The task involves transforming original content into authentic, natural-sounding text that reads as if written by a professional human writer native to English. The process includes several key steps: identifying the content type and applying appropriate genre conventions, analyzing and restructuring the content, and refining it to avoid AI detection while maintaining the appropriate level of formality and technical detail.
The first step is to identify the content type, whether it’s a news article, blog post, academic paper, or technical guide, and understand the expected writing conventions for that genre. This includes recognizing the target audience, the level of formality required, and key structural elements.
Content analysis involves filtering out irrelevant information, identifying key points and the core message, and observing existing organizational patterns to improve them where needed. For news articles, this means following the inverted pyramid structure, using clear and concise language, and maintaining objectivity. For blog content, a more conversational tone is appropriate, with personal perspectives and anecdotes.
The rewriting process applies genre-appropriate structures and styles. For technical or educational content, a clear and logical structure is essential, with professional but accessible language. Regardless of the content type, human elements such as varied sentence structures, logical transitions, and appropriate emphasis on certain points are incorporated to avoid AI detection.
Refining and quality control ensure adherence to genre conventions while maintaining a natural flow. This includes using idioms and expressions common in English, adapting examples to fit local culture, and checking for and removing obvious AI writing patterns. The final validation involves verifying that the content reads naturally, follows appropriate genre conventions, and would pass as human-written by a professional in that field.
Markdown formatting is applied to enhance readability and structure, using headings, text emphasis, lists, blockquotes, and links appropriately according to the content type. The final output is a JSON object that includes the title, description, tags, and rewritten content, formatted according to the specified requirements.
