MistakeMap

MistakeMap is a mobile + web AI-assisted deliberate practice app that focuses on the one thing most practice apps ignore: your mistakes. You log a short note, photo, or clip of what went wrong (e.g., a piano passage, sales objection, tennis serve, coding bug). The app classifies the error type, asks 2-3 clarifying questions, then generates a tight “micro-drill ladder” (5–15 minutes) with measurable criteria and a retest prompt. It schedules spaced retests and forces a quick post-drill reflection so you build a personal error library over time. The goal is not motivation or habit streaks—it’s faster correction loops and fewer repeated failures. It’s realistic about limits: the AI won’t magically coach elite technique, but it can reliably structure practice, track recurring error patterns, and keep you honest with objective checkpoints.