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    Home ยป Content Transformation and Rewriting Guidelines
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    Content Transformation and Rewriting Guidelines

    techgeekwireBy techgeekwireJune 19, 2025No Comments2 Mins Read
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    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 “descriptionn”

    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.

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