Personal Tutorv1.0.3

A busy student starts a new subject like 'Linear Algebra' or 'Microeconomics'. The tutor creates a syllabus, daily lesson plan, and a learning log table. After each lesson it runs three-layer archiving into learning records, memory, and a knowledge base, with a mandatory self-verification before marking the lesson complete.

A working professional preparing for AWS, CFA, or PMP certification uses the tutor to break the exam into daily lessons. The system quizzes after each lesson and archives key concepts into Obsidian for long-term review. Learning logs feed the study schedule, and archive depth can be set to full for exam-ready notes.

A learner starting 'Japanese N3' or 'Business English' gets a phased syllabus with daily vocabulary, grammar, and practice sessions. The tutor tracks mastery per topic, records recurring mistakes in learning logs, and extracts vocabulary and grammar concepts into the knowledge base so they can be revisited.

A new hire or team member starting a domain like 'Healthcare Compliance' or 'SaaS Product Architecture' follows daily lessons led by the tutor. Session knowledge is archived into a shared Obsidian vault with consistent naming and linking according to a schema file, building a durable internal knowledge base over weeks.

A hobbyist starts 'Music Theory' or 'Game Engine Programming' and uses the tutor to structure lessons with quizzes and archive notes. The three-layer archive keeps learning records, a running memory of objectives, and concept notes in the knowledge base, making it easy to update records or resume after a break with 'continue [subject]'.

The skill can be embedded into a paid subscription service where learners pay monthly for structured AI-guided lessons across unlimited subjects. Value comes from daily lesson planning, quizzes, and automatic three-layer archival that turns sessions into a searchable knowledge base.

Schools, bootcamps, and corporate training departments license the tutor as part of their LMS or internal tooling. The configurable learning root, category structure, and Obsidian integration let institutions map the tutor to their existing curriculum and note systems.

Offer a free version supporting a single subject with light archiving, and a paid upgrade that unlocks full archiving, knowledge base extraction, custom schema rules, and unlimited subjects. The rebranding and version upgrades make it easy to market as a premium feature in an AI assistant ecosystem.