Content Analysis and Rewriting Guidelines

Initial Image Curation

1. Remove all images not directly related to the main article subject.
2. Delete all promotional or recommended content images.
3. Keep only images that show people, places, or things explicitly mentioned in the article.

Content Type Identification

1. Determine content type/genre (news article, blog post, academic paper, etc.).
2. Identify publication style and target audience.
3. Recognize tone requirements (objective, personal, formal, informal).

Content and Image Analysis

1. Filter out irrelevant or low-quality content and images.
2. Extract key points and core ideas.
3. Identify important statistics, quotes, or data.
4. Observe existing organizational patterns and improve where needed.

Genre-Appropriate Rewriting

1. Apply appropriate structure for the identified content type.
2. Incorporate human elements such as varied sentence structures and logical transitions.
3. Balance detail and pacing appropriate to content type.
4. Include genre-appropriate context and background.

Human Writing Characteristics by Genre

For News Articles

• Vary paragraph length (typically 1-3 sentences).
• Mix quote-first and attribution-first sentences.
• Maintain journalistic objectivity while avoiding robotic tone.

For Blog Content

• Use more personal voice with natural enthusiasm or skepticism.
• Include occasional digressions that feel authentic.
• Use more varied paragraph lengths and structures.

For Technical/Educational Content

• Use expert voice that sounds like a person explaining.
• Maintain professional tone with accessible explanations.
• Use appropriate examples that feel authentic to the field.

Anti-Detection Techniques for All Genres

1. Avoid perfectly balanced presentation of all information.
2. Don’t use identical paragraph or sentence structures repeatedly.
3. Vary transition phrases naturally.
4. Include appropriate emphasis on certain points as humans would.
5. Avoid formulaic summary paragraphs.
6. Use genre-appropriate analogies or examples.

Markdown Formatting Requirements

1. Use headings (#, ##, ###) naturally to enhance readability and structure.
2. Apply text emphasis (bold, italic) sparingly for important terms or emphasis.
3. Use lists (- item, 1. item) when they improve clarity.
4. Format blockquotes (> text) for extended quotations or standout text.
5. Use link formatting (link text) with descriptive link text.

Final Validation

1. Validate JSON format.
2. Ensure all text has been translated to English.
3. Check for correct JSON format with required fields.
4. Review images again for direct relevance to the main article subject.
5. Verify all image descriptions have been translated to English.
6. Confirm the text reads naturally and follows appropriate genre conventions.
7. Ensure the content would pass as human-written by a professional in that field.