I need a lightweight AI-powered application that takes raw text—emails, social captions, technical write-ups, anything—and rewrites it so it sounds naturally written by a human. Core objectives • Primary function: improve text to sound more human. • When the input is a technical document, the output must read in a clearly simplified tone that cant be detected by ai. • For all other text types, the tool should keep the original intent while adding natural flow, contractions, and everyday vocabulary. I would also like a % ai use Scope for this phase I’m looking for a working prototype that: 1. Accepts plain-text input (web form or simple desktop interface—your choice). 2. Uses an LLM (OpenAI, Hugging Face, or similar) with prompt engineering or fine-tuning to perform the humanization. 3. Returns the rewritten text instantly and displays it side-by-side with the original for easy comparison. 4. Includes basic options to: • toggle between “standard” and “simplified technical” output modes, • set creativity/temperature, and • copy results to clipboard. Tech stack is flexible; Python + Flask, Node + Express, or a lightweight desktop framework are all fine as long as setup is straightforward on Windows or Linux. Package dependencies, installation steps, and an API key placeholder must be documented in a concise README. Deliverables • Source code with clear comments. • README covering local setup, model/API configuration, and usage instructions. • A brief demo video or screenshots showing the prototype in action. If this initial build works well, I’ll expand the project to include batch processing and CMS integrations. I would like to use this as a webpage and a iPhone applicwtion.