SkillLens TutorKit: AI Worksheet & Teaching Pack Generator for Educators (Built with Gemma)

Описание и применение

SkillLens TutorKit автоматизирует подготовку учебных материалов для независимых преподавателей, сокращая время создания рабочих листов с 90–120 минут до менее 3 минут, при этом обеспечивая контроль педагогической составляющей и возможность работы в автономном режиме.

Задача

Independent tutors and small coaching centres spend 5–12 hours weekly drafting practice problems, cross‑referencing answer keys, balancing difficulty tiers, and formatting study materials, creating unpaid overhead that erodes thin margins.

Результат

SkillLens TutorKit reduced worksheet generation time from 90–120 minutes to under 3 minutes for a 10‑question practice set, while providing detailed pedagogical explanations and maintaining full educator control.

Рабочий процесс

• 1. Upload source material (PDF, DOCX, TXT, or text prompt).
• 2. Engine categorizes subject and generates aligned curriculum package.
• 3. Generate multi‑format questions: diagnostic MCQs with explanations, step‑by‑step worked exercises with KaTeX, spaced‑retention flashcards.
• 4. Use adaptive Socratic tutor drawer for hints and targeted drill questions.
• 5. Review, edit, and export completed study sets into printable formats.

Доказательства

Every week, educators spend between 5 to 12 hours manually drafting practice problems, cross‑referencing answer keys, balancing difficulty tiers, and formatting study materials.

Источник

Generating a balanced 10-question practice set with comprehensive step-by-step explanations took under 3 minutes, compared to their typical 90–120 minutes of manual typing and solution verification.

Источник

The codebase is organized around a clean separation of concerns: backend/app/ (FastAPI), frontend/ (React 19 + Vite).

Источник

Gemma 4 (gemma-4-26b-a4b-it) via Google GenAI SDK for lesson plans, multi‑choice question generation, and Socratic tutoring.

Источник