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literatureimages-interpretation

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Interpret figures in academic papers and their captions when the input is a PDF-to-Markdown document with page markers and image links, producing a structured Markdown report for extracting variables, trends, and conclusions.

scientific-skills/Other/literatureimages-interpretation/SKILL.md

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Nov 9, 2026

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2,042
Repository last updated
Sep 17, 2026
License
MIT

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> **Source**: [https://github.com/aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills)


## When to Use

- You have a paper converted from PDF to Markdown (including `## Page XX` markers and image links) and need a figure-by-figure interpretation report.
- You need to extract key variables, trends, comparisons, and conclusions primarily from charts/plots rather than from the main text.
- You want to align images in a `*-images/` folder with figure numbers (e.g., Figure 1A, Figure 2) using captions and in-text citations.
- You need a standardized, UTF-8 Markdown output suitable for downstream summarization, data extraction, or knowledge base ingestion.
- You must filter out non-figure images (e.g., scanned body text blocks) and interpret only chart-like content.

## Key Features

- Parses Markdown image links and locates the corresponding `*-images/` directory (e.g., `RateSOX2.md` → `RateSOX2-images/`).
- Opens **every** image in the images folder without skipping and classifies each as chart / table / schematic / flowchart / body-text block.
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