Main Features/Basic Concept of the francAIs PROTOTYPE
To practice VIBE Coding on francAIS, we identified the core modules and key features of the project to serve as our working basic Prototype.
The text below presents a concise overview of this Prototype, summarized in three paragraphs below the image.
We are intentionally limiting the level of detail in order to protect our intellectual property.
From the 3-pages document: Prototype Basic Concept.
The francAIs Prototype is a minimalist web-app designed to help English-speaking learners (A1–B2+) improve their written and spoken French through immediate AI-driven pedagogical feedback. Its goal is clarity and simplicity: no clutter, no history, no favorites—just focused practice. The interface remains intuitive, with optional English translations in italics and front-end text-to-speech (Web Speech API) to support pronunciation and listening skills.
The user journey is structured but flexible. New users sign up for a limited free promotion (10 modules / 30 days), while returning users log in and automatically access Module 1 before choosing Modules 2 or 3. A clean navbar displays the francAIs logo, module dropdown, remaining modules, and user level. Navigation is restricted to the navbar to maintain simplicity, and contextual pop-up tutorials guide the user without overwhelming the interface.
The learning experience is organized into three core modules. Module 1 presents a short French quotation with optional TTS. Module 2 evaluates written expression: AI generates a prompt, analyzes grammar, vocabulary, structure, marks errors, and rewrites the text at a higher level. Module 3 builds vocabulary by generating categorized word lists with contextual sentences. All modules emphasize structured progression, adaptive AI feedback, and efficient, distraction-free language practice.