sugan2317/welfarelens-ai ? reverse-engineered prompt

Build me a WelfareLens AI app that helps people find government welfare schemes they may qualify for from one simple profile.

I want a citizen portal where someone can sign up, answer a few questions, and then see a personalized dashboard with eligible schemes, near matches, and a clear explanation of why they qualify or miss out on each one. It should include a scheme catalog with search and filters, a saved benefits area, and an assistant that only answers from the scheme data and says when it is unsure. Make it work nicely on mobile and support English, தமிழ், and हिन्दी.

Also build an admin area where a government staff member can manage schemes, edit rules, test a profile against the live eligibility engine, and see analytics about where people are getting blocked. The rules should be driven by data, not hardcoded, so new schemes can be added without changing the app. If you need current docs for setup details, look them up online.