aif

Analyzes a project's tech stack and installs relevant skills from skills.sh.

Updated Apr 17, 2026

Search Tags:#automation #mcp #project-setup #ai-context #security-scan #skill-install #custom-skills

Ready to run

npx skills add https://github.com/VeronikaVashkevich/job-tracking-app --skill aif-veronikavashkevich

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: aif
Source: https://github.com/VeronikaVashkevich/job-tracking-app/tree/main/.opencode/skills/aif
Command: npx skills add https://github.com/VeronikaVashkevich/job-tracking-app --skill aif-veronikavashkevich

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Analyzes a project's tech stack and prepares an AI context by installing relevant skills from skills.sh, generating custom skills via /aif-skill-generator, and configuring MCP servers for external integrations.

Core Features & Use Cases

Analyzes tech stack to determine required AI capabilities and MCP integrations.
Installs skills from skills.sh and generates project-specific skills via /aif-skill-generator.
Configures MCP servers for external services and automation workflows.
Use case: Starting a new project or reconfiguring AI context for an existing project.

Quick Start

Provide a project description and run /aif to initialize the AI factory context for your project.

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 context for a new project?▼

To set up AI context, provide a project description and run the initialization command to analyze your tech stack, install relevant skills, generate custom skills, and configure MCP servers for external integrations.

How does AI context generation analyze a tech stack?▼

AI context generation analyzes your tech stack by parsing the project description, identifying dependencies, and producing a structured setup that includes required skills, descriptions, and policies for external services.

Can I configure MCP servers for external service integrations automatically?▼

Yes, you can configure MCP servers for external services automatically as part of the AI context setup, which integrates external services and automation workflows into your project environment.

Do I need to generate custom skills when starting an AI-driven project setup?▼

Generating custom skills is required when the standard skills from the registry do not fully cover your project's specific requirements, allowing the system to produce project-specific capabilities via the skill generator.

What's the best way to reconfigure AI context for an existing project?▼

The best way to reconfigure AI context for an existing project is to provide its current description to the setup tool, which re-evaluates the tech stack and updates installed skills, custom skills, and MCP configurations.

When do I need an AI factory context for my development workflow?▼

You need an AI factory context when starting a new project or reconfiguring an existing one for AI-driven development, ensuring the environment has the necessary installed skills, generated custom skills, and MCP server policies.