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Learner and cohort analysis (学情分析) for university professors — cross-cutting support for design, builds, and the weekly loop. 4-agent team turning professor-held student data — ability lists, pre-course diagnostics, pre-lesson questionnaire results — into evidence-based teaching decisions: ungrad...
Builds assessment instruments for university professors — pipeline Stage 3. 7-agent team covering test blueprints, exam/quiz/question-bank item writing, rubric design (analytic/holistic/single-point), TILT project briefs, AI-era integrity auditing, verified answer keys with worked solutions, and ...
Classroom AI ethics — FERPA, COPPA, age-appropriate AI literacy framing, bias-discussion frameworks
Academic writing, research methodology, and scholarly communication workflows. Use when writing papers, literature reviews, grant proposals, conducting research, managing citations, preparing for peer review, choosing OA routes under Plan S / 2026 OSTP Nelson Memo, posting preprints, working with...
Design distance learning programs. TRIGGERS - Use when user needs help with distance-learning-design related tasks.
Design student retention strategies for institutions. TRIGGERS - Use when user needs help with student-retention-strategy related tasks.
Generate practice tests, flashcards, study schedules, and timed simulations from any study material.
Enhances education through AI by providing personalized learning paths, automated assessments, and content generation.
Helps optimize student outcomes through effective measurement, testimonials, and alumni engagement, turning success stories into marketing assets.
Guides users through structured learning paths for new topics, adapting to their knowledge and learning styles for effective retention.
When user asks to study, create flashcards, take a quiz, make notes, revise, set study timer, track study hours, create study plan, explain a topic, test knowledge, do spaced repetition, summarize a chapter, practice questions, view study stats, or any learning/studying task. 22-feature AI study ...
Structured scholarly-work evaluation for papers, proposals, literature reviews, methods sections, evidence quality, citation support, and research-writing feedback.
Canvas LMS integration — fetch enrolled courses and assignments using API token authentication.
Design customized curricula for PODs with REAL resource links. Staged implementation with checkpointing and fallback logic. Use when user says 'Design curriculum', 'Create curriculum for POD', or 'Build learning plan'.
Prüft KI-Nutzung in Unterricht, Hausaufgaben und Prüfungen im Schulrecht Länder.
Prüft LRS/Dyskalkulie-spezifische Maßnahmen im Schulrecht Länder. Liefert ein belastbares Arbeitsprodukt mit Rückfragen, Normencheck und nächstem Schritt.
Prüft Kurswahlen, Umwahl, Belegpflichten und Laufbahnfolgen im Schulrecht Länder.
Prüft Plagiatsvorwürfe, Promotionsfolgen, Akteneinsicht und Verfahrensrechte im Hochschulrecht Länder.
Identify gaps, overlaps, and misalignments in curriculum coverage through systematic comparison with standards and learning progressions
Lead philosophical inquiry through structured questioning, elicit assumptions, expose contradictions, and guide interlocutors toward deeper understanding
Develop clear scoring rubrics with defined criteria, performance levels, and anchor examples ensuring inter-rater reliability
Systematically map curriculum content to educational standards with vertical and horizontal alignment documentation
Prepare ethics applications, develop informed consent protocols, and navigate institutional review processes for human subjects research
Prüft GWP-Verfahren, Ombudsperson, Kommission, Sanktionen und Fairness im Hochschulrecht Länder.
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