project designer

an AI tool that designs curriculum-quality learning projects — given a topic, skill level, and goal, it generates a complete, well-scoped project spec with clear milestones, specific deliverables, and the kind of pedagogical structure that makes a project actually educational rather than just a to-do list. the difference between a good learning project and a bad one is usually in the design: good projects have just enough complexity to force learning, natural checkpoints, and a concrete artifact at the end.

the key feature is that it doesn't just generate a project idea but engineers the learning path embedded in it. for a given topic, it knows which concepts need to be encountered in what order, where students typically get stuck, and what kinds of deliverables force understanding rather than surface-level familiarity. this is the kind of design that good curriculum designers and senior engineers do intuitively but that most people can't access. the AI layer makes that expertise broadly available.