edgameclaw - Convert any learning material into a game-based course

I built something I wish existed when I was a student cramming for exams and I decided to open-source it today! This project is my attempt to close the gap between what brain and cognitive science says works and what edtech actually ships. It's called EdGameClaw, and it turns learning materials (textbook, papers,...) into a playable pixel-art game, in minutes. Not slides or quiz. A game you can play. Here's how it works — and why it might change how we think about learning tools: The problem with "AI for learning" today: Every tool generates the same thing — pretty slides, AI-narrated videos, flashcard decks. passive and forgettable. The research is clear: we learn by doing, not just watching. Active recall beats re-reading. Practice beats review. But making interactive games requires a game studio. Until now. EdGameClaw does something different: You paste in any content — class notes, textbook chapters, a research paper. The AI reads it, figures out what kind of knowledge each concept represents (taxonomy? procedure? spatial reasoning? cause-and-effect?), and then assigns the game mechanic that best reinforces that specific type of learning. Then it generates pixel-art characters, backgrounds, and a full narrative arc — complete with a Kishotenketsu story structure and cute characters. The result is a fully playable browser game. What I'm most proud of is the idea of mechanic-to-concept matching. Most tools slap the same quiz widget on everything. EdGameClaw analyzes the content and picks the game mechanic that actually fits the learning goal. It's the difference between a generic flashcard and a game designed around what you're trying to understand. If you're in edtech, instructional design, or human-centered AI, what's the one thing you'd want to turn into a game first? I'm a PhD student at NYU, supervised by professor Jan L. Plass, researching AI for educational games, HCI, VR, and educational neuroscience. If you work in edtech, instructional design, human-centered AI, or just believe learning should feel less like punishment, I'd love your feedback !!! I know that's much more work to do, and I hope to iterate, improve the project, and benefit the community !!!