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Deepread

xiehuan123 · xiehuan123/dsh-deepread

Evidence-first deep reading that traces claims, evidence, confidence and knowledge maps across articles, books and PDFs.

Listing checked by AllDSH Editorial , data updated · How to cite

L5 bronze active Scanned

Install command

dsh plugin --profile web add dsh-deepread

Requires a running harness: start it with npx @deepseek-ai/dsh webthen run the command above. New to this? See the installation guide.

What it does

Deepread reads long material the way a careful researcher does. It separates a claim from the evidence for it, records a confidence level, and builds a knowledge map that shows how conclusions connect to sources. It handles articles, books and PDFs, and it keeps a trace from every summary sentence back to the passage it came from.

Key features

  • Claim, evidence and confidence recorded separately
  • Knowledge maps across a whole document set
  • Source trace for each extracted conclusion
  • Works with PDFs, long articles and books

Install

dsh plugin --profile web add dsh-deepread@1.0.0

Compatibility notes

Scanned PDFs need OCR first. Pair it with a vision plugin when the source has no text layer.

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