EPIC-7: 360° Holistic Progress Card & Smart Assessment Engine

📋 Overview

Field	Value
EPIC ID	NGE-17
Priority	🔴 P1 - High (Core Differentiator)
Story Points	97 SP
Duration	8 weeks (6 sprints)
Language	Python + Node.js

🎯 Vision

Transform raw exam scores into actionable Holistic Progress Cards using AI-assisted grading and competency mapping.

🏗️ The Four Domains (CBSE/NEP 2020)

Domain	What it Measures	Data Sources
Cognitive	Knowledge, analysis, problem-solving	AI-graded papers, exams
Affective	Values, attitudes, motivation	Self-assessment, observations
Socio-Emotional	Collaboration, empathy, leadership	Peer feedback, teacher logs
Psychomotor	Physical skills, practicals	Sports, art, lab work

📖 User Stories

Story	Title	Points	Sprint
NGE-17-1	AI Paper Grading	21	Sprint 23-24
NGE-17-2	Competency Framework	13	Sprint 24
NGE-17-3	Self-Assessment	8	Sprint 25
NGE-17-4	Peer Assessment	13	Sprint 25
NGE-17-5	Parent Feedback	8	Sprint 26
NGE-17-6	Behavioral Module	13	Sprint 26
NGE-17-7	HPC Generator	21	Sprint 27-28

🔧 Tech Stack

Component	Technology
OCR	AWS Textract (English + Devanagari)
LLM	Self-hosted Llama 3.1 / Mistral
PDF	React-PDF / Puppeteer
Queue	Redis + BullMQ

360° Feedback Sources

        ┌──────────────┐
        │   Teacher    │
        │  Assessment  │
        └──────┬───────┘
               │
┌──────────────┴──────────────┐
│                             │
▼                             ▼
┌──────────┐           ┌──────────┐
│   Self   │           │   Peer   │
│Assessment│◄─────────►│ Feedback │
└────┬─────┘           └────┬─────┘
     │                      │
     └──────────┬───────────┘
                │
        ┌───────▼───────┐
        │    Parent     │
        │   Feedback    │
        └───────────────┘