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The Agency - Open-Source AI Agent Role Library for Full-Process Collaboration from Development to Marketing

Author: AI小集 · Original source: AI工具集

What Is The Agency

The Agency is an open-source AI Agent role library containing 144+ professional AI experts, covering 12 departments including engineering, design, marketing, and product. Each Agent has a unique personality, professional workflows, and clear delivery standards, and can be used directly with Claude Code、Cursor and other tools. The Agency is essentially a set of high-quality structured Prompt files that allow users to quickly assemble a "virtual AI company" team and achieve full-process collaboration from development to marketing.

The Agency

The Agency's Main Features

  • Professional Role Library: Provides 144+ AI Agents with unique personalities, professional workflows, and clear delivery standards, covering 12 departments including engineering and design, among others.
  • Team Collaboration: Supports flexible assembly of cross-department virtual teams based on project needs, enabling full-process collaboration from development to marketing.
  • Multi-Tool Integration: Natively supports Claude Code and can adapt to 10+ mainstream AI programming tools such as Cursor, Aider, and Windsurf through automatic conversion scripts.
  • Production-Grade Delivery: Each Agent provides real code examples, battle-tested workflows, and measurable success metrics.
  • Plug and Play: Roles can be deployed to the local environment through simple commands and activated directly in conversations.

Key Information and Usage Requirements of The Agency

  • Essence: A collection of structured Prompt files (Markdown format)
  • Scale: 144+ AI Agents, 12 departments
  • Hardware: No special requirements, an ordinary computer is sufficient
  • Software: Claude Code or another supported AI tool must be installed
  • Technical: Basic command-line operations (copying files, running scripts)
  • Network: GitHub access is required for download; some AI tools require an internet connection

The Agency's Core Advantages

  • Professional Depth: Each Agent is a domain expert with a unique personality, clear workflows, and measurable delivery standards, not a generic template.
  • Ready to Use Out of the Box: Refined through months of practical iteration and validated in production environments, providing real code examples without the need to debug Prompts from scratch.
  • Flexible Assembly: Supports quickly assembling cross-functional virtual teams based on project needs, enabling multi-Agent collaboration to complete complex tasks.
  • Ecosystem Compatibility: Natively supports Claude Code, with one-click conversion and adaptation for 10+ mainstream tools such as Cursor, Aider, and Windsurf.
  • Continuous Evolution: Driven by the open-source community, it already has 144+ roles and continues to grow, supporting custom modifications and contributions of new roles.

How to use The Agency

  • Method 1: Claude Code
    • Clone the repository locally:git clone https://github.com/msitarzewski/agency-agents
    • Copy the Agent files to the Claude Code directory:cp -r agency-agents/* ~/.claude/agents/
    • Activate a specific role and assign tasks through natural language in the conversation.
  • Method 2: As a Prompt Template
    • Open the Markdown file of the target Agent to view the complete role definition.
    • Copy the identity setting, core mission, workflow, and success metrics from the file.
    • Paste the copied content into any LLM conversation and append the specific task requirements.
  • Method 3: Other AI Tools
    • Run the conversion script to generate adapted files:./scripts/convert.sh
    • Run the installation command to deploy to the target tool:./scripts/install.sh --tool cursor
    • Reference and use the corresponding Agent role according to the tool's syntax rules.

The Agency project address

  • GitHub repository：https://github.com/msitarzewski/agency-agents

Comparison of The Agency with similar competing products

Product Core difference The Agency advantage
The Agency Production-grade expert role library 144+ roles covering 12 departments, multi-tool compatibility, battle-tested, ready to use out of the box
OpenAI Codex Agent Official single coding Agent The Agency covers non-technical positions such as marketing/design/product, with richer roles
AutoGPT/BabyAGI Autonomous decision-making Agent The Agency provides deterministic professional output, with high stability and less prone to getting stuck in loops
LangChain Hub Prompt snippet marketplace The Agency provides complete role definitions + workflows, with no need to assemble them yourself

Application scenarios of The Agency

  • Software development: Build a full-stack team to rapidly develop an MVP, or collaborate through a project manager, senior engineer, and tester to complete complex enterprise-level feature delivery.
  • Marketing: Coordinate content creators, social media operators, and data analysts to execute cross-platform campaigns, or use expert roles to formulate refined operation strategies for platforms such as Reddit, TikTok, and Xiaohongshu.
  • Product management: Mobilize trend researchers, UX researchers, and backend architects to evaluate new product opportunities in parallel, or optimize agile iteration management through sprint prioritizers and feedback synthesizers.
  • Content creation: Combine image prompt engineers, visual storytellers, and video strategists to build a multimodal content system, with review by brand guardians to ensure output consistency.