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Sci-Search — Sci Search Skill

Sci-Search — 学术论文搜索技能

Academic paper search and metrics analysis tool for scientific research workflows.
面向科研工作流的学术论文搜索与指标分析工具。

Trigger Phrases

触发短语

  • "搜索关于 [主题] 的高影响因子论文"
  • "在 Web of Science 上查找 [主题] 的最新文献"
  • "search academic papers on [topic]"
  • "find recent papers about [topic] on Web of Science"
  • "get impact factor for [topic] papers"
  • "搜索关于 [主题] 的高影响因子论文"
  • "在 Web of Science 上查找 [主题] 的最新文献"
  • "搜索关于[主题]的学术论文"
  • "在Web of Science上查找关于[主题]的最新论文"
  • "获取[主题]相关论文的影响因子"

Capabilities

功能特性

  • Triple-Source Search: Simultaneously searches arXiv, PubMed, and Web of Science (when API key is configured).
  • Web of Science Integration: Returns SCI-indexed papers with times-cited counts — the gold standard for academic quality filtering.
  • Journal Metrics: Automatically supplements results with JCR partitions and Impact Factors (IF).
  • Ranking & Highlighting: Highlights top-tier journals (Nature, Science, Advanced Materials, etc.).
  • Markdown Export: Generates formatted markdown reports of search results.
  • Source Selection: Use 
    --source wos
    to search Web of Science only, or 
    --source all
    for all sources.
  • 三源检索：可同时检索arXiv、PubMed和Web of Science（需配置API密钥）。
  • Web of Science集成：返回SCI收录论文及其引用次数——这是学术质量筛选的黄金标准。
  • 期刊指标：自动为结果补充JCR分区和影响因子（IF）信息。
  • 排名与高亮：高亮显示顶级期刊（如Nature、Science、Advanced Materials等）。
  • Markdown导出：生成格式化的搜索结果Markdown报告。
  • 数据源选择：使用
    --source wos
    仅检索Web of Science，或使用
    --source all
    检索所有数据源。

Configuration

配置说明

Web of Science API (Recommended for SCI literature)

Web of Science API（SCI文献检索推荐）

Add 
WOS_API_KEY
to the skill-local 
.env
file to enable Web of Science search:
bash
WOS_API_KEY=your_wos_api_key
Apply for a free API key at: https://developer.clarivate.com/apis/wos-starter
The WoS Starter API is free to apply for and provides access to the Web of Science Core Collection — the most authoritative index of SCI/SSCI journals.
将
WOS_API_KEY
添加到技能本地的
.env
文件中，以启用Web of Science检索：
bash
WOS_API_KEY=your_wos_api_key
免费API密钥申请地址：https://developer.clarivate.com/apis/wos-starter
WoS Starter API可免费申请，提供Web of Science核心合集的访问权限——这是SCI/SSCI期刊最权威的索引库。

Other optional 
.env
values

其他可选的
.env
配置项

  • NCBI_API_KEY
    - optional PubMed/NCBI E-utilities API key for higher rate limits
  • NCBI_EMAIL
    - optional contact email sent to NCBI E-utilities
  • NCBI_TOOL
    - optional NCBI tool name; defaults to 
    sci-search
  • ZOTERO_USER_ID
    — for Zotero integration
  • ZOTERO_API_KEY
    — for Zotero integration
  • NCBI_API_KEY
    - 可选，用于PubMed/NCBI E-utilities的API密钥，可提高请求速率限制
  • NCBI_EMAIL
    - 可选，发送给NCBI E-utilities的联系邮箱
  • NCBI_TOOL
    - 可选，NCBI工具名称；默认值为
    sci-search
  • ZOTERO_USER_ID
    — 用于Zotero集成
  • ZOTERO_API_KEY
    — 用于Zotero集成

Usage

使用方法

Main script: 
./sci_search.py
bash
undefined
主脚本：
./sci_search.py
bash
undefined

Search all sources (arXiv + PubMed + WoS if key set)

检索所有数据源（arXiv + PubMed + 已配置密钥的WoS）

python skills/sci-search/sci_search.py "perovskite solar cells" --limit 5
python skills/sci-search/sci_search.py "perovskite solar cells" --limit 5

Search Web of Science only

仅检索Web of Science

python skills/sci-search/sci_search.py "solid state electrolyte" --source wos --limit 10
python skills/sci-search/sci_search.py "solid state electrolyte" --source wos --limit 10

Search PubMed only with NCBI E-utilities

使用NCBI E-utilities仅检索PubMed

python skills/sci-search/sci_search.py "cancer immunotherapy" --source pubmed --limit 10
python skills/sci-search/sci_search.py "cancer immunotherapy" --source pubmed --limit 10

Export results to markdown

将结果导出为Markdown

python skills/sci-search/sci_search.py "graphene battery" --output results.md



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python skills/sci-search/sci_search.py "graphene battery" --output results.md



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© License & Copyright

© 许可协议与版权声明

Aut_Sci_Write — Autonomous Scientific Writer
  • Author: Shuo Zhao
  • License: MIT License
  • Copyright: © 2026 Shuo Zhao. All rights reserved.
  • Original Work: This is an original work created by the author. No reproduction, redistribution, or commercial use without explicit permission. Permission is hereby granted, free of charge, to any person obtaining a copy of this software... (See the LICENSE file in the root directory for the full MIT terms.)

This skill is part of the Aut_Sci_Write suite. For full license terms, see the LICENSE file in the project root.

Aut_Sci_Write — 自主科研写作工具
  • 作者：赵硕
  • 许可协议：MIT协议
  • 版权：© 2026 赵硕。保留所有权利。
  • 原创声明：本作品为作者原创。未经明确许可，不得复制、再分发或用于商业用途。 特此许可，任何获得本软件副本的个人均可免费使用……（完整MIT协议条款请查看根目录下的LICENSE文件。）

本技能是Aut_Sci_Write套件的一部分。完整许可协议条款请查看项目根目录下的LICENSE文件。