VisusVision/CodeJury — reverse-engineered prompt

Build me a local web app called CodeJury for programming assignment assessment, aimed at both teachers and students. I want teachers to be able to create a course, describe an assignment in plain language, and have the app ask follow up questions to remove ambiguity, then generate a rubric, style and security checks, and unit tests. Students should be able to submit code in a clean workspace and get fast feedback.

The system should evaluate submissions with several AI reviewers working together, covering testing, code quality, coding guidelines, security, seniority level, and line by line evidence, then combine everything into one clear final score and report. It should run code safely in isolated containers and support at least Python, C++, and Java. I also want downloadable PDF style evaluation reports with scoring breakdowns and improvement suggestions.

Please make it a full stack app with a simple modern UI, local backend, database, cache, and local LLM support. It should be easy to start in demo mode or full mode. Look up current docs online if you need to.