Agency Agents Chinese (AI Expert Team) — Offers 312 plug-and-play AI expert roles for 20 tools, covering engineering, marketing, and more.
Analyzed by Sai Pavan Gopularam · AI · Agents · View on GitHub
- Stars: 21343
- Forks: 3547
- Commits last 30 days: 19
- Health: Active (19 commits this month)
- Language: Shell
- License: MIT
What It Is
Imagine having a highly specialized team of over 300 AI experts, each with a unique job description, workflow, and expected deliverables. This repository provides exactly that: a collection of 'AI agents' designed to act like real-world specialists, from a Frontend Developer to a Xiaohongshu Marketing Expert.
Unlike generic prompts that just tell an AI 'be an expert,' these agents define *how* an expert thinks and *what* they deliver, reducing vague outputs. It includes 66 original agents tailored for the Chinese market (e.g., WeChat, Douyin, Feishu), addressing specific local business needs that generic AI models often miss.
License Verdict
MIT License — Build and Sell Freely — Commercial Use Approved • No Copyleft Restrictions
The MIT License permits unrestricted use, modification, and distribution of the software, including for commercial purposes. You can incorporate this into proprietary products and services without needing to open-source your own code.
How to Use It
To get started, you can install these AI expert roles directly into 20 popular AI coding tools like Claude Code or GitHub Copilot using a simple shell script. Alternatively, you can manually copy the agent definition files or use them as prompt references.
Prerequisites:
- Shell
Estimated setup time: 5 minutes.
# Install all agents to supported tools
./scripts/install.sh
# Or install to a specific tool, e.g., Claude Code
./scripts/install.sh --tool claude-code
# For OpenClaw users, convert then install
./scripts/convert.sh --tool openclaw
./scripts/install.sh --tool openclawWhat I'd Build With This
Xiaohongshu/Douyin Content AI Assistant (micro-saas)
Build a web-based tool that leverages the specialized Xiaohongshu and Douyin marketing agents to generate highly targeted content strategies, viral post ideas, and influencer collaboration plans. Users input product details and target audience, and the AI outputs ready-to-use content outlines. This saves marketing teams hours of manual brainstorming and research, especially for foreign brands entering the Chinese market.
Effort: 2 Weeks Build Time · Target: Small Businesses, Marketing Agencies targeting China · Pricing: $99/month per user
AI-Powered Industry Workflow Automation (saas)
Develop a SaaS platform specifically for a niche industry (e.g., e-commerce operations, manufacturing process optimization) that orchestrates multiple agents from this repository. For instance, combine a 'Supply Chain Manager' agent with a 'Customer Service Agent' to automate order fulfillment and inquiry handling. The platform would provide a visual workflow builder and integrate with industry-specific APIs.
Effort: 3 Months Build Time · Target: Mid-sized Businesses in Niche Verticals · Pricing: $499/month per workflow
Enterprise AI Agent Deployment & Customization (enterprise)
Offer consulting and development services to large enterprises to integrate and customize these AI agents into their existing internal systems (e.g., CRM, ERP, internal knowledge bases). This could involve tailoring agents like 'FinOps Engineer' or 'Privacy Engineer' to specific company policies and data structures, building custom orchestrators, and providing ongoing maintenance and support. Focus on compliance and data security.
Effort: 6 Months+ Project · Target: Large Corporations, Government Agencies · Pricing: $50,000+ per project
Sai Pavan Gopularam's Take
This repo is a goldmine for anyone looking to build highly specialized AI assistants, especially for the Chinese market. Instead of generic chatbots, you get a 'team' of AI specialists ready to plug into your tools. I see a clear path to building a micro-SaaS around a specific vertical, like a Xiaohongshu content generator, easily making $5k/month by selling to marketing agencies.
Watch Out For
- Primarily Chinese Language: While there's an English upstream, this repository's unique value lies in its 66 original agents tailored for the Chinese market and platforms. English speakers might need translation or customization for optimal use.
- Integration Required: These are agent definitions, not a standalone application. They require integration with an existing AI coding tool (like Claude Code, Copilot) or the companion `agency-orchestrator` to be fully utilized.
- Prompt Engineering vs. True AI: These agents are sophisticated prompt definitions. Their effectiveness still relies on the underlying LLM's capabilities and the quality of the input. They define *how* an AI should act, but don't inherently add new AI capabilities.