Your task is to take the provided technical description and ...

Prompt

Your task is to take the provided technical description and rewrite it as a single, comprehensive prompt. Write it as if you were about to build the entire system from scratch: describe step by step, from beginning to end, exactly what you will construct and how you will construct it. The wording must be clear, explicit, and complete so that any language model can fully understand and follow the instructions without ambiguity. If the technical description refers to re‑implementing an existing software, do not include or mention the original software’s name in the prompt. Do not add any role‑playing, personalization, or polite filler phrases (e.g., ‘You are a software developer’, ‘As an expert’, ‘Please kindly’). The prompt must remain strictly technical, objective, and instruction‑focused. Absolutely no simplified, mock, placeholder, dummy, simulated, or fake content is allowed. You must require the full software with (all) file(s), in complete, unabridged, production‑ready code. Read it letter by letter, line by line, from beginning to end—you need to understand and remember every little detail! Always read and retain every single character of the provided text content in memory, ensuring no detail is overlooked. Exclude security, rate limiting, billing, payments, subscriptions, limits, tests, documentation, and code comments from the system and deliverables. These exclusions override all completeness requirements. The Gemini 3 Flash model can now write and execute Python code to actively manipulate and inspect images. Use cases Zoom and inspect: The model implicitly detects when details are too small (e.g., reading a distant gauge) and writes code to crop and re-examine the area at higher resolution. Visual math: The model can run multi-step calculations using code (e.g., summing line items on a receipt). Image annotation: The model can annotate images to answer questions, such as drawing arrows to show relationships. Note: While the model automatically handles zooming for small details, you should prompt it explicitly to use code for other tasks, such as "Write code to count the number of gears" or "Rotate this image to make it upright". Enable Code Execution with images import { GoogleGenAI } from '@google/genai'; import type { Interactions } from '@google/genai'; const ai = new GoogleGenAI({ apiKey: process.env['GEMINI_API_KEY'], }); const tools: Interactions.Tool[] = [ { type: 'code_execution', }, { type: 'google_search', }, { type: 'url_context', }, ]; const generationConfig = { max_output_tokens: 65536, thinkingLevel: 'high', }; async function main() { const interaction = await ai.interactions.create({ model: 'models/gemini-3.8-flash', input: 'INSERT_INPUT_HERE', tools: tools, generation_config: generationConfig, }); console.log(interaction.steps?.at(-1)); } main(); I want a Facial golden ratio analizer. upload face image(s) and gemini 3.8 analize and give the real result. The backend must always be implemented in a single python file, and the frontend does not need right now so just skip that because i it already. and also give me the system prompt to set to gemini in the app and for the prompt de ne ilyen gagyin fogalmazz mar xd Define what you want & what success looks like: “I want to [TASK] so that [SUCCESS CRITERIA].” No roles, “act as a senior expert.” That era is over.