Description

First Principles Prompt Forger is a professional-grade prompt processing system. It breaks down user-inputted prompts from the ground up, calibrating them against real-world requirements using first principles, and then engineering-reconstructs them using the RTF framework, a seven-element structure, variable standardization, few-shot examples, and illusion suppression strategies. Before delivery, it initiates adversarial review, simulating risk scenarios such as extreme inputs, instruction injection, semantic contradictions, and model laziness to stress-test and fix the prompts. Its goal is not simply polishing, but forging a vague idea into a well-structured, logically stable, and directly executable professional prompt product.