algorizzm/Aptitude — reverse-engineered prompt
Reverse engineered prompt
Build me an AI based job matching web app where someone can paste their resume text and instantly see which job roles fit them best.
The app should pull out skills from the resume, compare them against a set of predefined job roles, show a clear match percentage for each role, and list both the skills they already have and the skills they’re missing. For missing skills, recommend useful learning resources so the person knows what to study next.
Make it a polished full stack app with a React frontend and a simple Node Express backend. It doesn’t need a database, just use JSON files for the job roles, skill lists, and learning resources. I want the UI to feel modern, dark, and glassy, with animated circular progress indicators for match scores.
Please include a working analyze API, sample job data, skill extraction logic, gap analysis, recommendations, and clear setup instructions so I can run the frontend and backend locally.
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