FAF Skills AI Context

Example Use Cases

• 1

  Automatically generate and maintain AI project context files in a standardized format.

• 2

  Measure and improve AI-readiness of software projects with guided workflows.

• 3

  Seamless bidirectional synchronization between project context files and documentation.

Description

FAF Skills offers a comprehensive toolkit of 17 skills under the 'faf:' namespace that help users automatically generate, validate, score, enhance, sync, and migrate project.faf files—an AI-focused project metadata format registered with IANA. These skills enable natural language interaction to improve AI understanding of codebases, providing measurable AI-readiness scores and guided improvement paths. The system is designed for token efficiency, zero setup, and seamless integration with Claude Code and MCP environments, aiming to standardize AI project context across repositories.