MOOC students fall into the trap of “educational television”—watching hours of video without executing anything.
The user enters their study goal. They hit “Stream Mode” when watching a video or reading an article. The app tracks that time. The moment they pause or the video ends, the tool forces them into an immutable “Build Mode” countdown timer of equal length.
Free auditing students lack immediate, strict grading loops, and using raw AI prompts requires manual setup every single time.
A clean web interface where a student selects their subject framework, inputs the assignment prompt, paste their raw code or solution, and receives a highly structured, objective analysis.
Building an “unbundled degree blueprint” by scouring top-tier university websites and finding exact MOOC equivalents is a massive manual friction point.
A crowdsourced or curated index where users can select a major from an elite university (e.g., MIT Computer Science) and see a direct, verified list of free audited courses that map directly to those freshman-to-senior requirements.