What problem does it solve?
Setting up AI agent context for a new or existing project requires analyzing the tech stack, installing relevant skills, generating custom skills, and configuring MCP servers—all of which are tedious and error-prone when done manually.
Core Features & Use Cases
- Tech Stack Analysis: Automatically detects project type, language, framework, and database from configuration files like package.json or composer.json.
- Skill Management: Searches skills.sh for relevant skills, installs them with mandatory security scanning, and generates custom skills for project-specific needs.
- MCP Configuration: Sets up Model Context Protocol servers for GitHub, Postgres, Filesystem, and Playwright based on detected project requirements.
- Use Case: A developer starting a new Next.js project can run this skill to automatically install database migration skills, configure the GitHub MCP server, and generate a custom skill for the project's design system.
Quick Start
Use the aif skill to set up AI agent context for this project by analyzing the tech stack and installing the necessary skills and MCP servers.