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Add AI Agent development guide for automated enterprise software generation#447

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Add AI Agent development guide for automated enterprise software generation#447
hotlong with Copilot wants to merge 1 commit into
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copilot/develop-agent-for-enterprise-management-again

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Copilot AI commented Jan 31, 2026

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Enables developers to build AI agents that automatically generate enterprise management software (CRM, ERP, HRM, etc.) from natural language requirements using ObjectStack specifications.

Documentation Suite (62.8KB, Chinese)

content/docs/ai/README.md - Navigation hub

  • Quick start patterns (CLI, API, online IDE)
  • Learning paths (beginner → advanced)
  • Architecture overview

content/docs/ai/agent-development-guide.md - Core reference

  • 61 metadata types cataloged across 8 layers:
    • Data (ObjectQL): Object, Field (28 types), Validation, Hook, Query, Filter, Driver
    • UI (ObjectUI): View (7 types), Dashboard, Report, Action, Chart (10 types)
    • Automation: Workflow, Flow, Approval, ETL, Trigger
    • AI: Agent, RAG Pipeline, Model Registry, NLQ
    • System (ObjectOS): Manifest, Plugin, Events, Metrics, Cache, Job
    • Auth: Permission, RLS, Role, Territory
    • API: REST, GraphQL, WebSocket, Batch
    • Integration: Connectors
  • 5-module agent architecture (NLP → Architecture Design → Code Gen → Validation → Iteration)
  • 16-week implementation plan

content/docs/ai/metadata-checklist.md - Quick reference

  • Structured lookup by layer with usage scenarios, code snippets, file locations
  • Completion tracking: 50/61 (82%) implemented

content/docs/ai/implementation-examples.md - Working examples

  • Complete inventory/sales/purchase management system generation
  • Three integration patterns with runnable code

Example Usage

const agent = new ObjectStackAgent({
  llm: { provider: 'openai', model: 'gpt-4' }
});

const result = await agent.generate({
  requirement: `进销存管理系统包括:
    - 商品管理 (Product, Category, Brand)
    - 库存管理 (Warehouse, Inventory)
    - 采购/销售管理 (Purchase/Sales Orders)
    - 仪表板 (销售趋势, 库存预警)`
});

// Generates: 9 Objects, 3 Views, 1 Dashboard, TypeScript code

Design Decisions

  • Zod-first metadata: Runtime validation + type inference for all 61 metadata types
  • DDD alignment: Business entities map directly to ObjectStack Object schema
  • Template-based generation: Ensures consistency with ObjectStack conventions (camelCase config, snake_case data)
  • Multi-stage validation: Zod schema → TypeScript compilation → ESLint → business logic checks
Original prompt

我想开发一个agent,让他基于 @objectstack/spec 中规范去自我迭代开发企业管理软件。帮我整理跟业务开发相关的元素据清单和介绍。编写完整的设计方案和开发计划。


💡 You can make Copilot smarter by setting up custom instructions, customizing its development environment and configuring Model Context Protocol (MCP) servers. Learn more Copilot coding agent tips in the docs.

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Project Deployment Actions Updated (UTC)
spec Ready Ready Preview, Comment Jan 31, 2026 5:45pm

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Copilot AI changed the title [WIP] Add agent for self-iterating enterprise management software Add AI Agent development guide for automated enterprise software generation Jan 31, 2026
Copilot AI requested a review from hotlong January 31, 2026 17:58
@hotlong hotlong closed this Jan 31, 2026
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