aif

Automate AI project setup by analyzing tech stacks and configuring MCP servers.

2|Updated Aug 22, 2025
One-click install
npx skills add https://github.com/drsapaev/final --skill aif-drsapaev
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: aif
Source: https://github.com/drsapaev/final/tree/main/.codex/skills/aif
Command: npx skills add https://github.com/drsapaev/final --skill aif-drsapaev

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

What problem does it solve?

This Skill automates the initial setup of AI development environments, ensuring that the correct tools, skills, and configurations are in place before development begins.

Core Features & Use Cases

  • Project Analysis: Automatically detects the tech stack of an existing project or guides the user through selecting one for a new project.
  • Skill Management: Installs necessary skills from a central repository (skills.sh) and generates custom skills as needed.
  • Context Configuration: Sets up essential AI agent configurations, including MCP servers and project documentation files (AGENTS.md, DESCRIPTION.md).
  • Use Case: When starting a new project, you can use this skill by simply running aif in your project directory. It will analyze your existing codebase or prompt you to define your project's stack, then automatically install relevant AI tools and configure your development environment.

Quick Start

Run 'aif' in your project directory to set up the AI development context.

Frequently Asked Questions about aif

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

FAQPage Schema
How do I automate AI project setup and configure the development environment?

Project analysis for AI setup automatically detects an existing project's tech stack or guides you through selecting one for a new project. This mechanism ensures the correct tools, skills, and configurations are in place before development begins.

Can I use this project setup tool with an existing codebase?

Configuring MCP servers and generating project documentation like AGENTS.md and DESCRIPTION.md are part of the context configuration process. This setup provides essential AI agent configurations to ensure a secure and efficient development environment.

Does the automated AI environment setup include security scanning for external skills?

Yes, the automated AI environment setup includes security scanning for external skills. It integrates security scanning during skill management from the central repository to ensure your development environment remains secure and efficient.

What are the limitations of generating custom AI skills through automated project setup?

Generating custom AI skills through automated project setup requires running 'aif' in your project directory, supporting both interactive and descriptive modes. The process relies on analyzing your tech stack to ensure generated skills match your specific development context.