domains / families / research / literatureimages-interpretation
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.
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.
When not to use
- Do not proceed when required input files, identifiers, parameters, or context are missing — ask the user to provide them first.
- Do not assume capabilities beyond this skill's declared scope when the user requests external operations or inferences.
- Do not proceed without user confirmation when overwriting existing results, executing high-cost batch operations, or expanding task scope.
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