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    Non-Fiction Rubrics assessment
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    Non Fiction Rubric Assessment

    JourneeMan
    17–26 minutes

    This innovative tool enables the author within you to evaluate your work according to criteria you define. By combining structured prompts with AI-generated feedback, you can refine your skills and obtain the precise feedback you require.

    Consider it a dedicated personal assistant serving primarily as an editor.

    Non-Fiction Rubric Assessment Builder

    📝 Non-Fiction Rubric Assessment Builder

    Configure your evaluation criteria and generate a comprehensive AI instruction set for manuscript assessment

    Progress

    Basics Audience Structure Style Content Evidence Weights Custom Output
    Quick Presets:

    1 Basic Information

    Define the foundational details about your non-fiction work.

    Optional — helps contextualize the assessment.
    Briefly describe what the work is about (2-3 sentences).

    2 Target Audience

    Define who this work is written for — this shapes expectations for language, depth, and approach.

    Any additional details about your target readers (optional).

    3 Structure & Organization

    How should the work be organized and what structural elements matter?

    Check all elements you expect the work to contain.
    Lenient Strict
    Moderate

    4 Writing Style & Voice

    Define the expected tone, voice, and stylistic characteristics.

    Simple Complex
    Moderate
    Plain Specialized
    Moderate

    5 Content Quality

    What content-level qualities should the assessment focus on?

    Select all criteria that should be evaluated.

    6 Evidence & Sourcing

    Define expectations for research quality, citations, and evidence standards.

    Trust Author Verify Everything
    Moderate

    7 Criteria Weighting

    Assign relative importance to each assessment category. Weights should ideally total 100%.

    15%
    15%
    20%
    15%
    10%
    10%
    10%
    5%
    Total Weight: 100%

    8 Custom Criteria & Output Settings

    Add your own evaluation criteria and configure how the AI should deliver results.

    Custom Evaluation Criteria

    ▼
    Add specific criteria unique to your project that the AI should evaluate.

      Keywords / Themes to Check

      ▼
      Enter keywords or themes that should be present throughout the work. Press Enter after each.

      Things to Avoid / Red Flags

      ▼
      Specify content, patterns, or approaches the AI should flag as problematic.

        Output Format Preferences

        ▼

        ✅ Generated AI Assessment Instruction Set

        Copy this prompt and provide it along with your manuscript to your AI tool of choice.