Use this skill when users need to search academic papers, download research documents, extract citations, or gather scholarly information. Triggers include: requests to "find papers on", "search research about", "download academic articles", "get citations for", or any request involving academic databases like arXiv, PubMed, Semantic Scholar, or Google Scholar. Also use for literature reviews, bibliography generation, and research discovery. Requires OpenClawCLI installation from clawhub.ai.
name: academic-research-hub
description: "Use this skill when users need to search academic papers, download research documents, extract citations, or gather scholarly information. Triggers include: requests to \"find papers on\", \"search research about\", \"download academic articles\", \"get citations for\", or any request involving academic databases like arXiv, PubMed, Semantic Scholar, or Google Scholar. Also use for literature reviews, bibliography generation, and research discovery. Requires OpenClawCLI installation from clawhub.ai."
license: Proprietary
Academic Research Hub
Search and retrieve academic papers from multiple sources including arXiv, PubMed, Semantic Scholar, and more. Download PDFs, extract citations, generate bibliographies, and build literature reviews.
1. Attention Is All You Need
Authors: Vaswani et al.
Published: 2017-06-12
arXiv ID: 1706.03762
Categories: cs.CL, cs.LG
Abstract: The dominant sequence transduction models...
PDF: http://arxiv.org/pdf/1706.03762v5
1. mRNA vaccine effectiveness against COVID-19
Authors: Smith J, Jones K, et al.
Journal: New England Journal of Medicine
Published: 2023-03-15
PMID: 36913851
DOI: 10.1056/NEJMoa2301234
Abstract: Background: mRNA vaccines have shown...
Full Text: https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9876543/
Semantic Scholar Search
Search computer science and interdisciplinary research.
1. BERT: Pre-training of Deep Bidirectional Transformers
Authors: Devlin J, Chang MW, Lee K, Toutanova K
Published: 2019
Paper ID: df2b0e26d0599ce3e70df8a9da02e51594e0e992
Citations: 15000+
Influential Citations: 2000+
Fields: Computer Science, Linguistics
Abstract: We introduce a new language representation model...
PDF: https://arxiv.org/pdf/1810.04805.pdf
1. Attention Is All You Need
Authors: Vaswani, Ashish; Shazeer, Noam; Parmar, Niki; et al.
Published: 2017-06-12
arXiv ID: 1706.03762
Categories: cs.CL, cs.LG
Abstract: The dominant sequence transduction models are based on complex recurrent or convolutional neural networks...
PDF: http://arxiv.org/pdf/1706.03762v5
2. BERT: Pre-training of Deep Bidirectional Transformers
Authors: Devlin, Jacob; Chang, Ming-Wei; Lee, Kenton; Toutanova, Kristina
Published: 2018-10-11
arXiv ID: 1810.04805
Categories: cs.CL
Abstract: We introduce a new language representation model called BERT...
PDF: http://arxiv.org/pdf/1810.04805v2
JSON Format
[
{
"title": "Attention Is All You Need",
"authors": ["Vaswani, Ashish", "Shazeer, Noam", "Parmar, Niki"],
"published": "2017-06-12",
"arxiv_id": "1706.03762",
"categories": ["cs.CL", "cs.LG"],
"abstract": "The dominant sequence transduction models...",
"pdf_url": "http://arxiv.org/pdf/1706.03762v5",
"doi": "10.48550/arXiv.1706.03762"
}
]
BibTeX Format
@article{vaswani2017attention,
title={Attention Is All You Need},
author={Vaswani, Ashish and Shazeer, Noam and Parmar, Niki and Uszkoreit, Jakob and Jones, Llion and Gomez, Aidan N and Kaiser, {\L}ukasz and Polosukhin, Illia},
journal={arXiv preprint arXiv:1706.03762},
year={2017},
url={http://arxiv.org/abs/1706.03762}
}
RIS Format
TY - JOUR
TI - Attention Is All You Need
AU - Vaswani, Ashish
AU - Shazeer, Noam
AU - Parmar, Niki
PY - 2017
DA - 2017/06/12
JO - arXiv preprint
VL - arXiv:1706.03762
UR - http://arxiv.org/abs/1706.03762
ER -
Markdown Format
# Search Results: 3 papers found
1. Attention Is All You Need
Authors: Vaswani, Ashish; Shazeer, Noam; Parmar, Niki; et al.
Published: 2017-06-12
arXiv ID: 1706.03762
Categories: cs.CL, cs.LG
Abstract: The dominant sequence transduction models are based on complex recurrent or convolutional neural networks...
1. Start broad - Use general terms to get an overview
2. Refine iteratively - Add filters based on initial results
3. Use multiple sources - Cross-reference findings
4. Check recent papers - Use date filters for current research
Result Management
1. Save searches - Use --output to preserve results
2. Organize downloads - Create logical directory structures
3. Export citations early - Generate BibTeX as you search
4. Track sources - Note which database returned which papers
Download Guidelines
1. Respect rate limits - Don't download hundreds of papers at once
2. Check licensing - Verify you have rights to use papers
3. Organize by topic - Use clear directory names
4. Keep metadata - Save JSON alongside PDFs
Citation Practices
1. Verify citations - Check DOIs and URLs
2. Use standard formats - BibTeX for LaTeX, RIS for reference managers
3. Include abstracts - Helpful for later review
4. Update regularly - Re-run searches for new papers
GENERAL OPTIONS:
-n, --max-results Maximum results (default: 10, max: 100)
-f, --format Output format (text|json|bibtex|ris|markdown)
-o, --output Save to file path
--sort-by Sort by (relevance|date|citations)
FILTERING:
--year Filter by specific year (YYYY)
--start-date Start date (YYYY-MM-DD)
--end-date End date (YYYY-MM-DD)
--author Author name
--min-citations Minimum citation count
For issues or questions:
1. Check this documentation
2. Run python scripts/research.py --help
3. Verify dependencies are installed
4. Check database-specific documentation
1. Start broad - Use general terms to get an overview
2. Refine iteratively - Add filters based on initial results
3. Use multiple sources - Cross-reference findings
4. Check recent papers - Use date filters for current research
Result Management
1. Save searches - Use --output to preserve results
2. Organize downloads - Create logical directory structures
3. Export citations early - Generate BibTeX as you search
4. Track sources - Note which database returned which papers
Download Guidelines
1. Respect rate limits - Don't download hundreds of papers at once
2. Check licensing - Verify you have rights to use papers
3. Organize by topic - Use clear directory names
4. Keep metadata - Save JSON alongside PDFs
Citation Practices
1. Verify citations - Check DOIs and URLs
2. Use standard formats - BibTeX for LaTeX, RIS for reference managers
3. Include abstracts - Helpful for later review
4. Update regularly - Re-run searches for new papers
