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scientific-semantic-scholar

Search academic papers and analyze citation graphs via the Semantic Scholar API.

3|1|Updated Feb 11, 2026
Search Tags:#paper-search#semantic-scholar#tldr#author-profile#citation-graph#academic-graph
One-click install
npx skills add https://github.com/nahisaho/satori --skill scientific-semantic-scholar
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: scientific-semantic-scholar
Source: https://github.com/nahisaho/satori/tree/main/src/.github/skills/scientific-semantic-scholar
Command: npx skills add https://github.com/nahisaho/satori --skill scientific-semantic-scholar

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Connects researchers with relevant scholarly literature by leveraging the Semantic Scholar Academic Graph API to search papers, inspect author profiles, and analyze citation networks, while providing TLDR-style summaries and recommendations.

Core Features & Use Cases

  • Paper search and discovery: Find relevant publications across disciplines with rich metadata.
  • Author profiles and metrics: Retrieve author information, h-index, and publication counts.
  • Citation-network insights: Build and explore citation graphs to understand influence and relationships.
  • TLDR-style summaries and recommendations: Obtain concise summaries and suggest related work.
  • ToolUniverse integration: Coordinate scholarly tools and pipelines via semantic_scholar.

Quick Start

Use this skill to search for recent machine learning papers on medical imaging and retrieve TLDR summaries for the top results.

Frequently Asked Questions about scientific-semantic-scholar

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I search for academic papers and get concise summaries?▼

You can search academic papers and obtain concise summaries by querying the Semantic Scholar API through this skill, which generates TLDR-style summaries and retrieves rich publication metadata for literature discovery.

Can I retrieve author profiles and metrics like h-index from Semantic Scholar?▼

Yes, this skill retrieves author profiles and metrics from Semantic Scholar, providing h-index, publication counts, and author information to evaluate academic influence.

How do I build and analyze a citation graph for scholarly literature?▼

Build and analyze citation graphs using this skill by querying the Semantic Scholar Academic Graph API, which maps citation networks to reveal paper relationships and scholarly influence.

Does this paper search tool work with ToolUniverse for coordinated pipelines?▼

Yes, this Semantic Scholar search tool integrates with ToolUniverse to coordinate scholarly tools and pipelines, enabling automated literature discovery and knowledge synthesis workflows.

Do I need an API key to search papers using the Semantic Scholar Academic Graph?▼

Yes, accessing the Semantic Scholar Academic Graph API requires an API connection to retrieve publication metadata, author profiles, and citation network data for paper search and analysis.

What is the best way to discover related work and recommendations for academic publications?▼

Use this skill's Semantic Scholar integration to discover related work and recommendations, obtaining TLDR-style summaries and suggested publications based on citation graph analysis and academic metadata.

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