Scholar Evaluation

Visual Enhancement with Scientific Schematics

When creating documents with this skill, always consider adding scientific diagrams and schematics to enhance visual communication.

If your document does not already contain schematics or diagrams:

• Use the scientific-schematics skill to generate AI-powered publication-quality diagrams
• Simply describe your desired diagram in natural language
• Nano Banana Pro will automatically generate, review, and refine the schematic

For new documents: Scientific schematics should be generated by default to visually represent key concepts, workflows, architectures, or relationships described in the text.

How to generate schematics:

The AI will automatically:

• Create publication-quality images with proper formatting
• Review and refine through multiple iterations
• Ensure accessibility (colorblind-friendly, high contrast)
• Save outputs in the figures/ directory

When to add schematics:

• Evaluation framework diagrams
• Quality assessment criteria decision trees
• Scholarly workflow visualizations
• Assessment methodology flowcharts
• Scoring rubric visualizations
• Evaluation process diagrams
• Any complex concept that benefits from visualization

For detailed guidance on creating schematics, refer to the scientific-schematics skill documentation.

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Step 1: Initial Assessment and Scope Definition

Begin by identifying the type of scholarly work being evaluated and the evaluation scope:

Work Types:

• Full research paper (empirical, theoretical, or review)
• Research proposal or protocol
• Literature review (systematic, narrative, or scoping)
• Thesis or dissertation chapter
• Conference abstract or short paper

Evaluation Scope:

• Comprehensive (all dimensions)
• Targeted (specific aspects like methodology or writing)
• Comparative (benchmarking against other work)

Ask the user to clarify if the scope is ambiguous.