# 🌐 κ²½λΆλŒ€ν•™κ΅ AI μ—μ΄μ „νŠΈ λ„€νŠΈμ›Œν¬ 연ꡬ싀 (ANL) 곡식 μ›Ήμ‚¬μ΄νŠΈ > **AI Agent Networking Laboratory (ANL), School of Computer Science and Engineering, Kyungpook National University** > > λ³Έ λ¦¬ν¬μ§€ν† λ¦¬λŠ” κ²½λΆλŒ€ν•™κ΅ 컴퓨터학뢀 AI μ—μ΄μ „νŠΈ λ„€νŠΈμ›Œν¬ μ—°κ΅¬μ‹€μ˜ 곡식 μ›Ήμ‚¬μ΄νŠΈ 및 데이터 관리 λŒ€μ‹œλ³΄λ“œ μ‹œμŠ€ν…œμž…λ‹ˆλ‹€. > μ‹€μ‹œκ°„ λŸ°νƒ€μž„ 데이터 동기화λ₯Ό μ§€μ›ν•˜λŠ” **Next.js 14+ ν”„λ‘ νŠΈμ—”λ“œ**, **Go (Gin) κ³ μ„±λŠ₯ RESTful λ°±μ—”λ“œ**, **SQLite νŠΈλžœμž­μ…˜ λ°μ΄ν„°λ² μ΄μŠ€**, 그리고 **톡합 Docker μ»¨ν…Œμ΄λ„ˆ μ˜€μΌ€μŠ€νŠΈλ ˆμ΄μ…˜**으둜 κ΅¬μΆ•λ˜μ—ˆμŠ΅λ‹ˆλ‹€. --- ## πŸ“Œ 1. 연ꡬ싀 κ°œμš” 및 핡심 연ꡬ λΆ„μ•Ό (Lab Overview & Research Focus) - **연ꡬ싀λͺ…**: AI μ—μ΄μ „νŠΈ λ„€νŠΈμ›Œν¬ 연ꡬ싀 (ANL / AI Agent Networking Laboratory) - **μ†Œμ†**: κ²½λΆλŒ€ν•™κ΅ ITλŒ€ν•™ 컴퓨터학뢀 - **μ§€λ„κ΅μˆ˜**: 고석주 ꡐ수 (Prof. Seok-Joo Koh / `sjkoh@knu.ac.kr`) - **연ꡬ νŒ¨λŸ¬λ‹€μž„**: - **Present & Future**: **MCP & SKILL**, **λ©€ν‹°μ—μ΄μ „νŠΈ μ˜€μΌ€μŠ€νŠΈλ ˆμ΄μ…˜ (HERDR, crewAI, LangGraph)**, **이쒅 μ—μ΄μ „νŠΈ μƒν˜Έμš΄μš©μ„± ν‘œμ€€ (ACP, A2A)**, 및 **AIoT gRPC/QUIC κ³ μ„±λŠ₯ 톡신 λ°±λ³Έ** --- ## πŸ’‘ 2. 핡심 연ꡬ λΆ„μ•Ό (Core Research Areas) ### πŸ”Œ 1) AI Agent κΈ°λŠ₯ ν™•μž₯ ν”„λ‘œν† μ½œ (MCP & SKILL) - **MCP (Model Context Protocol)**: Anthropic μ œμ • μ˜€ν”ˆ 규격으둜 도ꡬ, 데이터 λ¦¬μ†ŒμŠ€, ν”„λ‘¬ν”„νŠΈ ν‘œμ€€ μΈν„°νŽ˜μ΄μŠ€ 연동 - **SKILL (자율 ν™•μž₯ 도ꡬ νŒ¨ν‚€μ§€)**: μ‹€ν–‰ μ½”λ“œ + 도ꡬ λͺ…μ„Έ + Few-shot이 κ²°ν•©λœ λͺ¨λ“ˆν˜• μ—μ΄μ „νŠΈ κΈ°λŠ₯ ν™•μž₯ - **CLI 자율 μ½”λ”© μ—μ΄μ „νŠΈ**: Claude Code, Antigravity CLI λ“± 터미널 기반 자율 μ†Œν”„νŠΈμ›¨μ–΄ μ—”μ§€λ‹ˆμ–΄λ§ ### πŸ€– 2) λ©€ν‹° μ—μ΄μ „νŠΈ ν˜‘μ—… 및 μ˜€μΌ€μŠ€νŠΈλ ˆμ΄μ…˜ (Multi-Agent Orchestration) - **이쒅 μ—μ΄μ „νŠΈ ꡐ차 검증**: μ„œλ‘œ λ‹€λ₯Έ LLM λͺ¨λΈ(Planner, Creator, Reviewer) κ°„ 비평/ν•©μ˜ λ£¨ν”„λ‘œ 무결성 확보 - **μ˜€μΌ€μŠ€νŠΈλ ˆμ΄μ…˜ 인프라 μ½”μ–΄**: - **HERDR**: 가상 λ°±κ·ΈλΌμš΄λ“œ ν”„λ‘œμ„ΈμŠ€ 격리 및 μ—μ΄μ „νŠΈ μ„Έμ…˜ TUI κ΄€μ œ - **LangGraph & crewAI**: μƒνƒœ λ³΄μ‘΄ν˜• μˆœν™˜ κ·Έλž˜ν”„, μ—­ν•  기반 λΆ„μ—… 및 μ˜ˆμ™Έ λ‘€λ°± 처리 ### 🌐 3) μ—μ΄μ „νŠΈ μƒν˜Έμš΄μš©μ„± κ°œλ°©ν˜• ν‘œμ€€ (Agent Interoperability: ACP & A2A) - **ACP (Agent Communication Protocol)**: IBM Research μ œμ • μ„œλΉ„μŠ€ 발견 및 νƒœμŠ€ν¬ μœ„μž„ μ˜€ν”ˆ ν‘œμ€€ - **A2A (Agent-to-Agent Protocol)**: Google/Linux Foundation 주도 이쒅 μ—μ΄μ „νŠΈ κ°„ ν‘œμ€€ λ©”μ‹œμ§€ κ΅ν™˜ 톡신 ν‘œμ€€ - **Agent Card (`/.well-known/agent-card.json`)**: μ—μ΄μ „νŠΈ μ—­λŸ‰(Capabilities) 및 λ³΄μ•ˆ 사양 ν‘œμ€€ ν”„λ‘œν•„ ### ⚑ 4) μ§€λŠ₯ν˜• 사물인터넷 (AIoT) & κ³ μ„±λŠ₯ λ°±λ³Έ (AIoT & gRPC/QUIC) - **AIoT λΆ„μ‚° 자율 μ œμ–΄**: μ„Όμ„œ 계측과 μ—£μ§€ μ—°μ‚° 계측 κ°„ λ©€ν‹° μ—μ΄μ „νŠΈ λΆ„μ‚° 배치 - **gRPC & QUIC μ–‘λ°©ν–₯ 슀트리밍**: HTTP/2 & HTTP/3 기반 고속 λ°”μ΄λ„ˆλ¦¬ λ©€ν‹°λͺ¨λ‹¬ 전솑 --- ## πŸ—οΈ 3. μ‹œμŠ€ν…œ μ•„ν‚€ν…μ²˜ (System Architecture) ```mermaid graph TD User["🌐 User / Browser"] Admin["πŸ‘‘ Admin User"] subgraph Docker_Network ["Docker Bridge Network (anl-net)"] subgraph Frontend_App ["Next.js 14 Frontend (anl-frontend:3000)"] PublicPages["Public Pages (force-dynamic)
/, /members, /publications, /lectures, /standardization"] AdminConsole["Admin Dashboard (/console)
Research Projects, Areas, Members, Pubs, Lectures, Standards"] API_Client["Typed API Client (lib/api.ts, lib/adminApi.ts)"] end subgraph Backend_App ["Go Gin Backend API (anl-backend:8080)"] Router["REST API Router & CORS"] AuthMW["RequireAdminToken Middleware"] Handlers["CRUD Handlers (Home, Members, Pubs, Lectures, Standards)"] Repo["Repository Layer & Transaction Order Normalizer"] end subgraph Storage ["Persistent Volume Storage (anl-sqlite-storage)"] SQLiteDB[("SQLite Database
/app/data/anl.db")] end end User -->|HTTP :3000| PublicPages Admin -->|Bearer Auth :3000| AdminConsole PublicPages --> API_Client AdminConsole --> API_Client API_Client -->|REST API :8080| Router Router --> AuthMW AuthMW --> Handlers Handlers --> Repo Repo --> SQLiteDB ``` --- ## πŸ“ 4. 디렉터리 ꡬ쑰 (Directory Structure) ``` landing_page/ β”œβ”€β”€ README.md # [λ³Έ λ¬Έμ„œ] μ’…ν•© ν”„λ‘œμ νŠΈ κ°€μ΄λ“œ 및 배포/운영 λ¬Έμ„œ β”œβ”€β”€ docker-compose.yml # 톡합 Docker Compose λ©€ν‹° μ„œλΉ„μŠ€ μ˜€μΌ€μŠ€νŠΈλ ˆμ΄μ…˜ β”œβ”€β”€ .env.example # ν™˜κ²½λ³€μˆ˜ μ„€μ • ν…œν”Œλ¦Ώ β”‚ β”œβ”€β”€ backend/ # ⚑ [Go λ°±μ—”λ“œ REST API] β”‚ β”œβ”€β”€ cmd/ # μ§„μž…μ  (api: API μ„œλ²„, seed: μ‹œλ”, export-content) β”‚ β”œβ”€β”€ internal/ # λΉ„μ¦ˆλ‹ˆμŠ€ 둜직 (handlers, repository, router, config, httpx) β”‚ β”œβ”€β”€ db/backup/ # πŸ’Ύ λ°μ΄ν„°λ² μ΄μŠ€ λ°±μ—… (anl.db λ°”μ΄λ„ˆλ¦¬, anl_dump.sql 전체 덀프) β”‚ β”œβ”€β”€ seed/data/ # 초기 μ›μ‹œ JSON μ‹œλ“œ 데이터 β”‚ β”œβ”€β”€ Dockerfile # λ°±μ—”λ“œ κ²½λŸ‰ Multi-stage Dockerfile (Alpine 3.20) β”‚ β”œβ”€β”€ Makefile # λΉŒλ“œ, ν…ŒμŠ€νŠΈ, 포맷, λ°±μ—…(make backup-db) νƒ€κ²Ÿ β”‚ └── go.mod # Go λͺ¨λ“ˆ μ˜μ‘΄μ„± μ •μ˜ β”‚ β”œβ”€β”€ refer_landing_page/ # πŸš€ [Next.js 14 ν”„λ‘ νŠΈμ—”λ“œ & κ΄€λ¦¬μž μ½˜μ†”] β”‚ β”œβ”€β”€ app/ # App Router νŽ˜μ΄μ§€ (곡개 νŽ˜μ΄μ§€ 및 /console κ΄€λ¦¬μž λŒ€μ‹œλ³΄λ“œ) β”‚ β”œβ”€β”€ components/ # UI μ»΄ν¬λ„ŒνŠΈ (Header, Footer, Reveal, Counter, Marquee λ“±) β”‚ β”œβ”€β”€ lib/ # API 톡신 ν΄λΌμ΄μ–ΈνŠΈ (api.ts: 쑰회, adminApi.ts: CRUD) β”‚ β”œβ”€β”€ docs/ # λ””μžμΈ μ‹œμŠ€ν…œ (DESIGN.md: Issue 01 에디토리얼 μŠ€νƒ€μΌ) β”‚ β”œβ”€β”€ scripts/ # E2E ν…ŒμŠ€νŠΈ μŠ€μœ„νŠΈ 및 데이터 검증 λŸ¬λ„ˆ β”‚ β”œβ”€β”€ Dockerfile # ν”„λ‘ νŠΈμ—”λ“œ Standalone Multi-stage Dockerfile (Node 20 Alpine) β”‚ β”œβ”€β”€ next.config.js # output: "standalone" ν”„λ‘œλ•μ…˜ λ²ˆλ“€λ§ μ„€μ • β”‚ └── package.json # Next.js, React, Tailwind CSS μ˜μ‘΄μ„± β”‚ β”œβ”€β”€ .agents/ # πŸ€– λ©€ν‹° μ—μ΄μ „νŠΈ μ˜€μΌ€μŠ€νŠΈλ ˆμ΄μ…˜ μŠ€ν‚¬ & λ£°μ…‹ (MAM) β”œβ”€β”€ .mam/ # ⚑ μ—μ΄μ „νŠΈ μ„Έμ…˜ DB 및 HERDR 격리 λ ˆμ§€μŠ€νŠΈλ¦¬ └── ISL-2026/ # πŸ“„ λ ˆκ±°μ‹œ μ‹€μΈ‘ 원본 HTML/CSS μ•„μΉ΄μ΄λΈŒ ``` --- ## πŸš€ 5. Docker μ»¨ν…Œμ΄λ„ˆ 배포 및 운영 κ°€μ΄λ“œ (Production Deployment) λ‹€λ₯Έ μ›Œν¬μŠ€ν…Œμ΄μ…˜μ΄λ‚˜ μ„œλ²„μ—μ„œ Dockerλ₯Ό 톡해 μ›ν΄λ¦­μœΌλ‘œ 전체 μ‹œμŠ€ν…œμ„ λΉŒλ“œν•˜κ³  λ°°ν¬ν•˜λŠ” λ°©λ²•μž…λ‹ˆλ‹€. ### 1) μ €μž₯μ†Œ 클둠 및 ν™˜κ²½ μ„€μ • ```bash # 1. μ €μž₯μ†Œ 클둠 git clone <리포지토리_URL> landing_page cd landing_page # 2. ν™˜κ²½λ³€μˆ˜ 파일 생성 cp .env.example .env # (선택) .env νŒŒμΌμ—μ„œ κ΄€λ¦¬μž 토큰(ADMIN_TOKEN) 및 포트 λ³€κ²½ κ°€λŠ₯ ``` ### 2) μ»¨ν…Œμ΄λ„ˆ 이미지 λΉŒλ“œ ```bash # ν”„λ‘ νŠΈμ—”λ“œ 및 λ°±μ—”λ“œ 이미지 λ™μ‹œ λΉŒλ“œ docker compose build # (선택) μΊμ‹œ 없이 전체 μž¬λΉŒλ“œ μ‹œ docker compose build --no-cache ``` ### 3) μ„œλΉ„μŠ€ λ°±κ·ΈλΌμš΄λ“œ 배포 및 μ‹€ν–‰ ```bash # 1. μ»¨ν…Œμ΄λ„ˆ λ°±κ·ΈλΌμš΄λ“œ μ‹€ν–‰ docker compose up -d # 2. μ‹€ν–‰ μƒνƒœ 및 ν—¬μŠ€μ²΄ν¬ 확인 (anl-backend-api 및 anl-frontend-app) docker compose ps # 3. μ‹€μ‹œκ°„ 둜그 λͺ¨λ‹ˆν„°λ§ docker compose logs -f ``` ### 4) μ„œλΉ„μŠ€ 접속 URL - **🌐 곡식 ν™ˆνŽ˜μ΄μ§€**: [`http://localhost:3000`](http://localhost:3000) - **πŸ‘‘ κ΄€λ¦¬μž λŒ€μ‹œλ³΄λ“œ**: [`http://localhost:3000/console`](http://localhost:3000/console) (둜그인 토큰: `.env`에 μ„€μ •λœ `ADMIN_TOKEN`) - **⚑ λ°±μ—”λ“œ REST API**: [`http://localhost:8080/api/v1`](http://localhost:8080/api/v1) - **πŸ’“ API ν—¬μŠ€μ²΄ν¬**: [`http://localhost:8080/api/v1/health`](http://localhost:8080/api/v1/health) ### 5) μ»¨ν…Œμ΄λ„ˆ 관리 및 쀑지 ```bash # μ„œλΉ„μŠ€ μž¬μ‹œμž‘ docker compose restart # μ„œλΉ„μŠ€ 쀑지 및 μ»¨ν…Œμ΄λ„ˆ 제거 (λ°μ΄ν„°λ² μ΄μŠ€ λ³Όλ₯¨μ€ μ•ˆμ „ν•˜κ²Œ 보쑴됨) docker compose down # (주의) λ°μ΄ν„°λ² μ΄μŠ€ λ³Όλ₯¨κΉŒμ§€ μ™„μ „νžˆ μ‚­μ œν•˜κ³  μ΄ˆκΈ°ν™”ν•  λ•Œ docker compose down -v ``` --- ## πŸ› οΈ 6. 둜컬 개발 및 μ‹€ν–‰ κ°€μ΄λ“œ (Getting Started) Docker 없이 둜컬 개발 ν™˜κ²½μ—μ„œ ν”„λ‘ νŠΈμ—”λ“œμ™€ λ°±μ—”λ“œλ₯Ό 각각 직접 μ‹€ν–‰ν•˜κ³  κ°œλ°œν•˜λŠ” λ°©λ²•μž…λ‹ˆλ‹€. ### πŸ…°οΈ Backend (Go REST API) 개발 κ°€μ΄λ“œ #### 사전 μš”κ΅¬μ‚¬ν•­ - **Go 1.22+** (ꢌμž₯: Go 1.26+) - **SQLite 3** - **Make** λΉŒλ“œ 도ꡬ #### μ‹€ν–‰ 절차 ```bash # 1. λ°±μ—”λ“œ λ””λ ‰ν„°λ¦¬λ‘œ 이동 cd backend # 2. ν™˜κ²½ μ„€μ • 파일 볡사 cp .env.example .env # 3. Go λͺ¨λ“ˆ μ˜μ‘΄μ„± λ‹€μš΄λ‘œλ“œ go mod download # 4. λ°μ΄ν„°λ² μ΄μŠ€ λ°±μ—…λ³Έ 볡원 (μ΅œμ‹  μ‹€μΈ‘ 데이터 223건 적재) sqlite3 anl.db < db/backup/anl_dump.sql # 5. λ°±μ—”λ“œ API μ„œλ²„ λΉŒλ“œ 및 μ‹€ν–‰ (κΈ°λ³Έ 포트: http://localhost:8080) make run # 6. (별도 터미널) μœ λ‹› ν…ŒμŠ€νŠΈ 및 μ½”λ“œ ν’ˆμ§ˆ 검사 make test # μœ λ‹› ν…ŒμŠ€νŠΈ μ‹€ν–‰ make fmt-check # gofmt 포맷 검사 make vet # go vet 정적 뢄석 ``` --- ### πŸ…±οΈ Frontend (Next.js 14+) 개발 κ°€μ΄λ“œ #### 사전 μš”κ΅¬μ‚¬ν•­ - **Node.js 20+** (LTS) - **npm 10+** #### μ‹€ν–‰ 절차 ```bash # 1. ν”„λ‘ νŠΈμ—”λ“œ λ””λ ‰ν„°λ¦¬λ‘œ 이동 cd refer_landing_page # 2. μ˜μ‘΄μ„± νŒ¨ν‚€μ§€ μ„€μΉ˜ npm install # 3. 둜컬 ν™˜κ²½λ³€μˆ˜ 파일 μ„€μ • (ν•„μš” μ‹œ) # κΈ°λ³Έκ°’μœΌλ‘œ http://localhost:8080/api/v1에 μžλ™ μ—°κ²°λ©λ‹ˆλ‹€. echo "NEXT_PUBLIC_API_BASE_URL=http://localhost:8080/api/v1" > .env.local # 4. 개발 μ„œλ²„ μ‹€ν–‰ (κΈ°λ³Έ 포트: http://localhost:3000) npm run dev # 5. ν”„λ‘œλ•μ…˜ λΉŒλ“œ 및 νƒ€μž… 검사 npm run lint # ESLint 정적 뢄석 npx tsc --noEmit # TypeScript 엄격 νƒ€μž… 검사 npm run build # Next.js Standalone ν”„λ‘œλ•μ…˜ λΉŒλ“œ # 6. 전체 톡합 E2E ν…ŒμŠ€νŠΈ μŠ€μœ„νŠΈ μ‹€ν–‰ (Gate 0~11 μžλ™ 검증) python3 scripts/run_e2e_tests.py ``` --- ## πŸ’Ύ 7. λ°μ΄ν„°λ² μ΄μŠ€ λ°±μ—… 및 볡원 κ°€μ΄λ“œ (Database Backup & Restore) μ—°κ΅¬μ‹€μ˜ μ†Œμ€‘ν•œ λ…Όλ¬Έ, νŠΉν—ˆ, 멀버, κ°•μ˜, ν‘œμ€€ν™” λ°μ΄ν„°λŠ” SQLite λ°μ΄ν„°λ² μ΄μŠ€λ₯Ό 톡해 κ΄€λ¦¬λ˜λ©°, μ†μ‰¬μš΄ λ°±μ—…/볡원 도ꡬλ₯Ό μ œκ³΅ν•©λ‹ˆλ‹€. ### 1) λ°±μ—… 파일 ꡬ성 (`backend/db/backup/`) - **`anl.db`**: SQLite λ°”μ΄λ„ˆλ¦¬ 온라인 μŠ€λƒ…μƒ· 파일 - **`anl_dump.sql`**: μŠ€ν‚€λ§ˆ DDL 및 전체 11개 ν…Œμ΄λΈ” 데이터 INSERT문이 ν¬ν•¨λœ ν‘œμ€€ SQL ν…μŠ€νŠΈ 덀프 (Git 좔적 관리) ### 2) λ°μ΄ν„°λ² μ΄μŠ€ μ¦‰μ‹œ λ°±μ—… λͺ…λ Ήμ–΄ μ–Έμ œλ“ μ§€ λ°±μ—”λ“œ λ””λ ‰ν„°λ¦¬μ—μ„œ λͺ…λ Ήμ–΄ ν•œ μ€„λ‘œ μ΅œμ‹  μƒνƒœλ₯Ό λ°±μ—…ν•  수 μžˆμŠ΅λ‹ˆλ‹€: ```bash cd backend make backup-db ``` ### 3) μ‹ κ·œ ν™˜κ²½ λ˜λŠ” Docker μ»¨ν…Œμ΄λ„ˆ 볡원 방법 #### 🐳 Docker 배포 ν™˜κ²½μ—μ„œ 볡원 (μΆ”μ²œ) ```bash docker compose exec -T anl-backend sqlite3 /app/data/anl.db < backend/db/backup/anl_dump.sql ``` #### πŸ’» 둜컬 개발 ν™˜κ²½μ—μ„œ 볡원 ```bash cd backend sqlite3 anl.db < db/backup/anl_dump.sql ``` --- ## πŸ‘‘ 8. κ΄€λ¦¬μž λŒ€μ‹œλ³΄λ“œ (`/console`) μ‚¬μš© κ°€μ΄λ“œ 연ꡬ싀 ν™ˆνŽ˜μ΄μ§€μ˜ λͺ¨λ“  데이터λ₯Ό μ›Ή UIμ—μ„œ μ‹€μ‹œκ°„μœΌλ‘œ μΆ”κ°€, μˆ˜μ •, μ‚­μ œν•  수 μžˆλŠ” κ΄€λ¦¬μž μ½˜μ†”μ„ μ§€μ›ν•©λ‹ˆλ‹€. 1. **접속 경둜**: [`http://localhost:3000/console/login`](http://localhost:3000/console/login) 2. **κ΄€λ¦¬μž 인증**: - λ°±μ—”λ“œ `.env` νŒŒμΌμ— μ •μ˜λœ `ADMIN_TOKEN` (κΈ°λ³Έκ°’: `anl-admin-secret-token-2026`)을 μž…λ ₯ν•˜μ—¬ λ‘œκ·ΈμΈν•©λ‹ˆλ‹€. - 인증 토큰은 λΈŒλΌμš°μ € μ„Έμ…˜μ— μ €μž₯되며, λͺ¨λ“  λ³€μ‘° μš”μ²­(`POST`, `PUT`, `DELETE`)에 `Authorization: Bearer ` ν—€λ”λ‘œ μžλ™ μ²¨λΆ€λ©λ‹ˆλ‹€. 3. **제곡 κΈ°λŠ₯**: - **μ£Όμš” 연ꡬ 과제 (`/console/research-projects`)**: 과제λͺ…, κΈ°κ°„, μ£Όκ΄€κΈ°κ΄€, 연ꡬ비 λ“± CRUD - **핡심 연ꡬ λΆ„μ•Ό (`/console/research-areas`)**: 연ꡬ λΆ„μ•Ό CRUD 및 **μˆœμ„œ λ³€κ²½ μ‹œ 1..N μžλ™ μ •κ·œν™” & μ‹œν”„νŠΈ** - **ꡬ성원/쑸업생 (`/console/members`)**: ꡐ수, 연ꡬ원, 쑸업생 인적사항, 연ꡬ뢄야, μ·¨μ—…μ²˜ CRUD - **λ…Όλ¬Έ/νŠΉν—ˆ 싀적 (`/console/publications`)**: κ΅­μ™Έ/κ΅­λ‚΄ ν•™μˆ μ§€ 및 ν•™μˆ λŒ€νšŒ, νŠΉν—ˆ 싀적 223건 CRUD - **κ°•μ˜ μžλ£Œμ‹€ (`/console/lectures`)**: 학기별 κ°œμ„€ κ³Όλͺ©, κ°•μ˜ κ°œμš”, λ‹€μš΄λ‘œλ“œ 링크 관리 - **ν‘œμ€€ν™” 기ꡬ (`/console/standardization`)**: oneM2M, ITU-T λ“± 기ꡬ별 ν‘œμ€€ λ¬Έμ„œ 번호 및 μƒνƒœ 관리 --- ## πŸ‘₯ 9. λ©€ν‹° μ—μ΄μ „νŠΈ μ˜€μΌ€μŠ€νŠΈλ ˆμ΄μ…˜ ν”„λ‘œν† μ½œ (MAM) λ³Έ ν”„λ‘œμ νŠΈλŠ” Multi-Agent Mux (MAM) 기반의 자율 μ—μ΄μ „νŠΈ ν˜‘μ—… 루프λ₯Ό 톡해 개발 및 μœ μ§€λ³΄μˆ˜λ©λ‹ˆλ‹€. | μ—μ΄μ „νŠΈ μ„Έμ…˜λͺ… | λ‹΄λ‹Ή μ—­ν•  (Role) | 도ꡬ/λŸ°νƒ€μž„ | μ£Όμš” μž„λ¬΄ | | :--- | :--- | :--- | :--- | | 🧠 **`planner-reviewer-claude-01`** | `planner and reviewer` | Claude Code | μ•„ν‚€ν…μ²˜ 섀계, κ΅¬ν˜„ κ³„νš 수립, 데이터 무결성 검증, μ΅œμ’… PASS νŒμ • | | 🎨 **`creator-agy-01`** | `creator` | Antigravity CLI | μ»΄ν¬λ„ŒνŠΈ 개발, λ°±μ—”λ“œ API κ΅¬ν˜„, Docker μ»¨ν…Œμ΄λ„ˆν™”, λ¦¬νŒ©ν† λ§ | | πŸ” **`reviewer-cline-01`** | `reviewer` | Cline | μ›Ή ν‘œμ€€/SEO κ²€μˆ˜, νƒ€μž… μ•ˆμ „μ„±, Docker λ„€νŠΈμ›Œν¬/λ³΄μ•ˆ 심측 μ½”λ“œ 리뷰 | - **자율 루프 μ‹€ν–‰**: `bash .agents/skills/multi-agent-mux-loop/scripts/run_loop.sh --all-reviewer --target-agent "creator-agy-01" --task "<μž‘μ—…λ‚΄μš©>"` - **μ„Έμ…˜ μƒνƒœ 확인**: `bash .agents/skills/multi-agent-mux-status/scripts/status.sh`