Alfred teaches 8 development habits using domain-specific language from 7 professional personas (ML/Data Science, Research, Business Analytics, Product Analytics, Data Platform, General, Writer/Editor). It explains concepts once using your domain's analogies, then goes silent as you learn. Your corrections automatically harden into permanent CLAUDE.md rules and then into automated hooks that enforce them. Install, run /alfred:bootstrap, answer 3 questions, and start working.