aif

Analyze tech stacks, install skills, and configure MCP servers for projects.

Updated Feb 23, 2026
One-click install
npx skills add https://github.com/batFormat/sancrm-docs --skill aif-batformat
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: aif
Source: https://github.com/batFormat/sancrm-docs/tree/main/.claude/skills/aif
Command: npx skills add https://github.com/batFormat/sancrm-docs --skill aif-batformat

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill automates the setup of AI development environments for new or existing projects, ensuring the Claude Code agent has the necessary context, skills, and configurations to operate effectively.

Core Features & Use Cases

  • Project Analysis: Automatically detects the tech stack of existing projects.
  • Skill Management: Installs relevant skills from skills.sh and generates custom skills when needed.
  • Environment Configuration: Sets up MCP servers and generates essential project mapping files like AGENTS.md.
  • Use Case: When starting a new Node.js/Express project with a PostgreSQL database, use this Skill to analyze the requirements, install necessary skills for database interaction and API development, and configure the environment for AI-assisted coding.

Quick Start

Use the aif skill to set up a new project with a description of building a REST API for user authentication.

Frequently Asked Questions about aif

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

FAQPage Schema
How do I set up AI development context for an existing project?

To set up AI development context for an existing project, this skill analyzes the tech stack, installs relevant skills, and configures MCP servers. It automatically generates project specification and mapping files like AGENTS.md to provide context.

Can I initialize a new project environment with specific tech stack requirements?

You can initialize a new project environment by providing a description of your requirements, such as building a REST API. The tool analyzes the specified tech stack and generates the necessary AI context and configurations.

Do I need Python and npm packages to configure MCP servers and manage skills?

Yes, configuring MCP servers and managing skills requires Python for security scanning and various npm packages. These dependencies are necessary to automate the environment configuration and skill generation processes.

What is the best way to generate project mapping files for AI-assisted coding?

The best way to generate project mapping files like AGENTS.md for AI-assisted coding is using an automated setup tool. It maps the project structure and specifications, ensuring the AI agent operates with accurate environment context.

Does this tool support tech stack analysis for Node.js and PostgreSQL environments?

Yes, tech stack analysis supports environments like Node.js, Express, and PostgreSQL. It detects the existing stack, installs necessary skills for database interaction, and configures the environment for AI-assisted coding.