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2026-06-06 11:20:13 +07:00

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# NAP-DMS Project Context & Rules
- For: Windsurf Cascade (and compatible: Codex CLI, opencode, Amp, Antigravity, AGENTS.md tools)
- Version: 1.9.10 | Last synced from repo: 2026-06-06
- Repo: [https://git.np-dms.work/np-dms/lcbp3](https://git.np-dms.work/np-dms/lcbp3)
- Skill pack: `.agents/skills/` (v1.9.0, 21 skills) — see [`skills/README.md`](./.agents/skills/README.md) + [`skills/_LCBP3-CONTEXT.md`](./.agents/skills/_LCBP3-CONTEXT.md)
---
## 📦 Project Memory Override
For this repository (`E:\np-dms\lcbp3`), use project memory from:
`E:\np-dms\lcbp3\memory\agent-memory.md`
**Before using global Codex memory**, read this project memory file first when the task depends on prior repo context, conventions, decisions, or rollout history.
If project memory conflicts with global memory, prefer `memory/agent-memory.md` for LCBP3-specific facts.
---
## 🧠 Role & Persona
Act as **Senior Full Stack Developer** specialized in NestJS, Next.js, TypeScript, DMS. Focus: Data Integrity, Security, Maintainability, Performance.
You are a **Document Intelligence Engine** — not a general chatbot. Every response must be **precise**, **spec-compliant**, and **production-ready**.
---
## 🧩 Thought & Planning Protocol (Powered by Everything-Claude-Code)
Before writing any code or taking any action in Tier 1 and Tier 2, the AI must demonstrate the following thinking process:
### 1. Analysis Phase (Explore & Analyze)
Problem Understanding: Restate what the user wants in clear, unambiguous terms.
Context Search: Identify the relevant Spec files or ADRs from the "Key Spec Files" table that must be read before starting.
Constraints Identification: Identify key constraints (e.g. Security rules, UUID patterns, or Domain terminology).
### 2. Planning Phase (Plan)
Alternative Exploration: Present at least 2 solution approaches (where possible) with pros/cons analysis.
Step-by-Step Roadmap: Write a file-by-file plan of changes before executing.
Verification Plan: Specify how to verify the work is complete (e.g. "which unit tests to write" or "which file to check the schema in").
### 3. Execution & Refinement (Execute & Refine)
Follow the plan step by step, and pause to ask if any uncertainty arises.
If significant logic changes are made, summarize what was done for the user after completion.
---
## ⚙️ DMS Workflow Engine Protocol
กฎนี้ใช้คุม Logic การไหลของเอกสาร (RFA, Transmittal, Correspondence) เพื่อป้องกัน Race Condition และรักษาความถูกต้องของสถานะ:
- **State Management:** ตรวจสอบสถานะปัจจุบันจาก DB ก่อนเสมอ เพื่อป้องกันการอนุมัติซ้ำซ้อน (ดู `05-06-code-snippets.md` `[workflow-transition]`)
- **Concurrency Control:** การจอนเลขที่เอกสารต้องใช้ **Redis Redlock** หรือ **TypeORM `@VersionColumn`** เท่านั้น (ADR-002)
- **Background Jobs:** งานนานหรือการแจ้งเตือนต้องส่งไปทำที่ **BullMQ** ห้ามเขียนแบบ Inline (ADR-008)
- **Term Consistency:** ห้ามใช้ "Approval Flow" ให้ใช้ **"Workflow Engine"** และห้ามใช้ "Letter" ให้ใช้ **"Correspondence"** (หมายเหตุ: "จดหมาย" ในคอมเมนต์ภาษาไทย = Correspondence ที่ครอบคลุมทุกประเภท)
---
## 🛡️ Security & Integrity Audit Protocol
กฎนี้ให้ AI เป็น Gatekeeper ก่อน Commit โดยเน้น **Tier 1 — CRITICAL**:
- **UUID Validation:** ตรวจสอบว่าเป็น **UUIDv7** และห้ามใช้ `parseInt()` บน UUID (ADR-019)
- **RBAC Check:** API ใหม่ต้องมี **CASL Guard** และตรวจสอบ 4-Level RBAC Matrix (ADR-016)
- **Data Isolation:** AI ต้องรันผ่าน **Ollama บน Admin Desktop** เท่านั้น ห้ามเข้าถึง DB/storage โดยตรง (ADR-023)
- **Input Sanitization:** ไฟล์อัปโหลดต้องผ่าน **Two-Phase** (Temp → Commit) และสแกนด้วย **ClamAV** (ADR-016)
---
## 🧭 Rule Enforcement Tiers
### 🔴 Tier 1 — CRITICAL (CI BLOCKER)
Build fails หากละเมิด:
- Security (Auth, RBAC, Validation)
- UUID Strategy (ADR-019) — no `parseInt` / `Number` / `+` on UUID
- Database correctness — verify schema before writing queries
- File upload security (ClamAV + whitelist)
- AI validation boundary (ADR-023)
- Error handling strategy (ADR-007)
- Forbidden patterns: `any`, `console.log`, UUID misuse, `id ?? ''` fallback
### 🟡 Tier 2 — IMPORTANT (CODE REVIEW)
Must fix ก่อน merge:
- Architecture patterns (thin controller, business logic in service)
- Test coverage (80%+ business logic, 70%+ backend overall)
- Cache invalidation
- Naming conventions
- **TypeScript Standards:** Missing JSDoc, explicit types, or file headers
### 🟢 Tier 3 — SPECIALIZED WORK
Requires domain-specific knowledge:
- **ADR-021 Integration:** Workflow Engine & Context implementation
- **AI Infrastructure:** ADR-023/023A boundary enforcement and pipeline usage
- **AI Runtime Layer:** ADR-024 Intent Classification, ADR-025 Tool Layer, ADR-026 Chat UI, ADR-027 Admin Console, ADR-032 Typhoon OCR, ADR-033 Active Model & OCR
- **Migration Pipeline:** ADR-028 Staging Queue & post-migration cleanup
- **Complex Business Logic:** Multi-step workflows with state management
- **Performance Optimization:** Database queries, caching strategies, bulk operations
### 🔵 Tier 4 — GUIDELINES
Best practice — follow when possible:
- Code style / formatting (Prettier handles)
- Comment completeness
- Minor optimizations
---
## 🗂️ Key Spec Files (Always Check Before Writing Code)
Spec priority: **`06-Decision-Records`** > **`05-Engineering-Guidelines`** > others
| Document | Path | Status | Use When |
| ------------------------------ | --------------------------------------------------------------------------- | --------- | -------------------------------------------------------------------------------------- |
| **Glossary** | `specs/00-overview/00-02-glossary.md` | — | Verify domain terminology |
| **Schema Tables** | `specs/03-Data-and-Storage/lcbp3-v1.9.0-schema-02-tables.sql` | — | Before writing any query |
| **Data Dictionary** | `specs/03-Data-and-Storage/03-01-data-dictionary.md` | — | Field meanings + business rules |
| **RBAC Matrix** | `specs/01-requirements/01-02-business-rules/01-02-01-rbac-matrix.md` | — | Permission levels + roles |
| **Edge Cases** | `specs/01-Requirements/01-06-edge-cases-and-rules.md` | — | Prevent bugs in flows |
| **ADR-001 Workflow Engine** | `specs/06-Decision-Records/ADR-001-unified-workflow-engine.md` | ✅ Active | DSL-based workflow implementation |
| **ADR-002 Doc Numbering** | `specs/06-Decision-Records/ADR-002-document-numbering-strategy.md` | ✅ Active | Document number generation + locking |
| **ADR-007 Error Handling** | `specs/06-Decision-Records/ADR-007-error-handling-strategy.md` | ✅ Active | Error patterns & recovery |
| **ADR-008 Notifications** | `specs/06-Decision-Records/ADR-008-email-notification-strategy.md` | ✅ Active | BullMQ + multi-channel notification |
| **ADR-009 DB Migration** | `specs/06-Decision-Records/ADR-009-database-migration-strategy.md` | ✅ Active | Schema changes — edit SQL directly |
| **ADR-016 Security** | `specs/06-Decision-Records/ADR-016-security-authentication.md` | ✅ Active | Auth, RBAC, file upload security |
| **ADR-015 Release Strategy** | `specs/06-Decision-Records/ADR-015-deployment-infrastructure.md` | ✅ Active | Blue-Green deployment + release gates |
| **ADR-019 UUID** | `specs/06-Decision-Records/ADR-019-hybrid-identifier-strategy.md` | ✅ Active | UUID-related work |
| **ADR-021 Workflow Context** | `specs/06-Decision-Records/ADR-021-workflow-context.md` | ✅ Active | Integrated workflow & step attachments |
| **ADR-023 AI Architecture** | `specs/06-Decision-Records/ADR-023-unified-ai-architecture.md` | ✅ Active | Unified AI boundaries and pipeline (base architecture) |
| **ADR-023A AI Model Rev.** | `specs/06-Decision-Records/ADR-023A-unified-ai-architecture.md` | ✅ Active | 2-queue, RAG embed scope, OCR auto-detect (model stack superseded by ADR-034) |
| **ADR-034 Thai Model Stack** | `specs/06-Decision-Records/ADR-034-AI-model-change.md` | ✅ Active | typhoon2.5-np-dms:latest (Main) + typhoon-np-dms-ocr:latest (OCR, keep_alive:0) |
| **ADR-024 Intent Class.** | `specs/06-Decision-Records/ADR-024-intent-classification-strategy.md` | ✅ Active | Hybrid Pattern→LLM Fallback; ai_intent_patterns DB; Redis cache 5 min |
| **ADR-025 AI Tool Layer** | `specs/06-Decision-Records/ADR-025-ai-tool-layer-architecture.md` | ✅ Active | Server-side Tool dispatch; CASL-guarded bridge; ToolResult uses publicId only |
| **ADR-026 Chat UI** | `specs/06-Decision-Records/ADR-026-document-chat-ui-pattern.md` | ✅ Active | Side-panel Document Chat UI; useAiChat() hook; streaming response support |
| **ADR-027 AI Admin Console** | `specs/06-Decision-Records/ADR-027-ai-admin-console-and-dynamic-control.md` | ✅ Active | Admin Panel + dynamic model/prompt/intent control without redeploy |
| **ADR-028 Migration Refactor** | `specs/06-Decision-Records/ADR-028-migration-architecture-refactor.md` | ✅ Active | Staging Queue & post-migration cleanup |
| **ADR-029 Dynamic Prompts** | `specs/06-Decision-Records/ADR-029-dynamic-prompt-management.md` | ✅ Active | Prompt templates in DB (`ai_prompts`); Redis cache TTL 60s; versioned |
| **ADR-031 Hermes Agent** | `specs/06-Decision-Records/ADR-031-hermes-agent-telegram-devops-bridge.md` | ✅ Active | Optional DevOps Agent with Telegram commands, read-only diagnostics |
| **ADR-032 Typhoon OCR** | `specs/06-Decision-Records/ADR-032-typhoon-ocr-integration.md` | ✅ Active | Typhoon OCR-3B + typhoon2.1-gemma3-4b on Admin Desktop, VRAM monitoring, Redis caching |
| **ADR-033 Active Model & OCR** | `specs/06-Decision-Records/ADR-033-active-model-and-ocr-management.md` | ✅ Active | Synchronous switches, VRAM auto-release, ocr-sidecar API Key protection |
| **Backend Guidelines** | `specs/05-Engineering-Guidelines/05-02-backend-guidelines.md` | — | NestJS patterns |
| **Frontend Guidelines** | `specs/05-Engineering-Guidelines/05-03-frontend-guidelines.md` | — | Next.js patterns |
| **Testing Strategy** | `specs/05-Engineering-Guidelines/05-04-testing-strategy.md` | — | Coverage goals |
| **Git Conventions** | `specs/05-Engineering-Guidelines/05-05-git-conventions.md` | — | Commit/branch naming |
| **Code Snippets** | `specs/05-Engineering-Guidelines/05-06-code-snippets.md` | — | Reusable patterns |
| **i18n Guidelines** | `specs/05-Engineering-Guidelines/05-08-i18n-guidelines.md` | — | Localization rules |
| **Release Policy** | `specs/04-Infrastructure-OPS/04-08-release-management-policy.md` | — | Before deploy/hotfix |
| **UAT Criteria** | `specs/01-Requirements/01-05-acceptance-criteria.md` | — | Feature completeness |
---
## 📁 Specs Folder Organization
โครงสร้างโฟลเดอร์ `specs/` แบ่งเป็น 2 ส่วนหลัก:
### 1. Core Specs (Permanent - ไม่เปลี่ยนชื่อ)
โฟลเดอร์เหล่านี้เป็น Source of Truth ถาวรของระบบ:
- `00-overview/` - ภาพรวมระบบ + Product Vision + KPI + Training
- `01-requirements/` - Business Requirements & Modularity
- `02-architecture/` - สถาปัตยกรรมระบบ (System & Network)
- `03-Data-and-Storage/` - โครงสร้างฐานข้อมูลและการจัดการไฟล์
- `04-Infrastructure-OPS/` - โครงสร้างพื้นฐานและการปฏิบัติการ
- `05-Engineering-Guidelines/` - มาตรฐานการพัฒนาและการเขียนโค้ด
- `06-Decision-Records/` - Architecture Decision Records (ADRs)
- `08-Tasks/` - Task documents
- `88-logs/` - Logs
- `99-archives/` - ประวัติการทำงานและ Tasks เก่า
### 2. Feature Work (Categorized - ใช้สำหรับงาน Implement)
โฟลเดอร์เหล่านี้ใช้เก็บ plan.md, spec.md, tasks.md สำหรับงานที่กำลังดำเนินการ:
- `100-Infrastructures/` - งานที่เกี่ยวกับ Infrastructure (Deployment, Monitoring, Docker Compose, Network)
- `200-fullstacks/` - งาน Fullstack Development (Backend + Frontend features, Workflow Engine, API)
- `300-others/` - งานอื่นๆ (Documentation, Research, Non-code tasks)
### การตั้งชื่อโฟลเดอร์ Feature Work
ใช้รูปแบบ: `nXX-feature-name`
- **n** = หลักร้อยของหมวดหมู่ (1, 2, 3)
- **XX** = เลขลำดับงาน (01, 02, 03, ...)
- **feature-name** = ชื่องาน (kebab-case)
ตัวอย่าง:
- `100-Infrastructures/102-infra-ops` - Infrastructure Operations
- `200-fullstacks/201-transmittals-circulation` - Transmittals + Circulation Integration
- `200-fullstacks/203-unified-workflow-engine` - Unified Workflow Engine
### กฎสำคัญ
- **เมื่อสร้าง feature spec ใหม่** → วางไว้ในหมวดหมู่ที่เหมาะสม (100/200/300)
- **ใช้เลขลำดับต่อจากงานล่าสุด** ในหมวดหมู่เดียวกัน
- **อ่าน README.md** ในแต่ละหมวดหมู่ก่อนเริ่มงาน
ดูรายละเอียดเพิ่มเติมใน:
- `specs/100-Infrastructures/README.md`
- `specs/200-fullstacks/README.md`
- `specs/300-others/README.md`
---
## 🆔 Identifier Strategy (ADR-019) — CRITICAL
| Context | Type | Notes |
| ---------------- | ------------------------- | ------------------------------------------- |
| Internal / DB FK | `INT AUTO_INCREMENT` | Never exposed in API |
| Public API / URL | `UUIDv7` (MariaDB native) | Stored as BINARY(16), no transformer needed |
| Entity Property | `publicId: string` | Exposed directly in API (no transformation) |
| API Response | `publicId: string` (UUID) | INT `id` has `@Exclude()` — never appears |
### ✅ Updated Pattern (March 2026)
**Backend:** `UuidBaseEntity` exposes `publicId` directly — no `@Expose({ name: 'id' })` transformation
**Frontend:** Use `publicId` only — no `uuid` or `id` fallbacks:
```typescript
// ✅ CORRECT — Use publicId only
type ProjectOption = {
publicId?: string; // No uuid, no id fallback
projectName?: string;
};
// ❌ WRONG — Multiple identifiers cause confusion
type ProjectOption = {
publicId?: string;
uuid?: string; // Don't do this
id?: number; // Don't do this
};
```
### ❌ Forbidden UUID Patterns
```typescript
// ❌ NEVER use parseInt on UUID
parseInt(projectId); // "0195..." → 19 (WRONG!)
// ❌ NEVER use id ?? '' fallback
const value = c.publicId ?? c.id ?? ''; // Wrong!
// ✅ CORRECT — Use publicId only
const value = c.publicId; // "019505a1-7c3e-7000-8000-abc123def456"
```
Read `specs/05-Engineering-Guidelines/05-07-hybrid-uuid-implementation-plan.md` before any UUID-related work.
---
## 🛡️ Security Rules (Non-Negotiable)
1. **Idempotency:** All critical `POST`/`PUT`/`PATCH` MUST validate `Idempotency-Key` header
2. **Two-Phase File Upload:** Upload → Temp → Commit → Permanent
3. **Race Conditions:** Redis Redlock + TypeORM `@VersionColumn` for Document Numbering
4. **Validation:** Zod (frontend) + class-validator (backend DTO)
5. **Password:** bcrypt 12 salt rounds, min 8 chars, rotate every 90 days
6. **Rate Limiting:** `ThrottlerGuard` on all auth endpoints
7. **File Upload:** Whitelist PDF/DWG/DOCX/XLSX/ZIP, max 50MB, ClamAV scan
8. **AI Isolation (ADR-023/023A/034):** Ollama on Admin Desktop ONLY — NO direct DB/storage access; model stack `typhoon2.5-np-dms:latest` (main) + `typhoon-np-dms-ocr:latest` (OCR, keep_alive:0) + `nomic-embed-text`; all inference via BullMQ (`ai-realtime` / `ai-batch`)
9. **Error Handling (ADR-007):** Use layered error classification with user-friendly messages
10. **AI Integration (ADR-023/023A):** RFA-First approach; n8n orchestrates Migration Phase only via DMS API — never calls Ollama directly; `QdrantService.search()` requires `projectPublicId` as mandatory param
Full details: `specs/06-Decision-Records/ADR-016-security-authentication.md`
---
## 📐 TypeScript Rules & Coding Standards
### 📝 Core Standards
- **Strict Mode** — all strict checks enforced
- **ZERO `any` types** — use proper types or `unknown` + narrowing
- **ZERO `console.log`** — use NestJS `Logger` (backend) or remove (frontend)
- **English for Code** — use English for all code identifiers, variables, and logic
- **Thai for Comments** — use Thai for comments, documentation, and JSDoc
- **Explicit Typing** — explicitly define types for all variables, parameters, and return values
- **JSDoc** — use JSDoc for all public classes and methods
### 🏗️ File & Function Structure
- **File Headers** — every file MUST start with `// File: path/filename` on the first line
- **Change Log** — include `// Change Log` at the top of the file to track modifications
- **Single Export** — export **only one main symbol** per file
- **Function Style** — avoid unnecessary blank lines inside functions to maintain compactness
---
## 🏷️ Domain Terminology
| ✅ Use | ❌ Don't Use | คำอธิบายเพิ่มเติม |
| ------------------ | ------------------------------------- | ------------------------------------------------ |
| Correspondence | Letter, Communication, Document | ครอบคลุมทุกประเภท: Letter, RFA, Memo, ฯลฯ |
| RFA | Approval Request, Submit for Approval | เอกสารขออนุมัติ (ชนิดหนึ่งของ Correspondence) |
| Transmittal | Delivery Note, Cover Letter | เอกสารนำส่ง (ชนิดหนึ่งของ Correspondence) |
| Circulation | Distribution, Routing | ใบเวียนเอกสารภายใน (ชนิดหนึ่งของ Correspondence) |
| Shop Drawing | Construction Drawing | แบบก่อสร้าง |
| Contract Drawing | Design Drawing, Blueprint | แบบคู่สัญญา |
| Workflow Engine | Approval Flow, Process Engine | เครื่องมือจัดการลำดับงาน |
| Document Numbering | Document ID, Auto Number | ระบบจัดการเลขที่เอกสาร |
| RBAC | Permission System (generic) | การควบคุมสิทธิ์ตามบทบาท |
Full glossary: `specs/00-overview/00-02-glossary.md`
---
## 🚫 Forbidden Actions
| ❌ Forbidden | ✅ Correct Approach | ⚠️ Why |
| ----------------------------------------------- | ------------------------------------------------------- | ---------------------------------------------------- |
| SQL Triggers for business logic | NestJS Service methods | Untestable; bypasses audit log |
| `.env` files in production | `docker-compose.yml` environment section | Secrets exposed in version control |
| TypeORM migration files | Edit schema SQL directly (ADR-009) | Migration drift risk; schema managed via SQL delta |
| Inventing table/column names | Verify against `schema-02-tables.sql` | Schema mismatch causes silent runtime errors |
| `any` TypeScript type | Proper types / generics | Defeats strict mode; hides runtime type errors |
| `console.log` in committed code | NestJS Logger (backend) / remove (frontend) | Log flooding in production; risk of data leakage |
| `req: any` in controllers | `RequestWithUser` typed interface | Type safety lost; auth context unreachable |
| `parseInt()` on UUID values | Use UUID string directly (ADR-019) | `"0195…"` parsed to integer `19` — silently wrong |
| Exposing INT PK in API responses | UUIDv7 `publicId` (ADR-019) | Leaks row count; enables DB enumeration attacks |
| AI accessing DB/storage directly | AI → DMS API → DB (ADR-023/023A) | Bypasses RBAC, audit trail, and validation layer |
| Direct file operations bypassing StorageService | `StorageService` for all file moves | Orphaned files; broken ClamAV scan; no audit trail |
| Inline email/notification sending | BullMQ queue job (ADR-008) | Blocks request thread; no retry on transient failure |
| Deploying without Release Gates | Complete `04-08-release-management-policy.md` | Unverified deploy risks data loss in production |
| AI direct cloud API calls | On-premises Ollama only (ADR-023/023A) | Data privacy violation; no audit control |
| AI outputs without human validation | Human-in-the-loop validation required (ADR-023/023A) | Unvalidated AI metadata corrupts document records |
| n8n calling Ollama/Qdrant directly | n8n → DMS API → BullMQ → Ollama (ADR-023A) | Bypasses audit log, RBAC, and error handling layer |
| Qdrant query without `projectPublicId` filter | `QdrantService.search(projectPublicId, ...)` (ADR-023A) | Cross-project data leak via vector search |
---
## 🚧 Out of Scope — Never Do Without Explicit Approval
| ❌ Never Do Autonomously | ⚠️ Why Approval Is Required |
| --------------------------------------------------------------- | ---------------------------------------------------------------- |
| `DROP` or `RENAME` a column / table | Irreversible data loss — requires DBA + PM sign-off |
| Push directly to `main` / `master` branch | Bypasses CI, code review, and release gates |
| Generate or insert seed data into production database | May corrupt live data or violate business state invariants |
| Delete files from permanent storage | Files may be referenced in active documents or audit trails |
| Modify RBAC permission matrix without security team approval | Defines access control for all users — security boundary change |
| Upgrade major library versions (NestJS, Next.js, TypeORM, etc.) | Breaking changes require full regression test cycle |
| Disable or modify authentication / authorization guards | Creates unguarded endpoints — immediate security risk |
| Change Redis lock TTL or disable Redlock | Risk of document number race condition (ADR-002) |
| Create or supersede an ADR unilaterally | Architecture decisions require team consensus and review process |
| Add new columns to production tables without schema review | Must update Data Dictionary + downstream queries simultaneously |
---
## 🔄 Development Flow (Tiered)
### 🔴 Critical Work — DB / API / Security / Workflow Engine
**MUST complete all steps:**
1. **Glossary check** — verify domain terms in `00-02-glossary.md`
2. **Read the spec** — select from Key Spec Files table
3. **Check schema** — verify table/column in `schema-02-tables.sql`
4. **Check data dictionary** — confirm field meanings + business rules
5. **Scan edge cases**`01-06-edge-cases-and-rules.md`
6. **Check ADRs** — verify decisions align (ADR-009, ADR-019, ADR-023)
7. **Write code** — TypeScript strict, no `any`, no `console.log`, follow headers/JSDoc rules
### 🟡 Normal Work — UI / Feature / Integration
**Steps:**
1. Follow existing patterns in codebase
2. Check spec for relevant module only
3. Verify no forbidden patterns (`any`, `console.log`, UUID misuse)
4. **Apply TypeScript Standards:** File headers, Thai comments, JSDoc
**Expected output:**
- Functional component or updated service method
- At least 1 unit/snapshot test added or updated
- No new TypeScript errors or ESLint warnings
- PR description reflects the change
### 🟢 Quick Fix — Bug Fix / Typo / Style
**Steps:**
1. Identify root cause before changing code
2. Apply minimal, targeted fix
3. Add regression test if logic changed
4. Verify no forbidden patterns introduced
**Expected output:**
- Single focused commit: `fix(scope): description`
- All existing tests still pass (no regressions)
- If logic changed: at least 1 regression test added
### 🟢 Specialized Work — ADR-021, AI Runtime Layer, Complex Logic
**MUST complete:**
1. **Domain Knowledge Check** - Read relevant ADRs (ADR-021, ADR-023/023A, ADR-024~028)
2. **Pattern Verification** - Check existing implementations in codebase
3. **Specialized Requirements** - Follow domain-specific patterns
4. **Complex Logic Testing** - Multi-scenario test coverage
5. **Performance Validation** - Load testing if applicable
**For ADR-021 Integration:**
- Read ADR-021 - Integrated workflow & step attachments
- Check ADR-001 - Unified workflow engine patterns
- Verify WorkflowEngineService - Polymorphic instance handling
- Add workflow fields - Expose workflowInstanceId, workflowState, availableActions
- Include IntegratedBanner - Frontend workflow lifecycle display
- Test workflow transitions - State changes and action validation
**For AI Infrastructure (ADR-023/023A):**
- Verify AI boundary enforcement - No direct DB/storage access
- Check BullMQ 2-queue setup - ai-realtime + ai-batch
- Validate Qdrant multi-tenancy - projectPublicId filter required
- Test human-in-the-loop validation workflows
- Audit AI interaction logging to ai_audit_logs
**For AI Runtime Layer (ADR-024/025/026/027):**
- ADR-024: Pattern Layer first (ai_intent_patterns DB + Redis cache 5 min) → LLM Fallback (typhoon2.5-np-dms:latest, semaphore max=3)
- ADR-025: Tool Registry dispatch — AI Gateway → Tool → Business Service; ToolResult DTO must use publicId only
- ADR-026: useAiChat() hook + side-panel UI; streaming response via SSE; TanStack Query cache
- ADR-027: Admin Console — dynamic model/prompt/intent control; CASL-guarded admin-only endpoints
- ADR-032: Typhoon OCR-3B + typhoon2.1-gemma3-4b on Admin Desktop; VRAM capacity checks and dynamic mappings
- ADR-033: Active Model & OCR — Synchronous switches with load checks; GPU Unload model method on switch; ocr-sidecar endpoint X-API-Key validation
**For Migration Pipeline (ADR-028):**
- Use Staging Queue pattern — never write directly to production tables
- Post-migration cleanup process required after each batch
- Migration Validation Gates must pass before promoting to production
**Expected output:**
- Backend services expose specialized context fields
- Frontend components use domain-specific patterns
- Complex state management with proper validation
- Performance metrics within acceptable thresholds
- Comprehensive test coverage for edge cases
---
## 🎯 Context-Aware Triggers
When user asks about... check these files:
| Request | Status | Files to Check | Expected Response |
| --------------------------- | ------ | ------------------------------------------------------------------------------------- | ----------------------------------------------------------------------- |
| "สร้าง API ใหม่" | ✅ | `05-02-backend-guidelines.md`, `lcbp3-v1.9.0-schema-02-tables.sql` | NestJS Controller + Service + DTO + CASL Guard |
| "แก้ฟอร์ม frontend" | ✅ | `05-03-frontend-guidelines.md`, `01-06-edge-cases-and-rules.md` | RHF+Zod + TanStack Query + Thai comments |
| "เพิ่ม field ใหม่" | ✅ | `ADR-009`, `03-01-data-dictionary.md`, `lcbp3-v1.9.0-schema-02-tables.sql` | Edit SQL directly + update Data Dictionary + Entity |
| "ตรวจสอบ UUID" | ✅ | `ADR-019`, `05-07-hybrid-uuid-implementation-plan.md` | UUIDv7 MariaDB native UUID + TransformInterceptor |
| "สร้าง migration" | ✅ | `ADR-009`, `03-06-migration-business-scope.md` | Edit SQL schema directly + n8n workflow |
| "ตรวจสอบ permission" | ✅ | `lcbp3-v1.9.0-seed-permissions.sql`, `ADR-016` | CASL 4-Level RBAC matrix |
| "deploy production" | ✅ | `04-08-release-management-policy.md`, `ADR-015` | Release Gates + Blue-Green strategy |
| "เพิ่ม test" | ✅ | `05-04-testing-strategy.md` | Coverage goals + test patterns |
| "AI integration" | ✅ | `ADR-023`, `ADR-023A`, `ADR-024`, `ADR-025` | AI boundary + 2-model stack + BullMQ queue policy + Intent/Tool Layer |
| "Error handling" | ✅ | `ADR-007` | Layered error classification + recovery |
| "File upload" | ✅ | `ADR-016`, `05-02-backend-guidelines.md`, `03-Data-and-Storage/03-03-file-storage.md` | Two-phase upload → temp → commit; ClamAV + whitelist |
| "Notifications / Queue" | ✅ | `ADR-008`, `05-02-backend-guidelines.md` | BullMQ job — never inline; check retry + dead-letter |
| "Add i18n / translate" | ✅ | `05-08-i18n-guidelines.md` | i18n keys only — no hardcoded text |
| "Workflow / DSL" | ✅ | `ADR-001`, `01-03-modules/01-03-06-unified-workflow.md` | DSL state machine + WorkflowEngineService |
| "Document numbering" | ✅ | `ADR-002`, `01-02-business-rules/01-02-02-doc-numbering-rules.md` | Redis Redlock + DB optimistic lock (double-lock) |
| "ตรวจสอบ Workflow" | ✅ | `01-06-edge-cases-and-rules.md`, `05-02-backend-guidelines.md`, `ADR-001`, `ADR-002` | เช็คการเปลี่ยน State, คิว BullMQ และการล็อกเลขที่เอกสาร |
| "Transmittal submit" | 📋 | `ADR-021`, `specs/200-fullstacks/201-transmittals-circulation/` | submit() with EC-RFA-004 validation |
| "Circulation reassign" | 📋 | `ADR-021`, `specs/200-fullstacks/201-transmittals-circulation/` | reassignRouting() with EC-CIRC-001 |
| "สร้าง workflow ใหม่" | 📋 | `ADR-001`, `ADR-021`, `specs/200-fullstacks/203-unified-workflow-engine/` | DSL workflow definition + WorkflowEngineService setup |
| "ตรวจสอบ AI boundary" | ✅ | `ADR-023`, `ADR-023A` | Verify Ollama isolation + BullMQ queues + Qdrant projectPublicId filter |
| "Intent classification" | ✅ | `ADR-024`, `specs/200-fullstacks/224-intent-classification/` | Pattern Layer → LLM Fallback; ai_intent_patterns; Redis cache 5 min |
| "AI Tool Layer" | ✅ | `ADR-025`, `specs/200-fullstacks/225-ai-tool-layer-architecture/` | Tool Registry; CASL-guarded dispatch; ToolResult publicId only |
| "Document Chat UI" | ✅ | `ADR-026`, `specs/200-fullstacks/226-document-chat-ui-pattern/` | Side-panel; useAiChat() hook; streaming SSE; TanStack Query cache |
| "AI Admin Console" | ✅ | `ADR-027`, `specs/200-fullstacks/227-ai-admin-console/` | Dynamic model/prompt/intent control; admin-only CASL endpoints |
| "Migration refactor" | ✅ | `ADR-028`, `specs/200-fullstacks/228-migration-arch-refactor/` | Staging Queue; post-migration cleanup; validation gates |
| "Dynamic Prompt / Prompt" | ✅ | `ADR-029`, `specs/06-Decision-Records/ADR-029-dynamic-prompt-management.md` | ai_prompts table; Redis cache `ai:prompt:active:{type}` TTL 60s |
| "AI Model / OCR Active Switch"| ✅ | `ADR-032`, `ADR-033`, `specs/200-fullstacks/233-ai-model-ocr-runner-management/` | Synchronous LLM switches, VRAM Release, sidecar API Key protection |
| "จัดการ document numbering" | ✅ | `ADR-002`, `specs/03-Data-and-Storage/03-04-document-numbering.md` | Redis Redlock + template system + preview/override workflows |
| "Audit ความปลอดภัย" | ✅ | `ADR-016`, `ADR-019`, `ADR-023`, `ADR-023A` | ตรวจสอบ UUID pattern, CASL Guard, AI Boundary และ Qdrant multi-tenancy |
| "แก้ bug / bugfix" | ✅ | `.agents/workflows/bugfix.md`, `error-catalog.md` | ใช้ bugfix workflow สำหรับเคสที่สาเหตุชัดเจน |
| "ตรวจแอปจริง" | ✅ | `.windsurf/workflows/check-real-app.md` | ตรวจ endpoint/UI/console หลัง build pass — No Fake Evidence |
| "งานค้าง / resume" | ✅ | `.windsurf/workflows/resume-pending-work.md` | อ่าน checkpoint เดิม → ตรวจ build → วางแผนต่อโดยไม่ทำงานซ้ำ |
**Status Legend:**
- ✅ Implemented and verified
- 📋 Spec exists, implementation in progress
- 🔄 In development
- ❌ Not yet started
---
## 🔌 MCP MariaDB Tools
MCP MariaDB server ให้เครื่องมือสำหรับตรวจสอบและจัดการ database โดยตรง ใช้สำหรับ:
- ตรวจสอบ schema กับ spec file `specs/03-Data-and-Storage/lcbp3-v1.9.0-schema-02-tables.sql`
- Debug ปัญหา database โดยไม่ต้องเข้า MySQL client
- ตรวจสอบ data ใน production/staging
- Validate การเปลี่ยนแปลง schema ก่อน deploy
### Available Tools
| Tool | หน้าที่ | ตัวอย่างการใช้งาน |
|------|----------|------------------|
| `mcp1_mysql_test_connection` | ทดสอบ connection กับ database | ตรวจสอบว่า MCP server เชื่อมต่อได้ |
| `mcp1_mysql_show_databases` | แสดง databases ทั้งหมด | ดูว่ามี database อะไรบ้าง |
| `mcp1_mysql_show_tables` | แสดง tables ทั้งหมดใน database | ดูรายชื่อ tables ใน `lcbp3` |
| `mcp1_mysql_describe_table` | ดู structure/columns ของ table | ตรวจสอบ columns, types, keys ของ `correspondences` |
| `mcp1_mysql_query` | รัน SELECT query | ดู data ใน table หรือ join query |
| `mcp1_mysql_insert` | INSERT data | เพิ่ม seed data หรือ test data |
| `mcp1_mysql_update` | UPDATE data | แก้ไข data ใน table |
| `mcp1_mysql_delete` | DELETE data | ลบ data ใน table |
### การใช้งานร่วมกับ Development Flow
**เมื่อเขียน query ใหม่:**
1. ใช้ `mcp1_mysql_describe_table` เพื่อตรวจสอบ columns และ types
2. เปรียบเทียบกับ `specs/03-Data-and-Storage/lcbp3-v1.9.0-schema-02-tables.sql`
3. ใช้ `mcp1_mysql_query` เพื่อทดสอบ query ก่อน implement
**เมื่อเปลี่ยน schema (ADR-009):**
1. ใช้ `mcp1_mysql_describe_table` เพื่อดู structure ปัจจุบัน
2. สร้าง SQL delta ใน `specs/03-Data-and-Storage/deltas/`
3. ใช้ `mcp1_mysql_query` เพื่อตรวจสอบผลลัพธ์หลัง apply delta
**เมื่อ debug ปัญหา database:**
1. ใช้ `mcp1_mysql_query` เพื่อดู data จริง
2. เปรียบเทียบกับ spec และ data dictionary
3. ตรวจสอบ foreign keys และ constraints
### ข้อควรระวัง
- **❌ ห้ามใช้ MCP MariaDB สำหรับ DDL operations** (CREATE/ALTER/DROP) โดยตรง — ต้องใช้ SQL delta ตาม ADR-009
- **✅ ใช้สำหรับ DQL/DML operations** (SELECT/INSERT/UPDATE/DELETE) เพื่อ debug และ test เท่านั้น
- **⚠️ ระวัง DELETE operations** — อาจทำให้เสีย data ใน production
- **✅ ตรวจสอบ schema กับ spec file เสมอ** ก่อนเขียน query
---
## 🧠 MCP Memory Tools
MCP Memory server ให้เครื่องมือสำหรับจัดการ Knowledge Graph และ Long-term Memory ใช้สำหรับ:
- จัดเก็บความรู้และ context ของโปรเจกต์ในรูปแบบ Graph (Entities + Relations + Observations)
- ค้นหาและดึงข้อมูล context จาก memory ที่บันทึกไว้ใน session ก่อนหน้า
- สร้าง/แก้ไข/ลบ entities, relations, และ observations ใน knowledge graph
### Available Tools
| Tool | หน้าที่ | ตัวอย่างการใช้งาน |
|------|----------|------------------|
| `mcp3_create_entities` | สร้าง entities ใหม่หลายตัวพร้อม observations | สร้าง entity ใหม่เช่น Project, User, Task |
| `mcp3_create_relations` | สร้าง relations ระหว่าง entities | สร้าง relation: Project → has → User |
| `mcp3_add_observations` | เพิ่ม observations ให้ entity ที่มีอยู่แล้ว | เพิ่ม context เพิ่มเติมให้ entity |
| `mcp3_delete_entities` | ลบ entities และ relations ที่เกี่ยวข้อง | ลบ entity ที่ไม่ใช้แล้ว |
| `mcp3_delete_relations` | ลบ relations ระหว่าง entities | ลบ relation ที่ผิดหรือไม่ใช้แล้ว |
| `mcp3_delete_observations` | ลบ observations จาก entity | ลบ context ที่ผิดหรือล้าสุด |
| `mcp3_open_nodes` | ดึงข้อมูล entities ตามชื่อ | ดึง entity ที่ระบุชื่อ |
| `mcp3_read_graph` | อ่าน knowledge graph ทั้งหมด | ดูทั้ง graph structure |
| `mcp3_search_nodes` | ค้นหา entities ตาม query | ค้นหา entity จากชื่อ, type, หรือ observation |
### การใช้งานร่วมกับ Development Flow
**เมื่อบันทึก context ใหม่:**
1. ใช้ `mcp3_create_entities` เพื่อสร้าง entities ใหม่ (ถ้ายังไม่มี)
2. ใช้ `mcp3_create_relations` เพื่อเชื่อมโยง entities
3. ใช้ `mcp3_add_observations` เพื่อเพิ่ม context/observations
**เมื่อค้นหา context:**
1. ใช้ `mcp3_search_nodes` เพื่อค้นหา entities ที่เกี่ยวข้อง
2. ใช้ `mcp3_open_nodes` เพื่อดึงข้อมูล entities ที่ต้องการ
3. ใช้ `mcp3_read_graph` เพื่อดู relations ระหว่าง entities
**เมื่อแก้ไข context:**
1. ใช้ `mcp3_add_observations` เพื่อเพิ่ม observations ใหม่
2. ใช้ `mcp3_delete_observations` เพื่อลบ observations ที่ผิด
3. ใช้ `mcp3_create_relations` หรือ `mcp3_delete_relations` เพื่อปรับ relations
### ข้อควรระวัง
- **✅ ใช้สำหรับบันทึก context ที่ต้องใช้ร่วมกันหลาย session** — เช่น การตัดสินใจสำคัญ, architecture decisions, rollout history
- **⚠️ ระวังการลบ entities** — อาจทำให้เสีย context ที่ยังใช้งานอยู่
- **✅ ตรวจสอบว่า entity มีอยู่แล้วก่อนสร้าง** — ใช้ `mcp3_search_nodes` หรือ `mcp3_open_nodes` ก่อน
- **✅ ใช้ชื่อ entity ที่ชัดเจนและไม่ซ้ำกัน** — เพื่อป้องกันความสับสน
---
## 🛠️ Final Checklists
### 🔴 Tier 1 — CRITICAL (CI BLOCKER)
**Security & Data Integrity:**
- [ ] **UUID Strategy:** Use `publicId` only, no `parseInt()` on UUID values (ADR-019)
- [ ] **RBAC Guards:** CASL guards on all endpoints, 4-level matrix checked (ADR-016)
- [ ] **AI Boundary:** Ollama isolation, no direct DB/storage access (ADR-023/023A)
- [ ] **Input Validation:** Zod (frontend) + class-validator (backend DTO)
- [ ] **File Upload:** Two-phase (Temp → Commit), ClamAV scan, whitelist enforced
- [ ] **Idempotency:** `Idempotency-Key` header validated on critical POST/PUT/PATCH
- [ ] **Error Handling:** Layered classification (Validation, Business, System) with user-friendly messages (ADR-007)
**Code Quality:**
- [ ] No `any` types in TypeScript (use interfaces/types)
- [ ] No `console.log` in committed code (use NestJS Logger)
- [ ] Database schema verified before writing queries
- [ ] SQL injection prevention checked
### 🟡 Tier 2 — IMPORTANT (CODE REVIEW)
**Architecture & Standards:**
- [ ] **File header `// File: path/filename` present**
- [ ] **`// Change Log` section included at top**
- [ ] **JSDoc present for public classes and methods**
- [ ] **One main export per file**
- [ ] Business logic in services, thin controllers pattern
- [ ] Schema changes via SQL directly (ADR-009)
- [ ] Test coverage meets targets (Backend 70%+, Business Logic 80%+)
- [ ] Cache invalidation when data modified
- [ ] Naming conventions followed
**Localization & Comments:**
- [ ] Business logic comments in Thai, technical comments in English
- [ ] Code identifiers in English
- [ ] i18n keys used instead of hardcode text
### 🟢 Tier 3 — SPECIALIZED WORK
**Workflow Integration (ADR-021):**
- [ ] WorkflowEngineService polymorphic handling verified
- [ ] Workflow fields exposed (workflowInstanceId, workflowState, availableActions)
- [ ] IntegratedBanner + WorkflowLifecycle components used
- [ ] Workflow transitions tested with state validation
- [ ] RBAC guards on workflow actions
**AI Integration (ADR-023/023A):**
- [ ] **BullMQ Usage:** Background jobs via BullMQ, no inline processing
- [ ] **Qdrant Multi-tenancy:** `projectPublicId` filter enforced
- [ ] **Human-in-the-loop:** AI outputs validated before use
- [ ] **Audit Logging:** All AI interactions logged to `ai_audit_logs`
- [ ] **Model Stack (ADR-034):** typhoon2.5-np-dms:latest + typhoon-np-dms-ocr:latest + nomic-embed-text verified
- [ ] **Dynamic Prompts (ADR-029):** Prompt templates loaded from `ai_prompts` DB, not hardcoded
**Performance & Complex Logic:**
- [ ] Performance metrics within targets (P95 ≤ 5s for ≤10MB uploads)
- [ ] Multi-scenario test coverage for edge cases
- [ ] Load testing completed if applicable
- [ ] Complex state management properly validated
### 🔵 Tier 4 — GUIDELINES
**Code Style:**
- [ ] Code formatting follows Prettier rules
- [ ] Comment completeness where helpful
- [ ] Minor optimizations considered but not required
---
## Agent skills
### Issue tracker
Issues live in the self-hosted Gitea repo at git.np-dms.work:2222. See `docs/agents/issue-tracker.md`.
### Triage labels
Default label vocabulary (no custom mapping). See `docs/agents/triage-labels.md`.
### Domain docs
Single-context repo with domain documentation in `specs/`. See `docs/agents/domain.md`.
---
## 📚 Full Documentation
This file is a **quick reference**. For detailed information:
- **Architecture:** `specs/02-architecture/`
- **Requirements:** `specs/01-requirements/`
- **Data & Storage:** `specs/03-Data-and-Storage/` (canonical schema + `deltas/` incremental SQL per ADR-009)
- **Engineering Guidelines:** `specs/05-Engineering-Guidelines/`
- **Decision Records:** `specs/06-Decision-Records/`
- **Infrastructure:** `specs/04-Infrastructure-OPS/`
- **Agent Skill Pack:** `.agents/skills/` (NestJS/Next.js rules + 21 Speckit & Utility skills)
- **Helper Scripts:** `.agents/scripts/{bash,powershell}/` (audit, validate, prerequisites, setup-plan)
---
## 🔄 Change Log
| Version | Date | Changes | Updated By |
| ------- | ---------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------ | -------------- |
| 1.9.10 | 2026-06-06 | Added MCP MariaDB Tools section with available tools (test_connection, show_databases, show_tables, describe_table, query, insert, update, delete), usage guidelines for development flow, and safety warnings for DDL operations; Added MCP Memory Tools section with Knowledge Graph management tools (create_entities, create_relations, add_observations, delete_entities, delete_relations, delete_observations, open_nodes, read_graph, search_nodes) for long-term context storage | Windsurf AI |
| 1.9.9 | 2026-06-03 | ADR-034 Thai-Optimized AI Model Stack: typhoon2.5-np-dms:latest (main) + typhoon-np-dms-ocr:latest (OCR); model switching in ai-batch processor; AiSettingsService static constants; SQL delta; updated Key Spec Files + AI isolation rule | Windsurf AI |
| 1.9.8 | 2026-06-02 | Added ADR-033 Active Model & OCR Runner Management; implemented Synchronous LLM switches, GPU Memory Auto-release, sidecar `X-API-Key` headers protection; updated Key Spec Files & Specialized Work AI runtime sections | Windsurf AI |
| 1.9.7 | 2026-05-25 | Added ADR-029 Dynamic Prompt Management to Key Spec Files table; fixed gemma4 model name e2b→e4b Q8_0; added Dynamic Prompt context trigger; added ADR-029 to Tier 3 AI checklist; bumped last synced date | Windsurf AI |
| 1.9.6 | 2026-05-22 | Added ADR-024/025/026/027/028 to Key Spec Files table; Tier 3 expanded with AI Runtime Layer + Migration Pipeline tiers; Specialized Work section updated with ADR-024~028 patterns; 6 new Context-Aware Triggers; bumped Last synced date | Windsurf AI |
| 1.9.5 | 2026-05-18 | **Grill-with-Docs Session:** Domain terminology clarified (Correspondence = all doc types), Tier 3: SPECIALIZED WORK added, Context-Aware Triggers with Status column, Tier-specific Final Checklists | Windsurf AI |
| 1.9.4 | 2026-05-16 | Added ADR-015 Release Strategy to Key Spec Files table (Blue-Green deployment + release gates) | Human Dev |
| 1.9.3 | 2026-05-15 | ADR-023A: Model revision — gemma4:9b+Typhoon→gemma4:e2b (2-model stack), BullMQ 2-queue split, RAG full-doc embed, OCR auto-detect, n8n→DMS API boundary, QdrantService multi-tenancy contract | Windsurf AI |
| 1.9.2 | 2026-05-14 | Consolidated legacy AI ADRs (017, 017B, 018, 020, 022) into master ADR-023: Unified AI Architecture | Antigravity AI |
| 1.9.1 | 2026-05-13 | Added `bugfix` workflow and skill (migrated and improved from `docs/bugfix.md`) | Windsurf AI |
| 1.9.0 | 2026-05-03 | Integrated Global TypeScript Coding Standards (Headers, JSDoc, Thai comments, Single Export, No blank lines) | Windsurf AI |
| 1.8.9 | 2026-04-22 | `.agents/skills/` LCBP3-native rebuild (20 skills @ v1.8.9) + `_LCBP3-CONTEXT.md` appendix + `specs/03-Data-and-Storage/deltas/` + AGENTS.md sync | Windsurf AI |
| 1.8.8 | 2026-04-14 | Workflow attachments (ADR-021) + step-attachment envelope fields | Windsurf AI |
| 1.8.7 | 2026-04-14 | + ADR-021 Workflow Context integration, + ADR-021 Integration Work tier, + Transmittal/Circulation context triggers, updated ADR-020 status | Windsurf AI |
| 1.8.6 | 2026-04-10 | + DMS Workflow Engine Protocol, + Security & Integrity Audit Protocol, + 2 Context-Aware Triggers, ADR Status column, Forbidden Why column | Human Dev |
| 1.8.5 | 2026-04-04 | Added ADR-007 error handling, ADR-020 AI integration, updated security rules | Windsurf AI |
| 1.8.4 | 2026-03-24 | Phase 5.4→✅ DONE, Tailwind 3.4.3, ADR count(16), MariaDB UUID note | Windsurf AI |
| 1.8.3 | 2026-03-21 | + Rule Enforcement Tiers (🔴🟡🟢), + Tiered Development Flow | Human Dev + AI |
| 1.8.2 | 2026-03-21 | + Context Triggers, + Code Snippets, + Error Handling, + i18n | Human Dev + AI |
| 1.8.1 | 2026-03-21 | + ADR-019 UUID patterns, + Phase 5.4 pending files | Claude Sonnet |
| 1.8.0 | 2026-03-19 | + Security overrides, + UAT criteria reference | Human Dev |
| 1.7.2 | 2026-03-15 | + AI Boundary rules (ADR-018) | Gemini Pro |
---
**To update this file:**
1. Edit relevant sections
2. Update Change Log above
3. Bump version number in header
4. Commit: `spec(agents): bump to vX.X.X - <brief description>`