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Auto Create AI Team

作者 SylvanXiao · GitHub ↗ · v2.0.2 · MIT-0
cross-platform ⚠ suspicious
323
总下载
0
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0
当前安装
5
版本数
在 OpenClaw 中安装
/install auto-create-ai-team
功能描述
Automatically create and configure AI team structures for projects with single, dual, or custom modes, integrating MCP and OpenClaw services.
使用说明 (SKILL.md)

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

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

安全使用建议
The code and documentation included with this skill behave like a simple offline script that creates local ai-team folders and templates — it does not appear to contact external services or need credentials. However, the registry description claims integration with MCP and OpenClaw, which would normally require network access and credentials; that claim is not reflected in the files. Before installing or running: 1) Ask the publisher why the top-level description mentions MCP/OpenClaw and whether the skill will ever perform network activity. 2) Grep the full create_ai_team.py for network-related code or references (keywords: requests, urllib, socket, http, MCP, OpenClaw, api, url, 'http://', 'https://'). 3) Run the script in an isolated/test environment (non-production account or temporary VM) to observe filesystem changes. 4) If you expect integrations, insist the author document required env vars/credentials and add network calls explicitly in SKILL.md; otherwise treat the registry description as inaccurate. If you are not comfortable, do not grant this skill access to sensitive project directories or run it as a privileged user.
功能分析
Type: OpenClaw Skill Name: auto-create-ai-team Version: 2.0.2 The skill bundle is a legitimate utility designed to create directory structures and markdown documentation for project-based 'AI teams'. The core logic in `create_ai_team.py` uses a custom, regex-based template engine to generate local files without any external dependencies, network calls, or credential requirements. Analysis of the code and instructions reveals no evidence of data exfiltration, malicious execution, or prompt injection; the tool strictly adheres to its stated purpose of local file organization.
能力评估
Purpose & Capability
Top-level registry description says 'integrating MCP and OpenClaw services' which would imply network access and credentials, but the included SKILL.md, README, and visible source present a purely offline, local file-generator with no required env vars or network calls. The claimed integrations are not supported or explained by the provided files.
Instruction Scope
The SKILL.md instructs the agent to run a local Python script with CLI arguments and to read/write files under the specified project directory. These instructions are consistent with the provided templates and tests and do not request system-wide data, unknown env vars, or external endpoints.
Install Mechanism
No install spec; code is bundled with the skill (script + templates + tests). No downloads, package installs, or archive extraction are present in the manifest — low install risk.
Credentials
The skill requires no credentials or environment variables (consistent with offline tooling). However, the registry description's mention of MCP/OpenClaw integrations suggests it should request credentials or network config; the absence of any such requirements is inconsistent and unexplained.
Persistence & Privilege
The skill does not request always:true, does not modify other skills, and only writes files under the provided project path (error handler writes logs under ai-team/logs). It does not request system-wide persistence or privileges.
如何使用
  1. 确保已安装 OpenClaw(本地或 Docker 部署)
  2. 在对话框中输入安装命令:/install auto-create-ai-team
  3. 安装完成后,直接呼叫该 Skill 的名称或使用 /auto-create-ai-team 触发
  4. 根据 Skill 的参数说明提供必要输入,即可获得结构化输出
版本历史
v2.0.2
Update registry description to remove incorrect MCP/OpenClaw integration claims
v2.0.1
Security fixes: Fix error log path, remove absolute paths, fix config consistency
v2.0.0
Add template engine, i18n support, and enhanced configuration options
v1.0.1
Fixed security issues: removed false MCP/OpenClaw integration claims, simplified to local file creation only, added transparent documentation
v1.0.0
Auto-Create-AI-Team Skill 1.0.0 — Initial Release - Automatically creates standardized AI team structures for new projects. - Supports single, dual (internal + internet), and custom team modes. - Integrates with MCP services (HTTP API) and OpenClaw for seamless automation. - Provides intelligent project detection and interactive configuration with preview. - Outputs organized team folders, logs, and progress documentation for each project.
元数据
Slug auto-create-ai-team
版本 2.0.2
许可证 MIT-0
累计安装 0
当前安装数 0
历史版本数 5
常见问题

Auto Create AI Team 是什么?

Automatically create and configure AI team structures for projects with single, dual, or custom modes, integrating MCP and OpenClaw services. 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件,目前累计下载 323 次。

如何安装 Auto Create AI Team?

在 OpenClaw 或 Claude Code 对话框中运行命令「/install auto-create-ai-team」即可一键安装,无需额外配置。

Auto Create AI Team 是免费的吗?

是的,Auto Create AI Team 完全免费,采用 MIT-0 许可证,可自由下载、安装和使用。

Auto Create AI Team 支持哪些平台?

Auto Create AI Team 跨平台运行,可在任意部署了 OpenClaw / Claude Code 的环境中使用(cross-platform)。

谁开发了 Auto Create AI Team?

由 SylvanXiao(@sylvanxiao)开发并维护,当前版本 v2.0.2。

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