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aif

Analyze a project's tech stack and configure AI agent context.

56|3|Updated Mar 17, 2026
Search Tags:#project-setup#ai-context#mcp-server#security-scan#skill-generator#skills-install#aif
One-click install
npx skills add https://github.com/lee-to/ai-workspace --skill aif-lee-to
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: aif
Source: https://github.com/lee-to/ai-workspace/tree/main/.claude/skills/aif
Command: npx skills add https://github.com/lee-to/ai-workspace --skill aif-lee-to

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Set up AI agent context for a project by analyzing the tech stack, installing relevant skills from skills.sh, generating custom skills, and configuring MCP servers. Use when starting a new project, setting up AI context, or asking "set up project", "configure AI", "what skills do I need".

Core Features & Use Cases

  • Analyzes the project's tech stack and selects foundational skills
  • Installs skills from skills.sh and generates domain-specific skills
  • Configures MCP servers for external integrations and cross-project context
  • Example: initializing a new project with ready-to-use AI context and communication channels

Quick Start

Run /aif <project description> to start configuring AI 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 configure AI agent context for a new project automatically?▼

To configure AI agent context for a new project, you can use a tool that analyzes your tech stack and installs relevant skills automatically. This process selects foundational skills, generates domain-specific ones, and sets up MCP servers.

What does setting up AI context involve when initializing a project?▼

Setting up AI context involves analyzing your project's tech stack to select foundational skills, installing them from a skill repository, generating custom domain skills, and configuring MCP servers for external integrations.

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

Yes, you can generate custom domain-specific skills for your tech stack. The configuration process analyzes your project and uses a skill generator to create custom skills tailored to your specific domain requirements.

Are security checks performed before enabling external skills from skills.sh?▼

Yes, security checks are performed before enabling external skills. The configuration process enforces security scans on skills installed from skills.sh to ensure safe integration before activating them in your project.

How do MCP servers integrate with AI project configuration?▼

MCP servers integrate by configuring external integrations and cross-project context during project setup. They are established alongside skill installation to provide communication channels for the AI agent.

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