domains / families / research / literature-extensive-read
literature-extensive-read
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Rapidly skim and summarize academic papers (default:PDF-to-Markdown full text with `## Page XX` pagination and image references) and output a structured extensive-reading summary in Markdown when you need to quickly understand research questions, methods, key results, conclusions, and decide whether intensive reading is worthwhile.
When to use
- You have a paper converted from PDF to Markdown and need a fast, structured overview before deciding to read it deeply.
- You need to extract the research question, methodology, main findings, and conclusions for literature triage.
- You are reviewing many papers and want consistent summaries using a fixed template.
- You want a quick interpretation of figures/tables referenced as images in the Markdown (only based on what is explicitly shown/described).
- You need to produce a UTF-8 Markdown summary file saved to a standard output directory for later review.
When not to use
- Intensive reading
- Speculating on missing content
- Inferring information not explicitly stated
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