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---
title: "The Agency"
type: entity
tags: [multi-agent, organization, specialized]
sources: [lsp-index-engineer, corporate-training-designer, specialized-cultural-intelligence-strategist, specialized-model-qa, specialized-workflow-architect]
last_updated: 2026-04-25
---
# The Agency
## Definition
The Agency 是一个多智能体Multi-Agent系统组织框架,提供 147 个专业化 Agent,跨 12 个业务部门,覆盖工程(Engineering)、设计(Design)、金融(Finance)、游戏开发(Game Dev)、营销(Marketing)、付费媒体(Paid Media)、产品(Product)、项目管理(Project Management)、测试(Testing)、支持(Support)、空间计算(Spatial Computing)和专业化(Specialized
The Agency 是一个由 AI 编码代理agent驱动的多智能体开发系统,提供 **147 个专业化 Agent** 跨 **12 个业务部门**运作,涵盖 EngineeringDesignFinanceGame DevMarketingPaid MediaProductProject ManagementTestingSupportSpatial ComputingSpecialized 等领域
## Key Characteristics
## Organizational Structure
- **Agent 设计五原则**:鲜明性格(拒绝通用人设)、明确交付物(真实代码/模板)、可量化指标、经过验证的工作流、学习记忆机制
- **协作模式**Agent 间通过交接合同Handoff Contract进行确定性状态传递
- **Specialized 部门**:包含 9 个专业化 Agent见下方列表专注于特定领域的深度专业知识
```
The Agency
├── Engineering工程部门
├── Design设计部门
│ ├── UI Designer
│ ├── Brand Guardian
│ ├── Visual Storyteller
│ ├── UX Researcher
│ ├── Image Prompt Engineer
│ ├── Inclusive Visuals Specialist
│ └── Whimsy Injector
├── Finance财务部门
├── Game Dev游戏开发部门
├── Marketing市场营销部门
├── Paid Media付费媒体部门
├── Product产品部门
├── Project Management项目管理部门
├── Testing测试部门
├── Support支持部门
├── Spatial Computing空间计算部门
│ ├── XR Interface Architect
│ ├── XR Immersive Developer
│ ├── XR Cockpit Interaction Specialist
│ ├── visionOS Spatial Engineer
│ └── macOS Spatial/Metal Engineer
└── Specialized专业部门
├── Study Abroad Advisor
├── Agents Orchestrator
├── Identity Graph Operator
├── MCP Builder Agent
├── Agentic Identity & Trust Architect
├── Civil Engineer
├── Document Generator
├── Government Digital Presales Consultant
├── Healthcare Marketing Compliance Specialist
├── Compliance Auditor
├── Workflow Architect
├── Corporate Training Designer
├── Cultural Intelligence Strategist
├── Model QA Specialist
└── LSP/Index Engineer
```
## Agent Collaboration Protocol
## Core Design Principles
标准协作链Reality Checker 验证 → Backend Architect 实现 → API Tester 生成测试用例 → DevOps Automator 验证清理顺序。Workflow Architect 在此体系中提供工作流建模能力LSP/Index Engineer 提供代码语义基础设施。
1. **鲜明性格**(拒绝通用人设)——每个 Agent 拥有明确的专业边界和独特性格
2. **明确交付物**(真实代码/模板)——每个 Agent 的输出可量化、可验证
3. **可量化指标**——每个 Agent 定义明确的成功指标
4. **经过验证的工作流**——Agent 行为遵循经过测试的工作流程
5. **学习记忆机制**——Agent 具备上下文记忆和自我改进能力
## Specialized Department Agents
## Contribution Model
1. **LSP/Index Engineer** — LSP 客户端编排和语义索引基础设施专家
2. **Model QA Specialist** — ML/统计模型的端到端独立审计专家
3. **Corporate Training Designer** — 企业培训体系架构师
4. **Cultural Intelligence Strategist** — 文化包容性专家
5. **Workflow Architect** — 工作流设计专家
6. **Identity & Trust Architect** — Agentic 身份与信任架构专家
7. **Automation Governance Architect** — 自动化治理架构师
8. **Government Digital Presales Consultant** — 政府数字化售前顾问
9. **Document Generator Agent** — 文档生成 Agent
The Agency 接受外部贡献,核心方式:
- 创建全新智能体8 大分类)
- 优化现有智能体
- 分享成功案例
- 反馈问题
## Value
详见 [[contributing_zh-cn]] 和 [[contributing]](英文原版)。
The Agency 的核心价值在于将复杂任务分解为专业化 Agent 协作,每个 Agent 拥有鲜明的人设、明确的交付物和可量化的成功指标,避免了通用 LLM 的"万事通但样样松"问题。
## Relationship to Multi-Agent Reliability
The Agency 是 [[multi-agent-system-reliability]] 理论的最佳实践场域——通过 Agent 间协作模式Orchestration、Consensus Voting、Adversarial Debate、Knock-out实现系统级可靠性。[[identity-graph-operator]] 解决 Agent 间身份一致性问题,[[agentic-identity-trust]] 解决 Agent 间信任与授权问题,共同构成完整的多智能体基础设施。
## Aliases
- The Agency Multi-Agent System
- Agency Agents