Left-Hand Assistant, Right-Hand Arm — Technical Architecture Description

Contest Project: Agent Hackathon 2026 · Industry Application · Smart Manufacturing

This document is the ARCHITECTURE.md entry document required by the competition.

Architecture Document Index

Since this project is a full-stack Node.js + Vue 3 project (not Python), the files in the template have been adapted to the actual technology stack:

| Template Requirement | Actual Project File | Description |

|----------|-------------|------|

| src/agents/*.py | server/digital-staff/ | Digital Staff Core (JS) |

| src/engine/rule_engine.py | core/rule-engine-core.js + core/rule-engine.js | Rule Engine (JS) |

| src/models/xjml_core.py | generated/sciot-templates-auto.json | XJML Object Model |

| src/connectors/db_connector.py | server/services/ + SCSAI/ | Metadata Collection |

| requirements.txt | package.json | Dependency Management (npm/pnpm) |

| run.py | server.js | Entry Point |

| config/agent_config.yaml | config.yaml | Business Configuration |

Detailed Architecture Report

For a complete in-depth architecture analysis, refer to:

• ARCHITECTURE_REPORT.md — Four-layer Full-stack Architecture, Core Modules, Data Flow
• docs/ascend-npu-verification-plan.md — Ascend NPU Adaptation Verification Plan

Technology Stack Overview