Sync: add semantic index and lsp notes
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---
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title: "The Agency"
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type: entity
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tags: [multi-agent, open-source, ai-agents]
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sources: [contributing, contributing_zh-cn, specialized-workflow-architect, agentic-identity-trust, specialized-document-generator, government-digital-presales-consultant, healthcare-marketing-compliance, specialized-civil-engineer, specialized-cultural-intelligence-strategist]
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tags: [multi-agent, organization, specialized]
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sources: [lsp-index-engineer, corporate-training-designer, specialized-cultural-intelligence-strategist, specialized-model-qa, specialized-workflow-architect]
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last_updated: 2026-04-25
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---
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## Definition
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The Agency 是一个开源的多智能体(Multi-Agent)系统,提供了 147 个专业 Agent,涵盖 12 个业务部门:Engineering、Design、Finance、Game Dev、Marketing、Paid Media、Product、Project Management、Testing、Support、Spatial Computing、Specialized。
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## Structure
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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)。
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### Departments
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| 部门 | 职能 | 代表 Agent |
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|------|------|-----------|
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| Specialized | 垂直领域专家 | [[Cultural Intelligence Strategist]]、Civil Engineer、Document Generator |
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| Engineering | 软件开发 | Backend Architect、Reality Checker、API Tester |
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| Design | 视觉与体验设计 | [[ArchitectUX]]、Brand Guardian、UX Researcher |
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| Project Management | 项目组合管理 | Studio Producer、Senior PM、Jira Workflow Steward |
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| Spatial Computing | XR/AR/VR | XR Interface Architect、visionOS Engineer |
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| Paid Media | 广告投放 | PPC Strategist、Programmatic Buyer |
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| Marketing | 内容与增长 | Content Creator、Growth Hacker |
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| Product | 产品策略 | Product Manager、Trend Researcher |
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| Testing | 质量保障 | Accessibility Auditor、Performance Benchmarker |
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| Support | 客户支持 | Support Responder、Analytics Reporter |
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## Key Characteristics
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### Core Principles
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- **鲜明性格**:每个 Agent 都有明确的个性,而非泛化的人设
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- **明确交付物**:真实代码、模板、量化指标
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- **可验证工作流**:经过实践检验的操作流程
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- **学习与记忆**:持续更新领域知识
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- **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
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- **协作模式**:Agent 间通过交接合同(Handoff Contract)进行确定性状态传递
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- **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
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## Key Files
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- `Agent/agency-agents/`:所有 Agent 定义文件
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- `SPEC.md`:Agent 设计规范
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## Agent Collaboration Protocol
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## Related
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- [[Multi-Agent-System-Reliability]]:The Agency 的可靠性架构模式
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- [[Multi-Agent-Team]]:多 Agent 团队配置最佳实践
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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。
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## Specialized Department Agents
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1. **LSP/Index Engineer** — LSP 客户端编排和语义索引基础设施专家
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2. **Model QA Specialist** — ML/统计模型的端到端独立审计专家
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3. **Corporate Training Designer** — 企业培训体系架构师
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4. **Cultural Intelligence Strategist** — 文化包容性专家
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5. **Workflow Architect** — 工作流设计专家
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6. **Identity & Trust Architect** — Agentic 身份与信任架构专家
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7. **Automation Governance Architect** — 自动化治理架构师
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8. **Government Digital Presales Consultant** — 政府数字化售前顾问
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9. **Document Generator Agent** — 文档生成 Agent
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## Value
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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。
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