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aif

Automates Tailwind project builds and deployments via a single command.

Updated Mar 22, 2026
Search Tags:#architecture#mcp#project-setup#ai-context#security-scan#skills.sh
One-click install
npx skills add https://github.com/afterwork/arra-aif --skill aif-afterwork
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: aif
Source: https://github.com/afterwork/arra-aif/tree/main/.cursor/skills/aif
Command: npx skills add https://github.com/afterwork/arra-aif --skill aif-afterwork

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill helps teams bootstrap an AI-enabled project by analyzing the tech stack, selecting and installing relevant skills from skills.sh, generating domain-specific skills with the aif-skill-generator, and configuring MCP servers for external integrations.

Core Features & Use Cases

  • Analyze and tailor AI context: automatically analyzes the project's tech stack and sets up a contextual AI workspace.
  • Install, generate, and configure skills: installs skills from skills.sh, generates custom domain skills via the aif-skill-generator, and configures MCP servers for integration.
  • Security-first validation and onboarding: enforces security scanning of external skills and outputs project artifacts for onboarding.

Quick Start

Describe your project to initiate the AI context setup and skill installation.

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-ready project context for my development team?▼

To set up AI-ready project context, analyze your tech stack and generate artifacts like DESCRIPTION.md and AGENTS.md. This process configures MCP servers and installs relevant skills to onboard AI agents quickly.

What is the best way to configure MCP servers for AI project integration?▼

Configuring MCP servers for AI integration is handled by analyzing your project's tech stack and assembling relevant skills. This establishes external integrations and generates a contextual AI workspace for development.

How do I generate custom domain-specific skills for my codebase?▼

Generating custom domain skills uses the aif-skill-generator to create specialized capabilities based on your project context. This ensures your AI workspace has tailored tools for your specific development needs.

Can I install external skills from skills.sh without security risks?▼

Installing external skills from skills.sh includes enforced security scanning and validation before assembly. This security-first approach prevents malicious code from entering your AI workspace and compromising your development environment.

Do I need to manually describe my project to bootstrap an AI-enabled workspace?▼

You need to describe your project to initiate the AI context setup, which automatically analyzes your tech stack. This triggers the installation of relevant skills, generation of custom skills, and configuration of MCP servers.

What project artifacts are generated for AI agent onboarding?▼

Project artifacts generated for AI agent onboarding include DESCRIPTION.md and AGENTS.md files. These documents provide essential context about your tech stack and workspace configuration to help AI agents understand your project.

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