qinyan-paper-search

Search academic papers across Google Scholar, Wanfang, PubMed, and ArXiv with structured metadata output.

783|65|Updated Feb 27, 2026
One-click install
npx skills add https://github.com/LeonChaoX/qinyan-academic-skills --skill qinyan-paper-search-leonchaox
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: qinyan-paper-search
Source: https://github.com/LeonChaoX/qinyan-academic-skills/tree/main/skills/%E6%B2%81%E8%A8%80%E5%AD%A6%E6%9C%AFskills/qinyan-paper-search
Command: npx skills add https://github.com/LeonChaoX/qinyan-academic-skills --skill qinyan-paper-search-leonchaox

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

What problem does it solve?

帮助你快速、准确地检索学术论文并自动选择最合适的数据源,避免为不同数据库手动切换策略和重复操作。

Core Features & Use Cases

  • 智能检索策略:根据查询语言与学科领域自动选择数据源(中文优先万方,英文优先Google Scholar,医学/生命科学优先PubMed,计算机/理工优先ArXiv)。
  • 多数据库聚合检索:允许同时检索多个来源以提升覆盖率,并向用户说明实际使用的数据库。
  • 结构化结果输出:返回论文标题、作者、年份/来源、摘要(截断)、DOI与PDF链接(如有)以及结果统计,便于后续阅读与分析。
  • 合规与真实性约束:明确要求检索结果来自真实数据库,不得捏造;若结果不完整需如实告知。

Quick Start

Use the qinyan-paper-search skill to search for papers about deep learning for medical imaging by providing a query in Chinese and letting it translate when calling PubMed and ArXiv.

Frequently Asked Questions about qinyan-paper-search

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

FAQPage Schema
How do I search academic papers across multiple databases like PubMed and ArXiv at once?

Multi-database literature search aggregates results from PubMed, ArXiv, Google Scholar, and Wanfang. It routes queries based on language and field, returning structured metadata including titles, authors, abstracts, and links.

How does intelligent source routing choose the right academic database for my query?

Intelligent source routing selects databases by analyzing query language and field: Chinese queries target Wanfang, biomedical targets PubMed, and computer science or physics targets ArXiv, while English queries default to Google Scholar.

Do I need an API key to run literature search scripts for paper discovery?

Yes, a valid QINYAN_API_KEY is required to execute the literature search scripts. The scripts process JSON payloads for each selected source and validate the responses to ensure results come from real databases.

Can I use literature search for biomedical research planning and computer science topics?

Yes, literature search supports research planning workflows for biomedical, computer science, mathematics, physics, and social science topics. It automatically translates Chinese queries when calling English databases like PubMed.

What structured metadata is returned from a multi-database paper search?

The paper search returns structured metadata including paper titles, authors, publication year, source, truncated abstracts, DOI, PDF links if available, and result statistics for subsequent review and analysis.

Are there limitations when aggregating literature search results from different sources?

The main constraint is that all search results must originate from real databases without fabrication. If search results are incomplete or unavailable from a specific source, the system must explicitly report this to the user.