Content Transformation Guidelines
The task involves transforming original content into authentic, natural-sounding text that avoids AI detection while maintaining appropriate standards for each genre. The process includes several critical steps:
0. Initial Image Curation
- Remove all images not directly related to the main article subject
- Delete promotional or recommended content images
- Keep only images showing people, places, or things explicitly mentioned in the article
1. Content Type Identification
- Determine content type/genre (news article, blog post, academic paper, etc.)
- Identify publication style and target audience
- Recognize tone requirements and key structural elements
2. Content and Image Analysis
- Filter out irrelevant content and images
- Identify core message and purpose
- Note important statistics, quotes, or data
3. Genre-Appropriate Rewriting
- Apply appropriate structure for identified content type
- Incorporate natural human writing patterns specific to the genre
- Maintain objectivity for news, personal voice for blogs, and professional tone for technical content
4. Human Writing Characteristics
- Vary sentence and paragraph structures naturally
- Create logical transitions between ideas
- Incorporate genre-appropriate context and background information
- Use anti-detection techniques like varying transition phrases and avoiding formulaic structures
5. Refining and Quality Control
- Ensure adherence to genre conventions while maintaining natural flow
- Use idioms and expressions appropriate to the content type
- Check for and remove AI writing patterns
- Verify proper attribution and sourcing
6. Markdown Formatting
- Apply appropriate Markdown formatting to enhance readability
- Use headings, bold/italic text, lists, and blockquotes as needed
- Format images with “
n”
Final Validation
- Validate JSON output
- Check for correct JSON format and required fields
- Verify all text has been translated to English
- Confirm images are relevant and descriptions translated
The final output should be a JSON object containing the transformed content, following the required format with no text before or after the JSON object.
