Content Analysis and Transformation Guidelines

Content Transformation Guidelines

The task involves transforming content into authentic, natural-sounding text that avoids AI detection while maintaining appropriate standards for each genre. The process includes several key steps:

1. Content Type Identification: Determine the content type/genre and identify publication style, target audience, and expected conventions.
2. Content and Image Analysis: Filter out irrelevant content and images, identify key points and core ideas, and observe existing organizational patterns.
3. Genre-Appropriate Rewriting: Apply appropriate structure and writing conventions based on the identified content type.
4. Human Writing Characteristics: Incorporate natural human writing patterns specific to the genre, including varying sentence structures and logical transitions.
5. Refinement and Quality Control: Ensure adherence to genre conventions, use idioms and expressions common in English, and check for AI writing patterns.

Image Handling and Formatting

• Image Relevance: Only keep images directly related to the main article subject.
• Image Formatting: Use Markdown formatting for images with appropriate English descriptions.
• Image Placement: Place images near relevant content.

Markdown Formatting Requirements

1. Headings: Use # for H1, ## for H2, ### for H3, and #### for H4 headings.
2. Text Emphasis: Use bold for important terms and italic for subtle emphasis.
3. Lists: Use unordered lists (-) for non-sequential items and ordered lists (1.) for sequential steps.
4. Blockquotes: Use > for extended quotations or standout text.
5. Links: Use link text format for hyperlinks.

Genre-Specific Writing Patterns

News Articles

• Follow inverted pyramid structure
• Maintain objective, third-person perspective
• Include proper attribution for quotes and claims

Blog Content

• More conversational tone is appropriate
• Personal perspective can be included
• Informal language and occasional first-person acceptable

Technical/Educational Content

• Clear, logical structure with appropriate section organization
• Professional but accessible language
• Consistent terminology with natural variations in explanation

Anti-Detection Techniques

• Avoid perfectly balanced presentation of information
• Vary sentence and paragraph structures naturally
• Include appropriate emphasis on certain points
• Use genre-appropriate analogies or examples

Final Validation

• Validate JSON format
• Check for correct Markdown formatting
• Ensure all text is in English
• Verify that content reads naturally and follows appropriate genre conventions