measure-ai-proficiency

Assess and improve repository AI coding proficiency and context engineering maturity. Use when users ask about: (1) AI readiness or AI maturity assessment, (2) context engineering quality or improvement, (3) CLAUDE.md, .cursorrules, or copilot-instructions files, (4) measuring how well a repo is prepared for AI coding assistants, (5) recommendations for improving AI collaboration, (6) what context files to add, or (7) comparing their repo to AI proficiency best practices.