Academic Clarity,
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An open-source clarity analytics layer for modern classrooms. Track doubts, identify confusion patterns, and improve learning outcomes.
The Problem With Modern Classrooms
- • Doubts buried inside chat threads
- • No structured tracking of confusion
- • Repetitive explanations across sessions
- • No topic-wise insight for professors
- • No measurable clarity feedback
- • Scattered academic communication
A Structured Doubt Lifecycle
1. Student Posts Doubt
Tagged by subject and date, attached to the right class session.
2. Professor Responds
Marks as resolved, discuss next class, or still unclear.
3. Analytics Generated
Identify weak topics, confusion trends, and unresolved ratios.
Clarity Analytics Dashboard
Most Confused Topic
Database Normalization
Unresolved Doubts
18%
Weekly Doubts
42 Questions
Built for Openness
Licensed under AGPL v3. Fully self-hostable. Transparent codebase. No vendor lock-in. Designed to keep academic infrastructure open.