tutor

To structure self-directed learning, this skill synthesizes raw research sources into scheduled, session-based curricula, breaking complex topics into manageable hour-blocks with clear reading lists and teaching modules.

Adaptive mastery tracking works by using spaced-repetition flashcards and Bloom-level questioning to verify knowledge, tracking your conceptual progress and updating your personal research database after each session.

Yes, you can integrate your own annotated materials by ingesting research sources into a personal knowledge base, ensuring that your scheduled learning and adaptive testing are grounded in your local files.

Yes, local file system access is required to read course modules, track learning progress, promote library resources, and manage knowledge audit updates across your personal research databases.

The best way to start a scheduled coaching session is to invoke the skill with your target subject, which triggers the pipeline to read your local course modules and begin the next scheduled hour-block.