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agency-agents-zh — What is it?

jnMetaCode/agency-agents-zh is an open-source AI agent library providing 215 specialized AI roles for various industries, enabling seamless integration with 17 AI programming tools.

⭐ 13,723 Stars 🍴 2,440 Forks Shell MIT Author: jnMetaCode
Source: README View on GitHub →

Why it matters

The project is gaining attention due to its comprehensive coverage of 18 departments, support for 17 AI tools, and the addition of 50 original Chinese market agents, addressing the need for specialized AI roles in diverse fields and enhancing collaboration among AI agents.

Source: README

Core Features

AI Agent Library

Contains 215 specialized AI roles with distinct identities, processes, and deliverables, covering 18 departments and supporting 17 AI tools.

Source: README
Agency Orchestrator

Enables automatic collaboration among AI agents with zero-code orchestration, DAG parallel execution, and support for 6 free LLMs and 3 API integrations.

Source: README
Integration Support

Supports integration with 17 mainstream AI programming tools, including Claude Code, GitHub Copilot, Cursor, and more, with a simple command to install.

Source: README

Architecture

The architecture is modular, with each AI role defined in separate files (e.g., SOUL.md, AGENTS.md, IDENTITY.md) for clarity and reusability. The project uses a combination of design patterns and data flow management to facilitate collaboration and orchestration among AI agents.

Source: Code tree + README

Project Knowledge Graph

Knowledge graph: project (center) + core features (inner hexagons) + key dependencies (outer chips) agency-agents agency-orchestratoragency-orchest… AI Agent Library Agency Orchestrator Integration Support agency-agents-zh Project Core feature Key dependency

Center: project; inner ring: core feature modules; outer ring: key dependencies. Auto-generated from core_features and tech_stack.key_deps.

Tech Stack

LanguageShellFrameworkNot enough information.
Key dependencies
agency-agentsagency-orchestrator
Infrastructure / Deployment
Not enough information.
Source: README + Dependency files

Quick Start

To install, run './scripts/install.sh'. To install for a specific tool, use './scripts/install.sh --tool [tool_name]'.
Source: README Installation/Quick Start

Use Cases

The project is suitable for developers, technical decision-makers, and businesses in various industries such as engineering, design, marketing, finance, and more. It is useful for automating tasks, enhancing productivity, and enabling specialized AI-driven solutions.

Source: README

Strengths & Limitations

Strengths

  • Strength 1: Comprehensive coverage of various industries
  • Strength 2: Supports integration with multiple AI tools
  • Strength 3: Enables zero-code orchestration for AI agent collaboration

Limitations

  • Limitation 1: Limited information on technical architecture and infrastructure
  • Limitation 2: May require technical expertise to fully utilize all features
Source: README + Code tree

Latest Release

v1.2.1 (2026-05-05): Added Qoder integration and 3 new agents.

Source: GitHub Releases

Verdict

jnMetaCode/agency-agents-zh is a valuable resource for developers and businesses looking to leverage AI agents in various industries. Its comprehensive library of specialized roles and seamless integration capabilities make it a strong candidate for enhancing productivity and automating tasks in diverse scenarios.

Transparency Notice
This page is auto-generated by AI (a large language model) from the following public materials: GitHub README, code tree, dependency files and release notes. Analyzed at: 2026-05-23 18:56. Quality score: 85/100.

Data sources: README, GitHub API, dependency files