Interactive AI Assistant & Ecosystem Overview

The YeneSchool AI Assistant is an intelligent, context-aware copilot built directly into every screen of the portal. Designed specifically for Ethiopian K-12 education, the AI Assistant connects securely to real-time school records, understands the Ethiopian Calendar (EC), supports 5 languages (Amharic, Afaan Oromo, Somali, Tigrinya, and English), and adapts its behavior to each user's specific role.

1. Accessing the AI Assistant

The AI Assistant is accessible from anywhere in the platform:

• Top Header Bar: Click the ✨ AI Assistant icon in the main navigation bar.
• Keyboard Shortcut: Press Cmd + K (Mac) or Ctrl + K (Windows/Linux) and type your question.
• Contextual Action Buttons: On specific pages (such as Lesson Planner, Gradebook, or Student Profile), click ✨ Generate with AI or Ask AI about this Student to load context instantly.

2. Core Capabilities & Interactive Tools

3. Role-Specific Copilot Capabilities & Prompt Library

┌───────────────────────────────────────────────────────────────────────────────┐
│ 💬 Example Prompt Template                                                    │
│ "Analyze Grade 9B General Science quiz marks. Which 3 topics had the lowest   │
│ average scores, and generate 5 remedial practice questions in Amharic."       │
└───────────────────────────────────────────────────────────────────────────────┘

👨‍🏫 For Teachers & Academic Staff

• 5E Lesson Plan Generation: Generate timed classroom plans based on Ministry textbooks (Engage, Explore, Explain, Elaborate, Evaluate).
• Quiz & Exam Item Generator: Create multiple-choice questions with answer keys categorized by Bloom's taxonomy.
• Constructive Student Feedback: Draft empathetic, encouraging comments for end-of-term student report cards.
• Differentiated Instruction: Adapt a difficult physics or math concept for students needing extra scaffolding.

🏫 For School Directors & Administrators

• Executive Morning Briefing: Summarize daily school attendance, teacher absences, and urgent operational alerts.
• Early Warning At-Risk Identification: Query the top 10 students exhibiting consecutive absenteeism or falling grade trajectories.
• Official Circular & Announcement Drafting: Write professional bilingual notices for parents regarding school events, holidays, or fee schedules.

👨‍👩‍👧 For Parents & Students

• Study Copilot & Homework Explainer: Break down homework questions step-by-step without simply giving away the final answer.
• Academic Progress Summarizer: Translate technical exam percentage breakdowns into clear, easy-to-understand progress updates.
• Excuse Letter Assistant: Draft formal medical absence notices for homeroom teachers.

4. Best Practices for High-Quality Prompts

!TIP Follow the C-T-F Prompting Rule

1. Context (C): Mention the grade, subject, or class ("For Grade 8 Social Studies, Unit 4...").
2. Task (T): State clearly what you need ("Create 3 discussion debate topics...").
3. Format (F): Specify how you want the output presented ("Format as a markdown table with suggested time limits and student rubrics.").

Next Steps in AI Intelligence

• Autonomous AI Engine & Background Autopilots — How background AI monitors risk, absence, and daily briefings
• Timetable Substitution Watchdog — Automated absence matching and Telegram period swaps
• Empathetic Parent Dialogue Engine — Automated empathetic SMS alerts and family outreach
• AI Configuration & Model Settings — Setting up API keys, model tiers, and feature toggles