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name: semantic-scholar-search description: Academic literature search using Semantic Scholar API for citation-aware paper discovery allowed-tools:

• Bash
• Read
• Write
• Edit
• Glob
• Grep
• WebFetch
• WebSearch metadata: specialization: scientific-discovery domain: science category: literature-knowledge phase: 6 graph: domains: [domain:scientific-discovery] specializations: [specialization:scientific-research-methods] skillAreas: [skill-area:data-analysis, skill-area:statistical-analysis, skill-area:deep-web-research] workflows: [workflow:experiment-design, workflow:peer-review-cycle] roles: [role:research-engineer, role:computational-scientist]

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Semantic Scholar Search

Purpose

Provides academic literature search capabilities using the Semantic Scholar API for citation-aware paper discovery and research trend identification.

Capabilities

• Keyword and semantic search across papers
• Citation network analysis
• Author influence scoring
• Research trend identification
• Paper recommendation based on reading history
• TLDR summary extraction

Usage Guidelines

1. Search Strategy: Combine keywords with semantic similarity
2. Citation Analysis: Build citation networks for key papers
3. Author Analysis: Identify influential researchers
4. Trend Detection: Track emerging research areas

Tools/Libraries

• Semantic Scholar API
• NetworkX
• sentence-transformers