Auto Create AI Team

# Auto Create AI Team

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Install skill "Auto Create AI Team" with this command: npx skills add sylvanxiao/auto-create-ai-team

Auto Create AI Team

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

OptionDescriptionDefault
--project-pathPath to the project directory (required)-
--team-typesingle, dual, or customsingle
--project-typeweb_app, ecommerce, mobile_app, genericgeneric
--langOutput language: zh (Chinese) or en (English)zh
--internal-membersComma-separated list of internal team membersProject-type defaults
--internet-membersComma-separated list of internet team membersProject-type defaults
--primary-modelPrimary AI model nameGPT-4
--fallback-modelsComma-separated fallback modelsGPT-3.5, Claude
--log-filePath to log fileNone
--verbose, -vEnable verbose outputFalse

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 TypeInternal 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
genericAI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

FilePurpose
create_ai_team.pyMain script with template engine and i18n support
error_handler.pyError handling utilities
templates/default_config.jsonDefault configuration values
templates/progress_template.mdProject progress template
templates/workflow_template.mdWorkflow configuration template
templates/team_config_template.mdTeam configuration template
templates/team_members_template.mdTeam members template

Version

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

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