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How can Spegel be applied to improve efficiency in academic research scenarios?

2025-08-22 402
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Scenario pain points

Researchers need to quickly get the core ideas from paper websites (e.g. arXiv), and traditional PDF reading is time-consuming and labor-intensive.

specific application

  • Abstract Generation: Configure academic-specific views:
    [[views]]
    id = "paper_summary"
    prompt = "提取论文的:1.研究问题 2.方法创新点 3.核心结论,用三级标题分隔"
  • Bibliography processing: through the cue word将所有参考文献格式化为[作者][年份][标题]的列表Automatic standardization of citation formats.
  • Explanation of terms: AddELI5视图(Explain Like I'm 5):
    prompt = "用非专业术语解释这段话中的学术概念,并标注原文术语"

advanced skill

1. IntegrationcurlBatch fetch DOI links and then pipeline them to Spegel:
curl -s 'https://api.semanticscholar.org/...' | spegel -
2. preconfigure view configurations for commonly used academic websites (e.g., PubMed) via thespegel --preset medicalQuick Call.

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