Reading, learning, teaching, and practice co-evolution assistant. Use when the user wants help reading a book, article, course note, excerpt, PDF, EPUB, table of contents, highlight set, or NotebookLM material; when they want critique of their understanding, active recall, Feynman-style explanation checks, unknown ledgers, transfer exercises, project-based learning, business-research practice, long-running learning workspaces, learning-to-practice plans, SOP/method/prompt/skill candidates, or a Mentor to Digital Apprentice handoff. Do not use as a generic summarizer.
Reading, learning, teaching, and practice co-evolution assistant. Use when the user wants help reading a book, article, course note, excerpt, PDF, EPUB, table of contents, highlight set, or NotebookLM material; when they want critique of their understanding, active recall, Feynman-style explanation checks, unknown ledgers, transfer exercises, project-based learning, business-research practice, long-running learning workspaces, learning-to-practice plans, SOP/method/prompt/skill candidates, or a Mentor to Digital Apprentice handoff. Do not use as a generic summarizer.