AQG Pipeline

A problem generation system designed for contest-grade practice.

STEAMCOACH models the subjects, formats, constraints, and multi-step reasoning demanded by STEM competitions before generating practice material.

Each stage is designed to produce useful questions at the right level—not generic exercises that only resemble the topic.

Capture standards, contest archetypes, constraints, and solution patterns.

Create fresh problems with controlled difficulty, topic coverage, and answer structure.

Filter for correctness, clarity, duplication, and level fit before students see the set.

Package the workflow into timed quizzes, readers, drills, and domain-specific practice apps.