vibe coded frontend

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# BoostAI
This data is stored at question level, topic level, and session level
a sequenced list of 10 questions with a plain-English justification for each choice, covering difficulty gradient, question type, and topic rationale. The agent must reason about misconception patterns
and must be able to re-route mid-session when a pupil answers unexpectedly well or poorly
attempt records, solve mode (independent / step-by-step / Solve Together / handwritten), time on task, score per question, topic and subtopic tags, class ave. score for that topic
Output must be structured JSON with question ID, topic, difficulty level, and a plain-English justification for every item in the plan