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vulikjulik
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aif

Analyze codebases to initialize AI agent context and configure MCP servers.

Updated May 16, 2026
Search Tags:#ai-agent#workflow-automation#project-setup#security-scanning#skill-installation#mcp-configuration#tech-stack-analysis
One-click install
npx skills add https://github.com/vulikjulik/DeepLom --skill aif-vulikjulik
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: aif
Source: https://github.com/vulikjulik/DeepLom/tree/main/.opencode/skills/aif
Command: npx skills add https://github.com/vulikjulik/DeepLom --skill aif-vulikjulik

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

Starting a new project or integrating AI agents into an existing codebase requires manual configuration of context, skills, and integrations. This Skill eliminates that overhead by automatically analyzing the tech stack, installing relevant skills, and configuring MCP servers so the AI agent is productive from the first interaction.

Core Features & Use Cases

  • Tech Stack Analysis: Automatically detects project language, framework, and dependencies from configuration files.
  • Skill Installation: Searches and installs relevant skills from skills.sh with security scanning to prevent prompt injection.
  • Custom Skill Generation: Creates project-specific skills tailored to the codebase conventions and domain.
  • MCP Configuration: Sets up Model Context Protocol servers for GitHub, Postgres, filesystem, and browser automation.
  • Use Case: A developer starting a new Node.js/Express project can run the setup command and instantly have a configured agent with appropriate skills, security rules, and architecture documentation.

Quick Start

Use the aif skill to analyze the current project and set up AI agent context by detecting the tech stack, installing relevant skills, and generating configuration files.

Frequently Asked Questions about aif

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

FAQPage Schema
How do I automate AI agent setup and skill configuration for an existing codebase?▼

Automate AI agent setup by analyzing the existing codebase to detect the tech stack, installing relevant skills from skills.sh, and configuring MCP servers. This process eliminates manual context configuration so the agent is productive immediately.

Do I need Node.js to configure MCP servers and analyze my project tech stack?▼

Yes, Node.js is required as the runtime to configure MCP servers and analyze project tech stacks. Optional Python is also supported specifically for executing security scanning on external skills to prevent prompt injection.

Can I generate custom skills tailored to my project's specific codebase conventions?▼

Yes, you can generate custom skills tailored to your codebase conventions. The tool creates project-specific skills and architecture documentation based on the detected language, framework, and domain logic.

How does security scanning work when installing relevant skills from skills.sh?▼

Security scanning works by evaluating external skills from the skills.sh registry using optional Python scripts to prevent prompt injection. This ensures installed workflow automation tools do not introduce malicious context into the AI agent.

What is the best way to set up Model Context Protocol servers for GitHub and Postgres?▼

The best way to set up Model Context Protocol servers for GitHub, Postgres, filesystem, and browser automation is through automated project initialization. It configures the necessary integrations during the AI workflow setup process.

Does automated tech stack analysis support multiple programming languages and frameworks?▼

Yes, automated tech stack analysis supports multiple programming languages and frameworks by reading configuration files. It detects project dependencies to apply appropriate development environment configuration across diverse stacks.

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