Auto Create AI Team

Automatically create and configure AI team structures for projects with single, dual, or custom modes, integrating MCP and OpenClaw services.

Description

Creates AI team directory structures for projects with full internationalization support (Chinese/English). This is a standalone Python script that generates organized team folders and configuration files locally using a template engine.

Usage

python create_ai_team.py --project-path /path/to/project [options]

Basic Examples

# Create single team with default settings (Chinese)
python create_ai_team.py --project-path ./my-project

# Create dual team for web app (English)
python create_ai_team.py --project-path ./my-project --team-type dual --project-type web_app --lang en

# Create with custom team members
python create_ai_team.py --project-path ./my-project --internal-members "CTO,Lead Dev,Dev,QA" --lang en

Command Line Options

Option	Description	Default
--project-path	Path to the project directory (required)	-
--team-type	single, dual, or custom	single
--project-type	web_app, ecommerce, mobile_app, generic	generic
--lang	Output language: zh (Chinese) or en (English)	zh
--internal-members	Comma-separated list of internal team members	Project-type defaults
--internet-members	Comma-separated list of internet team members	Project-type defaults
--primary-model	Primary AI model name	GPT-4
--fallback-models	Comma-separated fallback models	GPT-3.5, Claude
--log-file	Path to log file	None
--verbose, -v	Enable verbose output	False

Features

Template Engine

• Simple template engine built-in (no external dependencies)
• Supports variable substitution: {{variable}}
• Supports conditionals: {% if variable == "value" %}...{% endif %}
• Supports elif/else branches

Internationalization (i18n)

• Full Chinese and English support
• Translated UI text and team role names
• Language-aware default team members

Configuration Inheritance

• Reads default settings from templates/default_config.json
• CLI arguments override default configuration

Output Structure

Single Team Mode

project/
└── ai-team/
    ├── team-info/
    │   ├── AI_TEAM_CONFIG.md
    │   └── TEAM_MEMBERS.md
    ├── PROJECT_PROGRESS.md
    └── WORKFLOW.md

Dual Team Mode

project/
└── ai-team/
    ├── internal-team/
    │   └── team-info/
    │       ├── AI_TEAM_CONFIG.md
    │       └── TEAM_MEMBERS.md
    ├── internet-team/
    │   └── team-info/
    │       ├── INTERNET_TEAM_CONFIG.md
    │       └── TEAM_MEMBERS.md
    ├── PROJECT_PROGRESS.md
    └── WORKFLOW.md

Project Type Defaults

Project Type	Internal Team (CN)	Internal Team (EN)
web_app	产品经理, 前端开发工程师, 后端开发工程师, QA测试工程师, UI/UX设计师	Product Manager, Frontend Developer, Backend Developer, QA Engineer, UI/UX Designer
ecommerce	技术架构师, 全栈开发工程师, UI设计师, 支付集成专家, QA工程师	Technical Architect, Full-stack Developer, UI Designer, Payment Integration Specialist, QA Engineer
mobile_app	移动端开发工程师, 后端工程师, UI/UX设计师, QA工程师, DevOps工程师	Mobile Developer, Backend Engineer, UI/UX Designer, QA Engineer, DevOps Engineer
generic	AI助手, 数据处理专员, 内容创作者, 质量审核员, 项目协调员	AI Assistant, Data Processor, Content Creator, Quality Checker, Project Coordinator

Requirements

• Python 3.6+
• No external dependencies (uses only standard library)

Security

• Completely offline: No network calls, API requests, or external data transmission
• Local file operations only: Only reads/writes files in the specified project directory
• No credentials required: Does not require or store any authentication tokens or API keys
• Fully transparent: All functionality is contained in the create_ai_team.py file
• No environment variables: All configuration is done via command line arguments

Files

File	Purpose
create_ai_team.py	Main script with template engine and i18n support
error_handler.py	Error handling utilities
templates/default_config.json	Default configuration values
templates/progress_template.md	Project progress template
templates/workflow_template.md	Workflow configuration template
templates/team_config_template.md	Team configuration template
templates/team_members_template.md	Team members template

Version

v2.0 - Enhanced version with template engine, i18n, and improved output