adaptive-tutor-k12

Specialist squad for K-12 adaptive tutoring.

Overview

The adaptive-tutor-k12 is a complete squad covering the entire personalized tutoring cycle:

1. Diagnostic Assessment — Adaptive diagnostics to map knowledge gaps, proficiency level, and learning style
2. Curriculum Mapping — Personalized learning paths aligned with BNCC/Common Core, with gradual progression and spaced repetition
3. Adaptive Tutoring — Personalized sessions with multiple pedagogical approaches, adaptive exercises, and immediate feedback
4. Progress Tracking — Topic-level mastery monitoring, stagnation detection, and trend analysis
5. Parent Reports — Accessible reports celebrating achievements, explaining improvement areas, and providing practical home recommendations

Pain Point: Individual tutoring yields 98% performance improvement vs 20% in conventional classrooms (Bloom, 1984), but is inaccessible to most families due to high cost.

Agents

Workflows

Available Commands

Quick Start

# Activate the tutor (main orchestrator)
/atk:agents:tutor-agent

# Full adaptive tutoring cycle
*full-tutoring

# Quick practice
*quick-practice

# Diagnostic assessment only
*assess-student

# Parent report only
*parent-report

Target Users

• Parents seeking personalized tutoring
• K-12 Students (Elementary through High School)
• Teachers and pedagogues
• Schools and educational institutions
• EdTech platforms

Requirements

• Subject and grade level definition
• Information about specific difficulties (optional)
• Availability for tutoring sessions (20-90 min)
• Parental consent for minor data collection (LGPD/COPPA)