marouanium/skolinkai

Skolink AI is an offline-first PWA that helps teachers in low-resource schools identify at-risk students, generate assignments, grade work, and create targeted interventions with Gemma 4. # Skolink AI **AI-powered dropout prevention for under-resourced schools.** Skolink AI is an offline-first Progressive Web App that helps teachers identify at-risk students early and act before dropout happens - without reliable internet, without IT support, and without adding to an already impossible workload. In many under-resourced schools, teachers manage classes of 30 to 58 students with no digital tools and limited connectivity. Students fall behind silently. By the time a teacher notices, it is often too late. Skolink AI closes the full pedagogical loop, powered by Gemma 4. **Detect - Plan - Act - Assess** | Stage | What the teacher does | Powered by | |---|---|---| | **Detect** | Sees who is at risk - risk score, CEAR skill gaps, subject performance | Deterministic formula | | **Plan** | Gets a personalised teaching strategy + typed intervention actions | Gemma 4 (2 chained calls, streamed) | | **Act** | Sends a targeted exercise + parent message in the family's language | Gemma 4 + WhatsApp | | **Assess** | Grades handwritten or typed work - risk score updates live | Gemma 4 vision + text | The complete loop - including handwritten photo grading - runs **fully offline on a 16 GB+ laptop**, via Gemma 4 E4B's native multimodal vision through Ollama. --- ## Demo Watch the 3-minute demo: **Video youtube link** Live app (installable PWA): **Skolink.app** --- ## Quick Start ```bash git clone github.com cd skolinkai npm install npm run dev ``` Open localhost - seed data loads automatically on first visit (a sample class of 6 students with five weeks of realistic correction history). For AI features, the live demo is pre-configured with an API key - AI works out of the box. To use your own key, click the gear icon in the header and add your Google AI Studio key. --- ## Features ### Detect - Early Warning Dashboard - Live risk score (0–100) per student, computed from recent grades, skill gaps, and missi …