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OpenClaw Skills & Use Case Index

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scientific-literature-search - Search scientific literature in PubMed and Semantic Scholar

Queries PubMed and Semantic Scholar for medical and scientific literature to support hypothesis generation, mechanism exploration, and evidence-based analysis.

Tags

Updated: 2026-10-05

Capabilities

Typical Inputs

Typical Outputs

What this skill does

  • Parse literature queries
  • Search PubMed articles
  • Search Semantic Scholar papers
  • Extract citation metadata
  • Merge and sort results
  • Cache search results
  • Format results as Markdown

Inputs

  • Literature search query
  • NCBI API key
  • Environment file
  • Cached result files

Outputs

  • Literature result messages
  • Markdown result tables
  • Article metadata
  • Abstract summaries
  • Cached JSON files

Requirements

  • Internet access
  • Bash shell
  • curl
  • jq
  • shasum
  • NCBI E-utilities access
  • Semantic Scholar API access

Source

  • Spec: SKILL.md
scientific literature
medical research
PubMed
Semantic Scholar
citation search
evidence retrieval
Parse literature queries
Search PubMed articles
Search Semantic Scholar papers
Extract citation metadata
Literature search query
NCBI API key
Environment file
Literature result messages
Markdown result tables
Article metadata