thesis-figure-media-review

Automate review and validation of thesis figures, tables, and images.

1|Updated Apr 28, 2026
One-click install
npx skills add https://github.com/ZdenekM/fit-thesis-workflows --skill thesis-figure-media-review
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: thesis-figure-media-review
Source: https://github.com/ZdenekM/fit-thesis-workflows/tree/main/.agents/skills/thesis-figure-media-review
Command: npx skills add https://github.com/ZdenekM/fit-thesis-workflows --skill thesis-figure-media-review

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) and assets (resource) components.

What problem does it solve?

This Skill automates the process of reviewing and validating visual elements in thesis documents, ensuring accuracy and consistency of figures, tables, and images.

Core Features & Use Cases

  • Visual Element Inventory: Identifies and catalogs figures, tables, and diagrams linked to the thesis PDF.
  • Visual Inspection and Verification: Checks the visual content against source assets and caption claims for correctness.
  • Use Case: A supervisor wants to verify that all figures in a thesis are correctly linked and accurately described before final submission. This Skill assists in systematically inspecting each visual element and documenting findings.

Quick Start

Use this skill to review figures in the current case round by specifying the relevant visual assets and PDF source files.

Frequently Asked Questions about thesis-figure-media-review

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I verify thesis figures match their source assets and captions?

Thesis figure verification is automated by checking visual content against source assets and caption claims. The Skill catalogs figures, tables, and diagrams, then uses image analysis and metadata comparison to ensure correctness and consistency.

What is the best way to automate visual element inventory for a thesis PDF?

Automating visual element inventory involves identifying and cataloging all figures, tables, and diagrams linked to the thesis PDF. This Skill systematically inspects each visual element, utilizing PDF extraction to document findings for quality assurance.

Can I check thesis images for consistency without manually comparing every source file?

Checking thesis images for consistency is possible without manual file comparison. The Skill utilizes image analysis and metadata comparison to automatically validate visual elements and align them with claim statements across thesis documents.

How does PDF extraction work when reviewing tables and figures in a thesis?

PDF extraction for thesis review works by pulling visual elements like tables and figures from the document. The Skill then performs visual inspection and source asset verification to ensure all extracted media aligns with the thesis claims.

Does thesis media analysis support checking if visual content aligns with text claims?

Thesis media analysis fully supports claim alignment by verifying visual content against caption claims. It performs visual inspection and source asset verification to ensure the figures and tables accurately reflect the thesis document text.

When do I need automated source validation for thesis visual elements?

Automated source validation for thesis visual elements is needed before final submission to ensure accuracy. Supervisors and students use it to verify that all figures are correctly linked, accurately described, and consistent with source assets.