faf-expert

FAF Expert - Advanced AI Context Architecture

Master the IANA-registered format that makes AI understand your projects.

Transform any codebase into an AI-intelligent project with persistent context that survives across sessions, tools, and AI platforms. Expert-level control over the foundational layer that powers modern AI development workflows.

When to Use This Skill

Use FAF Expert when you need:

Scenario	What FAF Expert Provides
Complex project setup	Expert configuration of .faf files and MCP servers
Championship scoring	Achieve 85%+ AI-readiness scores for production projects
Multi-AI workflows	Universal context that works across Claude, Cursor, Gemini, Windsurf
Legacy codebase revival	Transform archaeology into AI-readable project DNA
Team collaboration	Standardized context format for consistent AI assistance
Enterprise deployment	Professional MCP server configuration and management

Real-World Examples

Example 1: Legacy Enterprise Java System

# Achieved: 92% Gold tier with FAF Expert
project:
  name: enterprise-payment-api
  goal: Mission-critical payment processing system
  
stack:
  backend: java-spring
  database: oracle
  runtime: java-11
  deployment: kubernetes
  
human_context:
  where: AWS EKS production cluster
  when: Legacy sy