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ai-factory

Configure Claude Code context, install skills, and enable MCP servers.

1.1k|92|Updated Feb 6, 2026
Search Tags:#mcp#skill-management#project-setup#ai-context#security-scan#skills.sh
One-click install
npx skills add https://github.com/lee-to/ai-factory --skill ai-factory
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: ai-factory
Source: https://github.com/lee-to/ai-factory/tree/main/skills/ai-factory
Command: npx skills add https://github.com/lee-to/ai-factory --skill ai-factory

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill helps teams quickly establish a usable Claude Code context for new or existing projects by analyzing the tech stack, installing relevant skills from skills.sh, generating domain-specific skills with /ai-factory.skill-generator, and configuring MCP servers to integrate tooling and automation.

Core Features & Use Cases

  • Analyze the project stack (package.json, composer.json, requirements.txt, etc.) to determine dependencies and suggested skills.
  • Install relevant skills from skills.sh and secure them with a built-in security scan workflow.
  • Generate custom skills via /ai-factory.skill-generator to tailor behavior to the project.
  • Configure MCP servers (GitHub, Postgres, filesystem) to enable automated workflows and integrations.
  • Guide users through security reviews and compliance checks before enabling external skills.

Quick Start

Ask /ai-factory to set up AI context for your project with a brief description.

Frequently Asked Questions about ai-factory

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I automate Claude Code context setup for a new project?▼

To automate Claude Code context setup, this Skill analyzes your project stack, installs relevant skills from skills.sh, generates domain-specific skills, and configures MCP servers for immediate AI integration.

What is the best way to configure MCP servers for an existing workspace?▼

Configuring MCP servers for an existing workspace is handled by analyzing your tech stack and enabling integrations like GitHub, Postgres, and filesystem servers to automate workflows and tooling.

Can I generate custom domain-specific skills for my tech stack?▼

Yes, you can generate custom domain-specific skills using the built-in skill-generator, which tailors AI behavior to your project dependencies identified in files like package.json or requirements.txt.

Does skills.sh integration include security scanning before installing skills?▼

Yes, skills.sh integration includes a built-in security scanning workflow that guides users through security reviews and compliance checks before enabling external skills in your project.

How do I manage scalable skill installation across multiple AI teammates?▼

Scalable skill management is achieved by applying this context setup to new or existing workspaces, ensuring all AI teammates receive ready-to-use context, suggested skills, and configured servers.

What tech stack files are analyzed to determine suggested skills and dependencies?▼

The Skill analyzes tech stack files like package.json, composer.json, and requirements.txt to determine project dependencies and install relevant skills from skills.sh.

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