潃鐥<EFBFBD>潃? |
| 2. Tool C (<28>唳旿皜<E697BF><E79A9C>) | 隞<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>/閫<><E996AB><EFBFBD>斗鱏嚗𡁜<EFBFBD><EFBFBD>𨅯<EFBFBD> A <20>㛖<EFBFBD><E39B96><EFBFBD>𧋦<EFBFBD>惩<EFBFBD>銝箸<E98A9D><E7AEB8><EFBFBD><EFBFBD>潑<EFBFBD>腈<EFBFBD><E88588>rompt <20><>閬<EFBFBD>移蝖桃<E89D96>閫<EFBFBD>㺭<EFBFBD>桐<EFBFBD>銝𧢲<E98A9D>嚗𣬚<E59A97><F0A3AC9A>喟<EFBFBD><E5969F>?Python/JS 隞<><E99A9E><EFBFBD><EFBFBD>挾<EFBFBD>? | 潃鐥<EFBFBD>潃鐥<EFBFBD> | |
| *3. <20>脩<EFBFBD>璉<EFBFBD>瘚? | **<2A>餉<EFBFBD>隞脰<E99A9E>**嚗𡁜ế<F0A1819C>凋舅銝芣芋<E88AA3>𧢲<EFBFBD><F0A7A2B2>𣇉<EFBFBD><F0A38789>𨅯𪑛銝芣凒<E88AA3>臭縑<E887AD>? | 潃鐥<EFBFBD>潃? | |
| AIA (<28>箄<EFBFBD><E7AE84>桃<EFBFBD>) | *1. 10+ <20>箄<EFBFBD>雿? | **閫坿𠧧<E59DBF>格<EFBFBD> (Persona)**嚗帋<E59A97><E5B88B>𣬚<EFBFBD> Agent嚗<74><E59A97>蝏蠘恣撣<E681A3><E692A3><EFBFBD>葩摨𠹺<E691A8>摰塚<E691B0><E5A19A><EFBFBD>閬<EFBFBD><E996AC><EFBFBD>𣬚<EFBFBD> Tone (霂剜<E99C82>) <20>𣬚䰻霂<E4B0BB>器<EFBFBD>䎚<EFBFBD>? | 潃鐥<EFBFBD>潃? |
| 2. <20>誩㦛霂<E3A69B><E99C82> | **頝舐眏<E88890><E79C8F><EFBFBD>**嚗𡁜ế<F0A1819C>剔鍂<E58994>瑟糓<E7919F>券𤦭<E588B8>𨳍<EFBFBD><F0A8B38D>䔮霂𡃏<E99C82><F0A1838F>舀䰻<E88880><E4B0BB>讃<EFBFBD>? | 潃鐥<EFBFBD>潃? | |
| PKB (<28>亥<EFBFBD>摨? | 1. RAG <20>桃<EFBFBD> | **<2A>箔<EFBFBD>銝𠹺<E98A9D><F0A0B9BA><EFBFBD><EFBFBD>蝑?*嚗帋艇<E5B88B>潮<EFBFBD><E6BDAE>嗡<EFBFBD><E597A1>寞旿璉<E697BF>蝝Ｗ<E89D9D><EFBCB7>?chunks <20>䂿<EFBFBD>嚗峕<E59A97>蝏嘥<E89D8F><E598A5>函䰻霂<E4B0BB>劂閫剹<E996AB>? | 潃鐥<EFBFBD>潃鐥<EFBFBD> |
| *2. <20>孵<EFBFBD><E5ADB5><EFBFBD><EFBFBD>霂? | **<2A>䁅<EFBFBD><E48185><EFBFBD><EFBFBD>**嚗𡁻<E59A97>摨行<E691A8>蝻拍<E89DBB>摮行钟<E8A18C>䁅<EFBFBD><E48185>? | 潃鐥<EFBFBD>潃? | |
| IIT (IIT Manager) | *1. 韐冽綉璉<E7B689><E79289>? | **閫<><E996AB><EFBFBD>寥<EFBFBD>**嚗𡁏覔<F0A1818F>?Protocol 璉<><E79289>亙<EFBFBD>蝏<EFBFBD>㺭<EFBFBD>柴<EFBFBD><E69FB4>rompt <20><>撠<EFBFBD>䌊<EFBFBD>嗉祗閮<E7A597><E996AE><EFBFBD><EFBFBD><EFBFBD>埝<EFBFBD><E59F9D><EFBFBD>蓮<EFBFBD>碶蛹<E7A2B6>餉<EFBFBD><E9A489>斗鱏<E69697>? | 潃鐥<EFBFBD>潃鐥<EFBFBD>潃? |
| 2. <20>誩㦛霂<E3A69B><E99C82> | **<2A>唳旿摨𤘪䰻霂Ｙ<E99C82><EFBCB9>?*嚗𡁜<E59A97><F0A1819C>芰<EFBFBD>霂剛<E99C82>頧砌蛹 Prisma <20>亥砭<E4BAA5>?SQL嚗<4C><E59A97><EFBFBD><EFBFBD><EFBFBD>摰匧<E691B0><E58CA7>改<EFBFBD><E694B9>? | 潃鐥<EFBFBD>潃鐥<EFBFBD> | |
| RVW (蝔蹂辣摰⊥䰻) | *1. 閫<><E996AB><EFBFBD>扳<EFBFBD><E689B3>? | **Checklist 撖寧<E69296>**嚗𡁻<E59A97>鞉辺<E99E89>詨笆 CONSORT/STROBE 憯唳<E686AF><E594B3>? | 潃鐥<EFBFBD>潃? |