01Dual-Lane Scorecard analysis (Build Truth vs. World Interface)
02Value-to-Cash path mapping for monetization clarity
03Automated friction mapping and outcome testing
04Generation of structured 30/60/90 day actionable roadmaps
052 GitHub stars
06North Star metric and Primary User diagnostic alignment