Tutor LMS
Tutor LMS integration. Manage data, records, and automate workflows. Use when the user wants to interact with Tutor LMS data.
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Tutor LMS integration. Manage data, records, and automate workflows. Use when the user wants to interact with Tutor LMS data.
EducateMe integration. Manage Courses, Users, Enrollments, Categories, Reviews. Use when the user wants to interact with EducateMe data.
Design Canvas LMS assignments using evidence-based learning science principles from the Four Learning Design Pillars. Use when educators want to create pedagogically sound assignments, need help writing assignment descriptions with clear objectives, want rubric suggestions, or are creating quizze...
Creates personalized learning paths for technologies, frameworks, or concepts. Use for user-interactive session only for onboarding new technologies, hackathon skill-building, or personal development planning. Not for use in automated development or investigation. Sequences resources (docs, tutor...
Toolkit to map EdTech programs to academic standards, accreditation,
Practical advice for thriving in PhD programs and academic research
Adaptive communication coaching that shapes speaking and writing behavior through reinforcement, scoring, and micro-interventions. Use when the user shares communications for feedback, requests practice scenarios, or during scheduled check-ins. Trains clarity, vocal control, presence, persuasion,...
Teaching-team management for university professors. 4-agent team covering TA onboarding (course-specific handbook + first-week orientation), grading-calibration norming sessions, workload allocation balanced by estimated hours, weekly TA meetings with decisions logs, and cross-TA grading-consiste...
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 ...
Generate a quick compliance checklist from the Four Learning Design Pillars. Use when users want a practical checklist for reviewing content, a quick audit tool, or verification questions for specific pillars.
Classroom AI ethics — FERPA, COPPA, age-appropriate AI literacy framing, bias-discussion frameworks
Educational philosophy — learn by building inspectable things
After vibe-coding completes, generate human-oriented teaching materials — project walkthroughs, tech stack tutorials, and architecture explanations — so the user learns while building.
Extract key concepts from any content and create spaced-repetition flashcards. Multiple formats: Anki-compatible, printable PDFs, interactive web.
Design bootcamp curricula with intensive learning paths. TRIGGERS - Use when user needs help with bootcamp-curriculum related tasks.
Design accommodation plans for learning differences. TRIGGERS - Use when user needs help with accommodation-plan related tasks.
Design learning for adults using andragogy principles. TRIGGERS - Use when user needs help with adult-learning-design related tasks.
Design adaptive learning systems. TRIGGERS - Use when user needs help with adaptive-learning-design related tasks.
Create coaching plans with goals and session frameworks. TRIGGERS - Use when user needs help with coaching-plan related tasks.
Apply instructional design models (ADDIE, SAM) to content. TRIGGERS - Use when user needs help with instructional-design related tasks.
Write measurable learning objectives using Bloom's taxonomy. TRIGGERS - Use when user needs help with learning-objective-writer related tasks.
Design professional development for educators. TRIGGERS - Use when user needs help with professional-development-plan related tasks.
Evaluate training programs using Kirkpatrick model. TRIGGERS - Use when user needs help with training-evaluation related tasks.
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