aif

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.

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.

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.

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.

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.

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.