Initial Image Curation
The first step involves identifying and removing all images not directly related to the main article subject. This includes deleting promotional or recommended content images and any images at the end of articles that don’t show the main subject.
Content Type Identification
The next step is to determine the content type or genre, such as a news article, blog post, academic paper, or technical guide. This involves identifying the publication style, target audience, and expected conventions.
Content and Image Analysis
The content and images are then analyzed to filter out irrelevant or low-quality content. Key points and core ideas are extracted in English, and the core message and purpose of the article are identified.
Genre-Appropriate Rewriting
The content is rewritten according to the identified genre, applying appropriate structures and conventions. For example, news articles follow an inverted pyramid structure, while blog content is more conversational.
Human Writing Characteristics by Genre
The rewritten content incorporates human writing characteristics specific to the genre. For instance, news articles vary paragraph length and attribution, while blog content includes more personal voice and conversational elements.
Anti-Detection Techniques
To avoid AI detection, the content is crafted to avoid formulaic patterns, such as perfectly balanced presentation of all viewpoints or identical paragraph structures.
Refining and Quality Control
The final step involves ensuring adherence to genre conventions, using idioms and expressions common in English, and maintaining an appropriate formality level. The content is reviewed to confirm it reads naturally and follows genre expectations.
Markdown Formatting Requirements
Appropriate Markdown formatting is applied to enhance readability and structure. Headings, text emphasis, lists, blockquotes, and links are used naturally and consistently according to the content type.
The final output is a JSON object in the required format, with all text translated to English and correct JSON formatting.
