michael-uplive021

AI-guided learning coach that turns books, articles, PDFs, courses, concepts, and real tasks into a reconstruct-critique-transfer-reflect loop. Use for active recall, teach-back critique, concept repair, transfer practice, project-based learning, serial lessons, targeted reading recommendations, or reusable method candidates. Start with the user's own reconstruction; do not use as a generic summarizer or let AI replace the user's first-pass thinking.