AgentSkillsCN

semantic-scholar-search

借助 Semantic Scholar API 进行学术文献检索，实现有引文意识的论文发现

SKILL.md
--- frontmatter
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

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