qiminzhu/learn-tutor-plugin
Adaptive learning, review, and independent project assessment.
Teach new topics and lectures with source-grounded coverage audits, hierarchical objectives, guided practice, independent assessments, and session-only interactive practice. Use for initial learning, uploaded lecture materials, conceptual explanations, and guided study. Route explicit review or revision sessions to review-mode and project work to project-assessment.
Assess independently attempted learning projects, assignments, code, designs, or technical deliverables, including implementing, debugging, testing, and reviewing project tasks. Use when a learner requests Project Mode, begins a project, shares an implementation, or asks for project feedback. Default to independent attempts and graduated hints; do not give away solutions unless requested.
Review previously studied lectures or topics with adaptive retrieval, immediate diagnostic feedback, targeted relearning, and evidence-based spaced review. Use for explicit Review Mode, revision, knowledge-gap checks, retention practice, or review of lecture material; route reviews of project submissions to project-assessment instead.