Agent Skillsopen-gitagent/opengap › paper-search

paper-search

GitHub

通过 Serper API 搜索 Google Scholar,查找学术论文、作者、引用量及摘要。支持按年份过滤,提供相关学术文献以支撑研究论点或进行系统性综述。

examples/nvidia-deep-researcher/skills/paper-search/SKILL.md open-gitagent/opengap

Trigger Scenarios

需要查找特定主题的同行评审论文 寻找具有影响力的奠基性文献及其引用数据 验证学术主张并获取权威参考文献

Install

npx skills add open-gitagent/opengap --skill paper-search -g -y
More Options

Non-standard path

npx skills add https://github.com/open-gitagent/opengap/tree/main/examples/nvidia-deep-researcher/skills/paper-search -g -y

Use without installing

npx skills use open-gitagent/opengap@paper-search

指定 Agent (Claude Code)

npx skills add open-gitagent/opengap --skill paper-search -a claude-code -g -y

安装 repo 全部 skill

npx skills add open-gitagent/opengap --all -g -y

预览 repo 内 skill

npx skills add open-gitagent/opengap --list

SKILL.md

Frontmatter
{
    "name": "paper-search",
    "description": "Academic paper search via Google Scholar using Serper API",
    "allowed-tools": "paper-search"
}

Paper Search

Search for academic papers and scholarly articles via Google Scholar using the Serper API.

When to Use

  • Finding peer-reviewed research on a topic
  • Locating seminal papers and their citation counts
  • Searching for systematic reviews and meta-analyses
  • Grounding claims in academic literature

How to Use

  1. Formulate an academic-style search query
  2. Optionally specify year filters to narrow results by publication date
  3. Call paper_search with the query
  4. Review results for relevance, citation count, and recency

Result Format

Results are returned in markdown format:

**Title of Paper**
Authors: Author A, Author B
Year: 2024 | Citations: 142
Snippet: Brief excerpt from the paper abstract or body...
URL: https://scholar.google.com/...

Constraints

  • Results sourced from Google Scholar via Serper API
  • Supports year filtering (e.g., papers from 2020-2025)
  • Snippet may be from abstract or body text
  • Each call counts toward the researcher's 8-call limit per task

Best Practices

  • Use domain-specific terminology for better results
  • Include key author names if known
  • Filter by year for rapidly evolving topics
  • Prefer highly-cited papers for foundational claims

Version History

  • d7a8e2e Current 2026-07-25 08:13

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Metadata

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Version
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Hash
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Indexed
2026-07-25 08:13

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