New samwong05692-creator/phase1-prompt-efficiency-game Streamlit App

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Check out this awesome Streamlit app I built, this app is developed as a Phase 1 prototype for a prompt efficiency game that helps users learn how to write shorter and more effective AI prompts. The main idea is to challenge users to compress a long prompt into fewer words while still preserving the original meaning. The system measures the original token count, the user’s compressed token count, token saving percentage, meaning accuracy, and final score. To make the game more engaging, the app includes 1,000 randomly generated questions across different business-related categories such as customer service, logistics, supplier management, manufacturing, quality, finance, legal, sales, HR, and AI prompting. It also includes a simple rule-based checker to prevent nonsense or incomplete answers from receiving high scores. The purpose of this prototype is to demonstrate how gamification can be used to improve prompt-writing skills, encourage token-efficient communication, and collect useful data for future dialect and local-language AI applications.