--- trigger: always_on --- # Development Flow ## 🔴 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 `lcbp3-v1.9.0-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-018, ADR-019) 7. **Write code** — TypeScript strict, no `any`, no `console.log` ## 🟡 Normal Work — UI / Feature / Integration - Follow existing patterns in codebase. - Check spec for relevant module only. - **Hybrid Specs Organization:** - Place new Infrastructure tasks in `specs/100-Infrastructures/` - Place new Feature/Workflow tasks in `specs/200-fullstacks/` - Place Documentation/Research in `specs/300-others/` - Ensure no forbidden patterns (`any`, `console.log`, UUID misuse) are introduced. ## 🟢 Quick Fix — Bug Fix / Typo / Style - Fix directly - Add minimal test if logic changed - Check forbidden patterns before commit ### 🟢 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 (gemma4:e4b, 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 **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 | Request | 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.md` | RHF+Zod + TanStack Query + Thai comments | | "เพิ่ม field ใหม่" | `ADR-009`, `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" | `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 |