prayag-1771/Aegis — reverse-engineered prompt

I want you to turn this repo into a working demo of Aegis, a single public safety command centre that combines three things in one place. It should detect scam calls or messages, spot counterfeit currency from a camera or uploaded image, and find suspicious fraud networks, then pull those signals together into one clear intelligence view. The main dashboard should feel polished and easy to demo, with a crime map, signal cards, and a fusion summary that explains when a scam, a fake note, and a fraud ring appear connected by place and time.

Please wire up the full flow so each module can run on its own, but the command centre still brings everything together cleanly. I also want the live demo moments to work, meaning scam text gets flagged with reasons, a note scan points out missing security features, and the fusion layer writes a short actionable summary with an audit trail feel. If an AI key is missing, keep a solid fallback so the demo still works. Read the project plan and docs first, and look up current docs online if you need to.