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

说明与用途

SkillLens TutorKit 为独立教师自动化制作工作表，将准备时间从90–120分钟缩短到不到3分钟，同时保持教学控制并支持离线运行。

问题

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.

结果

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.

工作流

• 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.

证据

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

来源

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.

来源

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

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

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