Skill

sci-search

Searches arXiv, PubMed, and Web of Science for academic papers with journal impact factors, citations, and markdown export.

Python

cli-tools

automation

npx claudepluginhub shzhao27208/aut_sci_write --plugin academic-skills

Tool Access

This skill uses the workspace's default tool permissions.

Preview

Academic paper search and metrics analysis tool for scientific research workflows.

Supporting Assets

_meta.jsonsci_search.py

SKILL.md

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Stars13

Forks4

Last CommitApr 9, 2026

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Sci Search Skill

Academic paper search and metrics analysis tool for scientific research workflows.

Trigger Phrases

"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"

Capabilities

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.

Configuration

Web of Science API (Recommended for SCI literature)

Set the WOS_API_KEY environment variable to enable Web of Science search:

export WOS_API_KEY=your_wos_api_key

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.

Other optional variables

ZOTERO_USER_ID — for Zotero integration

ZOTERO_API_KEY — for Zotero integration

Usage

Main script: ../../scripts/sci_search.py

# Search all sources (arXiv + PubMed + WoS if key set) python scripts/sci_search.py "perovskite solar cells" --limit 5 # Search Web of Science only python scripts/sci_search.py "solid state electrolyte" --source wos --limit 10 # Export results to markdown python scripts/sci_search.py "graphene battery" --output results.md

Sci Search Skill

Academic paper search and metrics analysis tool for scientific research workflows.

Trigger Phrases

"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"

Capabilities

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.

Configuration

Web of Science API (Recommended for SCI literature)

Set the WOS_API_KEY environment variable to enable Web of Science search:

export 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.

Other optional variables

ZOTERO_USER_ID — for Zotero integration
ZOTERO_API_KEY — for Zotero integration

Usage

Main script: ../../scripts/sci_search.py

# Search all sources (arXiv + PubMed + WoS if key set)
python scripts/sci_search.py "perovskite solar cells" --limit 5

# Search Web of Science only
python scripts/sci_search.py "solid state electrolyte" --source wos --limit 10

# Export results to markdown
python scripts/sci_search.py "graphene battery" --output results.md