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ichinya
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aif

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

Updated Aug 23, 2026
Search Tags:#automation#mcp#project-setup#security-scan#skill-generator#skills.sh#aif
One-click install
npx skills add https://github.com/ichinya/idshka --skill aif-ichinya
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: aif
Source: https://github.com/ichinya/idshka/tree/main/.codex/skills/aif
Command: npx skills add https://github.com/ichinya/idshka --skill aif-ichinya

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

Automates the setup of an 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", or "what skills do I need".

Core Features & Use Cases

  • Analyze the project tech stack to determine required skills and integrations.
  • Install and wire up skills from skills.sh, and generate custom skills oriented to the project.
  • Configure MCP servers and project context to support AI-driven workflows.

Quick Start

Describe your project briefly to initialize the AI context setup.

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?▼

Setting up AI context for a new project requires analyzing the tech stack to determine required integrations, installing relevant skills from skills.sh, generating custom skills, and configuring MCP servers. This process validates security considerations and provisions deterministic script execution for project onboarding.

What is MCP server configuration and when do I need it?▼

MCP server configuration establishes servers to support AI-driven workflows within a project. You need it when provisioning AI context for a new project, generating custom skills, or requiring deterministic script execution for project onboarding and security validation.

Can I generate custom skills and install from skills.sh for any tech stack?▼

Yes, you can install and wire up skills from skills.sh and generate custom skills for any tech stack. The automation analyzes your stack to determine required integrations, validating security considerations and enabling deterministic script execution for project onboarding.

Does AI context provisioning validate security considerations for my project?▼

Yes, AI context provisioning validates security considerations during project setup. It surfaces guidance for project onboarding, enables deterministic script execution, and configures MCP servers to satisfy operational requirements and ensure secure AI-driven workflows.

What are the limitations of automating project setup with AI context?▼

Limitations of automating project setup include the reliance on accurate tech stack analysis to determine required skills and MCP servers. It requires validating security considerations and enabling deterministic script execution to properly provision AI-driven workflows for project onboarding.

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