Portfolio Compass is an AI-powered tool that evaluates designer portfolios using the Hiring Manager Framework. The framework scores portfolios across four dimensions: Direction (problem clarity, goal articulation), Psychology (emotional triggers, attention design), Sharpness (metrics visibility, craft quality), and Separation (uniqueness, strategic thinking). Key metrics: 40% average improvement in portfolio scores, 500+ portfolios analyzed, 4 scoring dimensions. Built with React, TypeScript, Supabase, and Claude AI integration.