From 14ac162a855ae4feae136664bab8d01575d85cc2 Mon Sep 17 00:00:00 2001
From: devmrko <devmrko@gmail.com>
Date: Tue, 4 Aug 2026 14:37:31 +0900
Subject: [PATCH] refs #745: add OCI HMM architecture diagrams

---
 docs/README.md                                |   1 +
 docs/architecture/README.md                   |  76 ++
 ...m-ai-data-access-architecture-overview.png | Bin 0 -> 343611 bytes
 ...m-ai-data-access-architecture-overview.svg |   1 +
 ...data-access-architecture-security-flow.png | Bin 0 -> 306650 bytes
 ...data-access-architecture-security-flow.svg |   1 +
 .../hmm-ai-data-access-architecture.drawio    |   5 +
 .../design/745-hmm-oci-architecture/README.md | 128 +++
 tools/architecture/export-drawio.mjs          | 118 +++
 .../generate-hmm-oci-architecture.mjs         | 801 ++++++++++++++++++
 .../validate-hmm-architecture.mjs             |  82 ++
 11 files changed, 1213 insertions(+)
 create mode 100644 docs/architecture/README.md
 create mode 100644 docs/architecture/hmm-ai-data-access-architecture-overview.png
 create mode 100644 docs/architecture/hmm-ai-data-access-architecture-overview.svg
 create mode 100644 docs/architecture/hmm-ai-data-access-architecture-security-flow.png
 create mode 100644 docs/architecture/hmm-ai-data-access-architecture-security-flow.svg
 create mode 100644 docs/architecture/hmm-ai-data-access-architecture.drawio
 create mode 100644 docs/design/745-hmm-oci-architecture/README.md
 create mode 100644 tools/architecture/export-drawio.mjs
 create mode 100644 tools/architecture/generate-hmm-oci-architecture.mjs
 create mode 100644 tools/architecture/validate-hmm-architecture.mjs

diff --git a/docs/README.md b/docs/README.md
index 0544232..64a1314 100644
--- a/docs/README.md
+++ b/docs/README.md
@@ -17,6 +17,7 @@ docs/
   adr/               ← Architecture Decision Records: 가로지르는 결정 기록
     _TEMPLATE.md
     NNNN-<title>.md
+  architecture/      ← 현행 시스템 아키텍처 Draw.io 원본과 검토용 SVG/PNG
   reference/         ← 레퍼런스: 구현된 모듈/함수/설정 사양 (구현 "후" 동기화)
   guides/            ← How-to / 사용 가이드 / 튜토리얼 (사용자·운영자 대상)
   pipeline/          ← 개발 프로세스 문서 (큐 프로토콜·런북)
diff --git a/docs/architecture/README.md b/docs/architecture/README.md
new file mode 100644
index 0000000..c9c95a8
--- /dev/null
+++ b/docs/architecture/README.md
@@ -0,0 +1,76 @@
+# HMM AI 데이터 접근 아키텍처
+
+OCI Draw.io Style Guide의 공식 서비스 도형과 Oracle 색상 규칙으로 정리한 HMM 데모
+아키텍처다. Draw.io 원본은 두 페이지로 구성한다.
+
+| 페이지 | 설명 | 미리보기 |
+|---|---|---|
+| `01 · 전체 구성` | HMM 사용자, Compute, Backoffice MCP, ADB, GenAI, Object Storage, AWS RDS federation | [SVG](hmm-ai-data-access-architecture-overview.svg) · [PNG](hmm-ai-data-access-architecture-overview.png) |
+| `02 · MCP 요청과 VPD` | Tool 광고 시작 검증, 사용자 Bearer 인증, Agent Tool과 Select AI 분기, `CB_ORDS` VPD 실행 | [SVG](hmm-ai-data-access-architecture-security-flow.svg) · [PNG](hmm-ai-data-access-architecture-security-flow.png) |
+
+편집 원본: [hmm-ai-data-access-architecture.drawio](hmm-ai-data-access-architecture.drawio)
+
+## 현행 기준
+
+- 사용자별 MCP: `https://hmm-backoffice.cloud-handson.com/mcp`
+- 공개 Tool 계약: `BACKOFFICE_MCP_TOOLS`
+- ADB Agent Tool: `resolve_hr_term`, `search_hr_policy`
+- Java Select AI Tool: `search_hr_data`
+- Select AI SQL 생성: ADMIN 세션
+- 보호 SQL 실행: `CB_ORDS` 비면제 읽기 전용 세션
+- VPD 문맥: `HMM_ACCESS_CTX`
+- 휴가 정책: `HMM_LEAVE_SCOPE_POLICY`
+- 정책 문서: Object Storage PDF → Abstract/Tag/Chunk/Embed 4 Vector
+- 선사 실적: AWS RDS PostgreSQL → `HMM_RDS_PG_LINK` → ADB federation View
+- 공용 호환 게이트웨이 `hmm-mcp.cloud-handson.com`은 사용자별 VPD MCP 주소가 아니다.
+
+## 흐름을 읽는 방법
+
+- 파란 실선: 사용자 요청 또는 읽기 전용 데이터 실행
+- Oracle red 실선: 인증, 보안 Context, VPD 적용
+- 주황 점선: 모델 호출 또는 문서 적재
+- 회색 실선: 외부 PostgreSQL federation
+- 녹색 실선: 정상 결과와 세션 정리
+
+`AGENT_TOOL`과 `SELECT_AI`의 DB 세션은 구분한다.
+
+- `AGENT_TOOL`: 기본 datasource의 같은 connection에서
+  `SET_USER_BY_BEARER → DBMS_CLOUD_AI_AGENT.RUN_TOOL → CLEAR_USER`
+- `search_hr_data`: ADMIN이 SQL만 생성하고, `CB_ORDS`의 같은 connection에서
+  `SET_VPD_CONTEXT → SELECT → ROLLBACK → CLEAR_VPD_CONTEXT`
+
+## 재생성
+
+로컬 OCI 라이브러리 경로를 명시한다. 비밀번호, Token, OCID는 입력하지 않는다.
+
+```bash
+node tools/architecture/generate-hmm-oci-architecture.mjs \
+  "/Users/joungminko/Downloads/OCI Style Guide for Drawio/OCI Library.xml" \
+  docs/architecture
+```
+
+SVG와 PNG는 diagrams.net의 embed exporter를 Playwright로 호출해 실제 Draw.io 렌더링과
+동일하게 만든다. 인터넷 연결과 Playwright Chromium이 필요하다.
+
+```bash
+node tools/architecture/export-drawio.mjs \
+  docs/architecture/hmm-ai-data-access-architecture.drawio \
+  docs/architecture
+```
+
+구조, 필수 문구, OCI stencil, 비밀값 패턴, 렌더링 크기를 검사한다.
+
+```bash
+node tools/architecture/validate-hmm-architecture.mjs docs/architecture
+```
+
+## 스타일 기준
+
+- 기준 파일: `OCI Library.xml`, `Read-ME.drawio`
+- 글꼴: Oracle Sans
+- 본문: `#312D2A`
+- OCI 경계: `#F5F4F2` / `#9E9892`
+- OCI 강조: `#AE562C`
+- 보안 강조: `#C74634`
+- 외부 Cloud: 흰 배경과 회색 점선
+- Style Guide의 안내용 pink와 Courier New는 사용하지 않는다.
diff --git a/docs/architecture/hmm-ai-data-access-architecture-overview.png b/docs/architecture/hmm-ai-data-access-architecture-overview.png
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unsafe center; width: 28px; height: 1px; padding-top: 444px; margin-left: 339px;"><div style="box-sizing: border-box; font-size: 0; text-align: center; color: #000000; "><div style="display: inline-block; font-size: 13px; font-family: 'Oracle Sans'; color: light-dark(#000000, #ffffff); line-height: 1.2; pointer-events: all; white-space: normal; word-wrap: normal; "><b><span style="color: light-dark(rgb(255, 255, 255), rgb(18, 18, 18));">2</span></b></div></div></div></foreignObject><text x="353" y="448" fill="#000000" font-family="'Oracle Sans'" font-size="13px" text-anchor="middle" style="fill: light-dark(rgb(0, 0, 0), rgb(255, 255, 255));">2</text></switch></g></g></g><g data-cell-id="hmm-security-flow_v_32"><g transform="translate(0.5,0.5)"><rect x="669.7" y="419.45" width="235" height="110" rx="8.8" ry="8.8" fill="#ffffff" stroke="#c74634" pointer-events="all" style="fill: light-dark(rgb(255, 255, 255), rgb(18, 18, 18)); stroke: light-dark(rgb(199, 70, 52), rgb(243, 132, 117));"/></g><g><g><switch><foreignObject style="overflow: visible; text-align: left;" pointer-events="none" width="100%" height="100%" requiredFeatures="http://www.w3.org/TR/SVG11/feature#Extensibility"><div xmlns="http://www.w3.org/1999/xhtml" style="display: flex; align-items: unsafe center; justify-content: unsafe flex-start; width: 187px; height: 1px; padding-top: 474px; margin-left: 702px;"><div style="box-sizing: border-box; font-size: 0; text-align: left; color: #312D2A; "><div style="display: inline-block; font-size: 11px; font-family: 'Oracle Sans'; color: light-dark(#312D2A, #c8c5c2); line-height: 1.2; pointer-events: all; white-space: normal; word-wrap: normal; "><b>MCP Tool Router</b><br />catalog에서 이름·인자 검증<br />AGENT_TOOL / SELECT_AI 분기</div></div></div></foreignObject><text x="702" y="465" fill="#312D2A" font-family="'Oracle Sans'" font-size="11px" style="fill: light-dark(rgb(49, 45, 42), rgb(200, 197, 194));"><tspan x="702" y="465">MCP Tool Router</tspan><tspan x="702" 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#ffffff); line-height: 1.2; pointer-events: all; white-space: normal; word-wrap: normal; "><b><span style="color: light-dark(rgb(255, 255, 255), rgb(18, 18, 18));">3</span></b></div></div></div></foreignObject><text x="673" y="448" fill="#000000" font-family="'Oracle Sans'" font-size="13px" text-anchor="middle" style="fill: light-dark(rgb(0, 0, 0), rgb(255, 255, 255));">3</text></switch></g></g></g><g data-cell-id="hmm-security-flow_v_34"><g transform="translate(0.5,0.5)"><rect x="369.7" y="609.45" width="250" height="130" rx="10.4" ry="10.4" fill="#ffffff" stroke="#ae562c" pointer-events="all" style="fill: light-dark(rgb(255, 255, 255), rgb(18, 18, 18)); stroke: light-dark(rgb(174, 86, 44), rgb(211, 136, 100));"/></g><g><g><switch><foreignObject style="overflow: visible; text-align: left;" pointer-events="none" width="100%" height="100%" requiredFeatures="http://www.w3.org/TR/SVG11/feature#Extensibility"><div xmlns="http://www.w3.org/1999/xhtml" style="display: flex; align-items: 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word-wrap: normal; "><b><span style="color: light-dark(rgb(255, 255, 255), rgb(18, 18, 18));">4</span></b></div></div></div></foreignObject><text x="373" y="638" fill="#000000" font-family="'Oracle Sans'" font-size="13px" text-anchor="middle" style="fill: light-dark(rgb(0, 0, 0), rgb(255, 255, 255));">4</text></switch></g></g></g><g data-cell-id="hmm-security-flow_v_36"><g transform="translate(0.5,0.5)"><rect x="669.7" y="609.45" width="235" height="125" rx="10" ry="10" fill="#ffffff" stroke="#2f6f8f" pointer-events="all" style="fill: light-dark(rgb(255, 255, 255), rgb(18, 18, 18)); stroke: light-dark(rgb(47, 111, 143), rgb(106, 161, 189));"/></g><g><g><switch><foreignObject style="overflow: visible; text-align: left;" pointer-events="none" width="100%" height="100%" requiredFeatures="http://www.w3.org/TR/SVG11/feature#Extensibility"><div xmlns="http://www.w3.org/1999/xhtml" style="display: flex; align-items: unsafe center; justify-content: unsafe flex-start; width: 187px; height: 1px; 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all; white-space: normal; word-wrap: normal; "><b>항상 정리</b><br />결과 읽기 → ROLLBACK → CB_ORDS_HANDLER_PKG · CLEAR_VPD_CONTEXT<br /><span style="color: light-dark(rgb(91, 86, 82), rgb(166, 162, 158));">성공·실패와 무관하게 session context와 client identifier 제거</span></div></div></div></foreignObject><text x="1152" y="862" fill="#312D2A" font-family="'Oracle Sans'" font-size="11px" style="fill: light-dark(rgb(49, 45, 42), rgb(200, 197, 194));"><tspan x="1152" y="862">항상 정리</tspan><tspan x="1152" y="875">결과 읽기 → ROLLBACK → CB_ORDS_HANDLER_PKG · CLEAR_VPD_CONTEXT</tspan><tspan x="1152" y="888">성공·실패와 무관하게 session context와 client identifier 제거</tspan></text></switch></g></g></g><g data-cell-id="hmm-security-flow_v_58"><g transform="translate(0.5,0.5)"><ellipse cx="1122.7" cy="849.45" rx="15" ry="15" fill="#2f6b4f" stroke="#2f6b4f" pointer-events="all" style="fill: light-dark(rgb(47, 107, 79), rgb(119, 171, 147)); stroke: light-dark(rgb(47, 107, 79), rgb(119, 171, 147));"/></g><g><g><switch><foreignObject style="overflow: visible; text-align: left;" pointer-events="none" width="100%" height="100%" requiredFeatures="http://www.w3.org/TR/SVG11/feature#Extensibility"><div xmlns="http://www.w3.org/1999/xhtml" style="display: flex; align-items: unsafe center; justify-content: unsafe center; width: 28px; height: 1px; padding-top: 849px; margin-left: 1109px;"><div style="box-sizing: border-box; font-size: 0; text-align: center; color: #000000; "><div style="display: inline-block; font-size: 13px; font-family: 'Oracle Sans'; color: light-dark(#000000, #ffffff); line-height: 1.2; pointer-events: all; white-space: normal; word-wrap: normal; "><b><span style="color: light-dark(rgb(255, 255, 255), rgb(18, 18, 18));">9</span></b></div></div></div></foreignObject><text x="1123" y="853" fill="#000000" font-family="'Oracle Sans'" font-size="13px" text-anchor="middle" style="fill: light-dark(rgb(0, 0, 0), rgb(255, 255, 255));">9</text></switch></g></g></g><g 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diff --git a/docs/design/745-hmm-oci-architecture/README.md b/docs/design/745-hmm-oci-architecture/README.md
new file mode 100644
index 0000000..29170af
--- /dev/null
+++ b/docs/design/745-hmm-oci-architecture/README.md
@@ -0,0 +1,128 @@
+# #745 OCI 스타일 HMM AI 데이터 접근 아키텍처
+
+> 상태: Approved
+> Redmine: #745
+> 구현 산출물: `docs/architecture/hmm-ai-data-access-architecture.*`
+> 생성 도구: `tools/architecture/generate-hmm-oci-architecture.mjs`
+
+## 목적
+
+HMM 데모의 애플리케이션, MCP, ADB 보안 실행 경계, AI 모델, 문서 지식과 외부
+PostgreSQL federation을 한 장에서 설명할 수 있는 아키텍처 그림을 만든다. 세부 요청 흐름은
+두 번째 페이지에 분리해 사용자 Bearer Token이 실제 VPD 행 필터로 연결되는 지점을 명확히 한다.
+
+기준 스타일은 `/Users/joungminko/Downloads/OCI Style Guide for Drawio`의
+`OCI Library.xml`과 `Read-ME.drawio`다. OCI 서비스는 공식 라이브러리 도형을 사용하고,
+외부 서비스는 `3rd Party Cloud` 경계와 중립 색상으로 구분한다.
+
+## 산출물
+
+| 파일 | 용도 |
+|---|---|
+| `docs/architecture/hmm-ai-data-access-architecture.drawio` | 편집 가능한 2페이지 원본 |
+| `docs/architecture/hmm-ai-data-access-architecture-overview.svg` | 전체 구성 검토·문서 삽입용 |
+| `docs/architecture/hmm-ai-data-access-architecture-security-flow.svg` | 요청·보안 흐름 검토용 |
+| 같은 이름의 `.png` | 일반 문서·메신저 공유용 |
+| `docs/architecture/README.md` | 범례, 현행 기준, 편집·재생성 방법 |
+
+## 페이지 1: 전체 구성
+
+다음 경계를 왼쪽에서 오른쪽으로 배치한다.
+
+1. HMM 사용자: 팀장, 팀원, 관리자
+2. 인터넷 공개 HTTPS: `hmm.cloud-handson.com`, `hmm-backoffice.cloud-handson.com`
+3. OCI 서울 리전
+   - Compute VM + Nginx
+   - AI Web Agent Console
+   - VPD Backoffice + 사용자 Bearer MCP `/mcp`
+   - OCI Object Storage의 HR PDF
+   - Autonomous Database HMMAIPOC
+   - OCI Generative AI
+4. 3rd Party Cloud: AWS RDS for PostgreSQL
+
+ADB 내부에는 아래 실행 요소를 표시한다.
+
+- MCP Tool catalog와 시작 검증: `BACKOFFICE_MCP_TOOLS` → `USER_AI_AGENT_TOOLS.ENABLED`
+- ADB Agent Tool: `resolve_hr_term`, `search_hr_policy`
+- Java `SELECT_AI`: `search_hr_data`
+- 비면제 런타임 사용자 `CB_ORDS`
+- `HMM_ACCESS_CTX`, `HMM_LEAVE_SCOPE_POLICY`, HR 정형 테이블
+- 문서 메타데이터, Abstract, Tag, Chunk, Embed 4 Vector
+- `HMM_RDS_PG_LINK`와 `HMM_RDS_*_V`, 선사 배정 View
+
+모델 연결은 용도를 구분한다.
+
+- GPT-5.4 Mini: 질문 계획, Select AI SQL 생성, 답변 합성
+- Cohere Embed 4: HR 용어와 정책 문서 임베딩
+
+## 페이지 2: MCP 요청과 VPD 적용 흐름
+
+다음 순서를 번호로 표시한다.
+
+1. Agent가 인증된 `initialize`/`tools/list`를 호출한다.
+2. 백오피스가 사용자 Bearer Token의 해시, 만료, 회수와 재직 상태를 확인한다.
+3. `tools/call`에서 Tool 유형을 분기한다.
+4. `AGENT_TOOL`은 `DBMS_CLOUD_AI_AGENT.RUN_TOOL`을 호출한다.
+5. `search_hr_data`는 ADMIN 세션에서 `DBMS_CLOUD_AI.GENERATE(..., 'showsql')`로
+   승인 객체만 사용하는 읽기 전용 SQL을 만든다.
+6. 같은 `CB_ORDS` JDBC 세션에서 `CB_ORDS_HANDLER_PKG.SET_VPD_CONTEXT`를 호출한다.
+7. `HMM_ACCESS_CTX_PKG.SET_USER_BY_BEARER`가 `HMM_ACCESS_CTX`를 설정한다.
+8. `CB_ORDS`가 SQL을 실행하면 `HMM_LEAVE_SCOPE_POLICY`가 SELF/MANAGED_TEAM/ALL
+   predicate를 자동 적용한다.
+9. 트랜잭션을 rollback하고 `CLEAR_VPD_CONTEXT`로 세션 문맥을 제거한다.
+10. 필터링된 결과와 근거만 Agent에 반환한다.
+
+서버 기동 흐름은 요청 흐름과 분리한다. `AGENT_TOOL targetName`이
+`USER_AI_AGENT_TOOLS`에 없거나 `ENABLED`가 아니면 서버는 준비 상태가 되지 않으며
+불완전한 `tools/list`를 광고하지 않는다.
+
+## 시각 규칙
+
+- 기본 글꼴: `Oracle Sans`, 대체 글꼴 `Arial`, `sans-serif`
+- 본문 색: `#312D2A`
+- OCI 경계 배경/선: `#F5F4F2` / `#9E9892`
+- OCI 강조선: `#AE562C`
+- Oracle red 강조: `#C74634`
+- 외부 Cloud 경계: 흰색 배경, `#6B7280` 점선
+- 정상 데이터 흐름: 실선, 보안·컨텍스트 적용: Oracle red 실선, 관리/적재: 점선
+- 선 교차를 최소화하고 연결선에는 동작 이름을 직접 표기한다.
+- 스타일 가이드의 안내 전용 pink와 Courier New는 사용하지 않는다.
+
+## 생성기 계약
+
+`generate-hmm-oci-architecture.mjs`는 OCI Library 경로와 출력 디렉터리를 인자로 받는다.
+라이브러리에서 아래 공식 도형을 제목으로 찾아 원본 Draw.io에 포함한다.
+
+- `Identity and Security - User`
+- `Compute - Virtual Machine VM`
+- `Database - Autonomous DB`
+- `Analytics and AI - Artificial Intelligence`
+- `Storage - Object Storage`
+- `Identity and Security - Vault`
+
+필수 도형이 없으면 불완전한 그림을 만들지 않고 실패한다. 생성 결과는 비밀번호, Token,
+OCID를 포함하지 않는다.
+
+## 검증
+
+1. `.drawio`가 XML로 파싱되고 페이지가 정확히 2개다.
+2. 두 페이지 모두 필수 구성요소와 흐름 라벨을 포함한다.
+3. 공식 OCI 라이브러리 stencil이 원본에 포함된다.
+4. SVG를 PNG로 렌더링해 잘림, 겹침, 읽기 어려운 글자, 불필요한 선 교차를 확인한다.
+5. `git diff --check`와 비밀값 패턴 검사를 통과한다.
+
+## 롤백
+
+`docs/architecture/hmm-ai-data-access-architecture*`와 생성기를 제거하면 된다. 애플리케이션,
+DB, OCI 리소스와 운영 설정은 이 작업에서 변경하지 않는다.
+
+## 검증 결과
+
+- Draw.io XML 파싱: PASS
+- 페이지 수와 이름: `2` / `01 · 전체 구성`, `02 · MCP 요청과 VPD`
+- OCI 공식 stencil 포함: PASS
+- 필수 구성요소·보안 흐름 검사: PASS
+- 비밀값 패턴 검사: PASS
+- 동일 입력 재생성 byte 비교: PASS
+- diagrams.net 실제 렌더링: `1840×1120`, `1840×1090`
+- PNG 육안 검사: 흰 배경, 제목 대비, 구성요소 잘림 없음, 주요 연결선과 설명 식별 가능
diff --git a/tools/architecture/export-drawio.mjs b/tools/architecture/export-drawio.mjs
new file mode 100644
index 0000000..7bde93f
--- /dev/null
+++ b/tools/architecture/export-drawio.mjs
@@ -0,0 +1,118 @@
+#!/usr/bin/env node
+
+import fs from "node:fs";
+import path from "node:path";
+import { chromium } from "playwright";
+
+const sourcePath = path.resolve(
+  process.argv[2] || "docs/architecture/hmm-ai-data-access-architecture.drawio",
+);
+const outputDir = path.resolve(process.argv[3] || path.dirname(sourcePath));
+const source = fs.readFileSync(sourcePath, "utf8");
+const diagrams = [...source.matchAll(
+  /<diagram\b[^>]*name="([^"]+)"[^>]*>[\s\S]*?<\/diagram>/g,
+)];
+
+if (diagrams.length !== 2) {
+  throw new Error(`Expected 2 Draw.io pages, found ${diagrams.length}`);
+}
+
+const outputs = [
+  "hmm-ai-data-access-architecture-overview",
+  "hmm-ai-data-access-architecture-security-flow",
+];
+const embedUrl = "https://embed.diagrams.net/?embed=1&ui=min&spin=1&proto=json";
+
+function singlePageMxfile(diagram) {
+  return [
+    '<?xml version="1.0" encoding="UTF-8"?>',
+    '<mxfile host="app.diagrams.net" compressed="false">',
+    diagram,
+    "</mxfile>",
+  ].join("");
+}
+
+function decodeDataUrl(data, mimeType) {
+  const base64Prefix = `data:${mimeType};base64,`;
+  if (data.startsWith(base64Prefix)) {
+    return Buffer.from(data.slice(base64Prefix.length), "base64");
+  }
+  const utf8Prefix = `data:${mimeType},`;
+  if (data.startsWith(utf8Prefix)) {
+    return Buffer.from(decodeURIComponent(data.slice(utf8Prefix.length)), "utf8");
+  }
+  throw new Error(`Unexpected diagrams.net export prefix: ${data.slice(0, 80)}`);
+}
+
+async function exportPage(browser, xml, format) {
+  const page = await browser.newPage({ viewport: { width: 1600, height: 1000 } });
+  const html = `<!doctype html>
+<meta charset="utf-8">
+<script>
+window.inputXml = ${JSON.stringify(xml)};
+window.exportResult = null;
+window.exportError = null;
+window.addEventListener("message", (event) => {
+  let message = event.data;
+  try {
+    if (typeof message === "string") message = JSON.parse(message);
+  } catch (_error) {
+    return;
+  }
+  if (!message || !message.event) return;
+  if (message.event === "init") {
+    event.source.postMessage(JSON.stringify({
+      action: "load",
+      xml: window.inputXml,
+      autosave: 0
+    }), "*");
+  } else if (message.event === "load") {
+    event.source.postMessage(JSON.stringify({
+      action: "export",
+      format: ${JSON.stringify(format)},
+      xml: window.inputXml,
+      border: 20,
+      scale: 1
+    }), "*");
+  } else if (message.event === "export") {
+    window.exportResult = message.data;
+  } else if (message.event === "error") {
+    window.exportError = JSON.stringify(message);
+  }
+});
+</script>
+<iframe title="diagrams.net exporter" style="width:100vw;height:100vh;border:0"
+  src="${embedUrl}"></iframe>`;
+  await page.setContent(html, { waitUntil: "domcontentloaded" });
+  await page.waitForFunction(
+    () => window.exportResult || window.exportError,
+    null,
+    { timeout: 120000 },
+  );
+  const result = await page.evaluate(() => ({
+    data: window.exportResult,
+    error: window.exportError,
+  }));
+  await page.close();
+  if (result.error) {
+    throw new Error(result.error);
+  }
+  return result.data;
+}
+
+fs.mkdirSync(outputDir, { recursive: true });
+const browser = await chromium.launch({ headless: true });
+try {
+  for (let index = 0; index < diagrams.length; index += 1) {
+    const xml = singlePageMxfile(diagrams[index][0]);
+    for (const format of ["svg", "png"]) {
+      const data = await exportPage(browser, xml, format);
+      const mimeType = format === "svg" ? "image/svg+xml" : "image/png";
+      const output = path.join(outputDir, `${outputs[index]}.${format}`);
+      fs.writeFileSync(output, decodeDataUrl(data, mimeType));
+      console.log(output);
+    }
+  }
+} finally {
+  await browser.close();
+}
diff --git a/tools/architecture/generate-hmm-oci-architecture.mjs b/tools/architecture/generate-hmm-oci-architecture.mjs
new file mode 100644
index 0000000..eae5979
--- /dev/null
+++ b/tools/architecture/generate-hmm-oci-architecture.mjs
@@ -0,0 +1,801 @@
+#!/usr/bin/env node
+
+import fs from "node:fs";
+import path from "node:path";
+import zlib from "node:zlib";
+
+const DEFAULT_OUTPUT_DIR = "docs/architecture";
+const libraryInput = process.argv[2] || process.env.OCI_DRAWIO_LIBRARY;
+if (!libraryInput) {
+  throw new Error(
+    "OCI Draw.io library path is required as the first argument or OCI_DRAWIO_LIBRARY",
+  );
+}
+const libraryPath = path.resolve(libraryInput);
+const outputDir = path.resolve(process.argv[3] || DEFAULT_OUTPUT_DIR);
+
+const COLORS = {
+  ink: "#312D2A",
+  muted: "#5B5652",
+  oracleRed: "#C74634",
+  oracleOrange: "#AE562C",
+  regionFill: "#F5F4F2",
+  regionStroke: "#9E9892",
+  panel: "#FFFFFF",
+  panelSoft: "#FCFBFA",
+  thirdParty: "#6B7280",
+  success: "#2F6B4F",
+  blue: "#2F6F8F",
+};
+
+const REQUIRED_ICONS = [
+  "Identity and Security - User",
+  "Compute - Virtual Machine VM",
+  "Database - Autonomous DB",
+  "Analytics and AI - Artificial Intelligence",
+  "Storage - Object Storage",
+  "Identity and Security - Vault",
+];
+
+function escapeXml(value) {
+  return String(value)
+    .replaceAll("&", "&amp;")
+    .replaceAll("<", "&lt;")
+    .replaceAll(">", "&gt;")
+    .replaceAll('"', "&quot;");
+}
+
+function readLibrary(file) {
+  const raw = fs.readFileSync(file, "utf8").trim();
+  const prefix = "<mxlibrary>";
+  const suffix = "</mxlibrary>";
+  if (!raw.startsWith(prefix) || !raw.endsWith(suffix)) {
+    throw new Error(`Invalid Draw.io library: ${file}`);
+  }
+  const entries = JSON.parse(raw.slice(prefix.length, -suffix.length));
+  const byTitle = new Map(entries.map((entry) => [entry.title, entry]));
+  const missing = REQUIRED_ICONS.filter((title) => !byTitle.has(title));
+  if (missing.length) {
+    throw new Error(`Required OCI library shapes not found: ${missing.join(", ")}`);
+  }
+  return byTitle;
+}
+
+function decodeLibraryEntry(entry) {
+  const encoded = Buffer.from(entry.xml, "base64");
+  return decodeURIComponent(zlib.inflateRawSync(encoded).toString("utf8"));
+}
+
+function style(parts) {
+  return Object.entries(parts)
+    .filter(([, value]) => value !== undefined && value !== null)
+    .map(([key, value]) => `${key}=${value}`)
+    .join(";") + ";";
+}
+
+function createPage(name, id, width, height) {
+  let sequence = 1;
+  const cells = [
+    `<mxCell id="${id}_background" value="" style="rounded=0;whiteSpace=wrap;html=1;fillColor=#FFFFFF;strokeColor=none;locked=1;" vertex="1" connectable="0" parent="1">`
+    + `<mxGeometry x="0" y="0" width="${width}" height="${height}" as="geometry"/>`
+    + `</mxCell>`,
+  ];
+  const nextId = (prefix = "c") => `${id}_${prefix}_${sequence++}`;
+
+  function vertex({
+    x,
+    y,
+    w,
+    h,
+    value = "",
+    cellStyle,
+    parent = "1",
+    cellId = nextId("v"),
+    connectable,
+  }) {
+    const connectableAttr = connectable === false ? ' connectable="0"' : "";
+    cells.push(
+      `<mxCell id="${cellId}" value="${escapeXml(value)}" style="${escapeXml(cellStyle)}" vertex="1" parent="${parent}"${connectableAttr}>`
+      + `<mxGeometry x="${x}" y="${y}" width="${w}" height="${h}" as="geometry"/>`
+      + `</mxCell>`,
+    );
+    return cellId;
+  }
+
+  function edge({
+    source,
+    target,
+    value = "",
+    cellStyle,
+    points = [],
+    cellId = nextId("e"),
+  }) {
+    const pointXml = points.length
+      ? `<Array as="points">${points.map(([x, y]) => `<mxPoint x="${x}" y="${y}"/>`).join("")}</Array>`
+      : "";
+    cells.push(
+      `<mxCell id="${cellId}" value="${escapeXml(value)}" style="${escapeXml(cellStyle)}" edge="1" parent="1" source="${source}" target="${target}">`
+      + `<mxGeometry relative="1" as="geometry">${pointXml}</mxGeometry>`
+      + `</mxCell>`,
+    );
+    return cellId;
+  }
+
+  function officialIcon(library, title, x, y, parent = "1") {
+    const entry = library.get(title);
+    const decoded = decodeLibraryEntry(entry);
+    const sourceCells = [
+      ...decoded.matchAll(/<mxCell\b[^>]*\/>|<mxCell\b[^>]*>[\s\S]*?<\/mxCell>/g),
+    ].map((match) => match[0]);
+    const parsed = sourceCells
+      .map((xml) => ({
+        xml,
+        id: xml.match(/\bid="([^"]+)"/)?.[1],
+        parent: xml.match(/\bparent="([^"]+)"/)?.[1],
+        value: xml.match(/\bvalue="([^"]*)"/)?.[1] ?? "",
+      }))
+      .filter((cell) => cell.id && !["0", "1"].includes(cell.id));
+    const included = parsed.filter((cell) => !cell.value.trim());
+    const wrapperId = nextId("oci");
+    cells.push(
+      `<mxCell id="${wrapperId}" value="" style="group" vertex="1" connectable="0" parent="${parent}">`
+      + `<mxGeometry x="${x}" y="${y}" width="${entry.w}" height="90" as="geometry"/>`
+      + `</mxCell>`,
+    );
+    const idMap = new Map(included.map((cell) => [cell.id, nextId("ociPart")]));
+    for (const cell of included) {
+      let xml = cell.xml;
+      xml = xml.replace(/\bid="([^"]+)"/, `id="${idMap.get(cell.id)}"`);
+      xml = xml.replace(/\bparent="([^"]+)"/, (_match, oldParent) => {
+        if (oldParent === "1") {
+          return `parent="${wrapperId}"`;
+        }
+        return `parent="${idMap.get(oldParent) || wrapperId}"`;
+      });
+      xml = xml.replace(/\b(source|target)="([^"]+)"/g, (_match, attr, oldId) =>
+        `${attr}="${idMap.get(oldId) || oldId}"`);
+      cells.push(xml);
+    }
+    return wrapperId;
+  }
+
+  function result() {
+    const model = [
+      `<mxGraphModel dx="1600" dy="1000" grid="1" gridSize="10" guides="1" tooltips="1" connect="1" arrows="1" fold="1" page="1" pageScale="1" pageWidth="${width}" pageHeight="${height}" background="#FFFFFF" math="0" shadow="0">`,
+      "<root>",
+      '<mxCell id="0"/>',
+      '<mxCell id="1" parent="0"/>',
+      ...cells,
+      "</root>",
+      "</mxGraphModel>",
+    ].join("");
+    return `<diagram id="${id}" name="${escapeXml(name)}">${model}</diagram>`;
+  }
+
+  return { vertex, edge, officialIcon, result };
+}
+
+const labelStyle = (options = {}) => style({
+  rounded: 0,
+  whiteSpace: "wrap",
+  html: 1,
+  strokeColor: "none",
+  fillColor: "none",
+  align: options.align || "left",
+  verticalAlign: options.verticalAlign || "middle",
+  fontFamily: "Oracle Sans",
+  fontColor: options.fontColor || COLORS.ink,
+  fontSize: options.fontSize || 12,
+  fontStyle: options.bold ? 1 : 0,
+  spacingLeft: options.spacingLeft || 0,
+  spacingRight: options.spacingRight || 0,
+});
+
+const panelStyle = (options = {}) => style({
+  rounded: 1,
+  arcSize: options.arcSize || 8,
+  whiteSpace: "wrap",
+  html: 1,
+  fillColor: options.fillColor || COLORS.panel,
+  strokeColor: options.strokeColor || COLORS.regionStroke,
+  strokeWidth: options.strokeWidth || 1,
+  dashed: options.dashed ? 1 : 0,
+  fontFamily: "Oracle Sans",
+  fontColor: options.fontColor || COLORS.ink,
+  fontSize: options.fontSize || 12,
+  align: options.align || "center",
+  verticalAlign: options.verticalAlign || "middle",
+  spacing: options.spacing || 6,
+  spacingLeft: options.spacingLeft,
+  spacingRight: options.spacingRight,
+});
+
+const edgeStyle = (options = {}) => style({
+  edgeStyle: "orthogonalEdgeStyle",
+  rounded: 1,
+  orthogonalLoop: 1,
+  jettySize: "auto",
+  html: 1,
+  strokeColor: options.strokeColor || COLORS.ink,
+  strokeWidth: options.strokeWidth || 2,
+  dashed: options.dashed ? 1 : 0,
+  endArrow: options.endArrow || "block",
+  endFill: options.endFill === false ? 0 : 1,
+  fontFamily: "Oracle Sans",
+  fontColor: options.fontColor || COLORS.ink,
+  fontSize: options.fontSize || 11,
+  labelBackgroundColor: "#FFFFFF",
+  exitX: options.exitX,
+  exitY: options.exitY,
+  entryX: options.entryX,
+  entryY: options.entryY,
+});
+
+function title(page, heading, subtitle, width) {
+  page.vertex({
+    x: 36,
+    y: 22,
+    w: width - 72,
+    h: 38,
+    value: heading,
+    cellStyle: labelStyle({ fontSize: 25, bold: true }),
+  });
+  page.vertex({
+    x: 38,
+    y: 60,
+    w: width - 76,
+    h: 28,
+    value: subtitle,
+    cellStyle: labelStyle({ fontSize: 12, fontColor: COLORS.muted }),
+  });
+  page.vertex({
+    x: 36,
+    y: 92,
+    w: width - 72,
+    h: 3,
+    cellStyle: panelStyle({
+      fillColor: COLORS.oracleRed,
+      strokeColor: COLORS.oracleRed,
+      arcSize: 0,
+    }),
+  });
+}
+
+function boundary(page, x, y, w, h, heading, options = {}) {
+  const box = page.vertex({
+    x,
+    y,
+    w,
+    h,
+    value: "",
+    cellStyle: panelStyle({
+      fillColor: options.fillColor || COLORS.regionFill,
+      strokeColor: options.strokeColor || COLORS.regionStroke,
+      strokeWidth: options.strokeWidth || 1,
+      dashed: options.dashed,
+      arcSize: options.arcSize || 7,
+    }),
+  });
+  page.vertex({
+    x: x + 14,
+    y: y + 8,
+    w: w - 28,
+    h: 26,
+    value: `<b>${heading}</b>`,
+    cellStyle: labelStyle({
+      fontSize: options.fontSize || 13,
+      fontColor: options.headingColor || COLORS.ink,
+    }),
+  });
+  return box;
+}
+
+function addOverviewPage(library) {
+  const page = createPage("01 · 전체 구성", "hmm-overview", 1800, 1080);
+  title(
+    page,
+    "HMM AI 데이터 접근 아키텍처",
+    "사용자 Bearer MCP · Select AI · VPD · HR 정책 벡터 검색 · AWS RDS PostgreSQL Federation",
+    1800,
+  );
+
+  boundary(page, 30, 120, 190, 790, "HMM 사용자", {
+    fillColor: COLORS.panelSoft,
+  });
+  page.officialIcon(library, "Identity and Security - User", 80, 165);
+  const users = page.vertex({
+    x: 54,
+    y: 270,
+    w: 142,
+    h: 150,
+    value: "<b>팀장 · E1001</b><br>팀원 · E1002~E1007<br>HR 관리자<br><br><font color=\"#5B5652\">같은 질문이라도 역할과 보고 관계에 따라 다른 행을 조회</font>",
+    cellStyle: panelStyle({ fillColor: "#FFFFFF", strokeColor: "#D4CFCA" }),
+  });
+  const externalAgent = page.vertex({
+    x: 54,
+    y: 465,
+    w: 142,
+    h: 115,
+    value: "<b>외부 Agent</b><br>AI Database Private<br>Agent Factory<br><br><font color=\"#5B5652\">MCP client</font>",
+    cellStyle: panelStyle({ fillColor: "#FFFFFF", strokeColor: "#D4CFCA" }),
+  });
+  page.vertex({
+    x: 54,
+    y: 625,
+    w: 142,
+    h: 210,
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+    cellStyle: panelStyle({ fillColor: "#FFFFFF", strokeColor: "#D4CFCA" }),
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+    cellStyle: panelStyle({ fillColor: "#FFFFFF", strokeColor: COLORS.oracleRed }),
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+
+  page.officialIcon(library, "Identity and Security - Vault", 330, 635);
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+    target: genai,
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+    target: rds,
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+}
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+}
+
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+  page.edge({ source: execute, target: policy, value: "SELECT → predicate 주입", cellStyle: edgeStyle({ strokeColor: COLORS.oracleRed }) });
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+    w: 555,
+    h: 110,
+    value: "<b>보안 불변조건</b><br>• Token 원문은 DB·로그·응답·Git에 저장하지 않음<br>• SQL 생성 ADMIN과 실행 CB_ORDS를 분리<br>• 컨텍스트 설정과 보호 객체 SELECT는 반드시 같은 connection<br>• 권한 또는 메타데이터가 불완전하면 결과를 축소하는 대신 요청/기동 실패",
+    cellStyle: panelStyle({ fillColor: "#FFF7F2", strokeColor: COLORS.oracleRed, align: "left", verticalAlign: "middle", spacing: 10 }),
+  });
+  return page.result();
+}
+
+function writeDrawio(library) {
+  const diagrams = [addOverviewPage(library), addSecurityFlowPage(library)];
+  const mxfile = [
+    '<?xml version="1.0" encoding="UTF-8"?>',
+    '<mxfile host="app.diagrams.net" modified="2026-08-04T00:00:00.000Z" agent="cloud-handson" version="24.2" type="device" compressed="false">',
+    ...diagrams,
+    "</mxfile>",
+  ].join("\n");
+  fs.mkdirSync(outputDir, { recursive: true });
+  const output = path.join(outputDir, "hmm-ai-data-access-architecture.drawio");
+  fs.writeFileSync(output, mxfile, "utf8");
+  return output;
+}
+
+const library = readLibrary(libraryPath);
+const output = writeDrawio(library);
+console.log(output);
diff --git a/tools/architecture/validate-hmm-architecture.mjs b/tools/architecture/validate-hmm-architecture.mjs
new file mode 100644
index 0000000..a2b139d
--- /dev/null
+++ b/tools/architecture/validate-hmm-architecture.mjs
@@ -0,0 +1,82 @@
+#!/usr/bin/env node
+
+import fs from "node:fs";
+import path from "node:path";
+
+const architectureDir = path.resolve(process.argv[2] || "docs/architecture");
+const drawioPath = path.join(
+  architectureDir,
+  "hmm-ai-data-access-architecture.drawio",
+);
+const drawio = fs.readFileSync(drawioPath, "utf8");
+const diagrams = [...drawio.matchAll(
+  /<diagram\b[^>]*name="([^"]+)"[^>]*>([\s\S]*?)<\/diagram>/g,
+)];
+
+function assert(condition, message) {
+  if (!condition) {
+    throw new Error(message);
+  }
+}
+
+assert(diagrams.length === 2, `Expected 2 pages, found ${diagrams.length}`);
+assert(
+  diagrams.map((match) => match[1]).join("|") ===
+    "01 · 전체 구성|02 · MCP 요청과 VPD",
+  "Unexpected Draw.io page names",
+);
+
+for (const [name, page] of diagrams.map((match) => [match[1], match[2]])) {
+  const ids = [...page.matchAll(/<mxCell\b[^>]*\bid="([^"]+)"/g)]
+    .map((match) => match[1]);
+  assert(ids.length === new Set(ids).size, `Duplicate mxCell id in ${name}`);
+  assert(page.includes("shape=stencil("), `OCI stencil missing in ${name}`);
+}
+
+const requiredText = [
+  "Autonomous Database",
+  "OCI Generative AI",
+  "Object Storage",
+  "AWS RDS PostgreSQL",
+  "BACKOFFICE_MCP_TOOLS",
+  "USER_AI_AGENT_TOOLS.ENABLED",
+  "CB_ORDS",
+  "HMM_ACCESS_CTX",
+  "HMM_LEAVE_SCOPE_POLICY",
+  "HMM_RDS_PG_LINK",
+  "SET_USER_BY_BEARER",
+  "CLEAR_VPD_CONTEXT",
+];
+for (const text of requiredText) {
+  assert(drawio.includes(text), `Required architecture text missing: ${text}`);
+}
+
+const forbidden = [
+  /vpd_live_[A-Za-z0-9_-]{8,}/,
+  /Bearer\s+[A-Za-z0-9_-]{20,}/,
+  /BEGIN (?:RSA |OPENSSH )?PRIVATE KEY/,
+  /Dhfkzmf#/,
+];
+for (const pattern of forbidden) {
+  assert(!pattern.test(drawio), `Sensitive value pattern found: ${pattern}`);
+}
+
+const renderNames = [
+  "hmm-ai-data-access-architecture-overview",
+  "hmm-ai-data-access-architecture-security-flow",
+];
+for (const name of renderNames) {
+  const svg = fs.readFileSync(path.join(architectureDir, `${name}.svg`), "utf8");
+  assert(svg.includes("<svg"), `Invalid SVG render: ${name}`);
+  const png = fs.readFileSync(path.join(architectureDir, `${name}.png`));
+  assert(
+    png.subarray(0, 8).equals(Buffer.from([137, 80, 78, 71, 13, 10, 26, 10])),
+    `Invalid PNG render: ${name}`,
+  );
+  const width = png.readUInt32BE(16);
+  const height = png.readUInt32BE(20);
+  assert(width >= 1600 && height >= 900, `Render is too small: ${name} ${width}x${height}`);
+  console.log(`${name}: ${width}x${height}`);
+}
+
+console.log("HMM OCI architecture validation: PASS");