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Guide learners to reverse engineer, understand, rebuild, and ship serious software projects from arbitrary repositories. Use for repository inventory, stack and concept mapping, learner-level calibration, adaptive build recipes, staged implementation, public GitHub project discovery, focused front-end or backend learning, and honest portfolio evidence.