SKILL.md
PubMed Search
Search NCBI PubMed for scientific literature using BioPython's Entrez module.
When to Use
- User asks to find papers on a topic
- User wants recent publications in a field
- User asks for references or citations
- User wants to know the state of research on a topic
How to Execute
1. Set up Entrez
from Bio import Entrez
Entrez.email = "[email protected]"
2. Search PubMed
# Search
handle = Entrez.esearch(db="pubmed", term="CRISPR delivery methods", retmax=20, sort="date")
record = Entrez.read(handle)
handle.close()
id_list = record["IdList"]
print(f"Found {record['Count']} results, showing top {len(id_list)}")
3. Fetch article details
# Fetch details
handle = Entrez.efetch(db="pubmed", id=id_list, rettype="xml")
records = Entrez.read(handle)
handle.close()
for article in records['PubmedArticle']:
medline = article['MedlineCitation']
pmid = str(medline['PMID'])
title = medline['Article']['ArticleTitle']
# Get authors
authors = medline['Article'].get('AuthorList', [])
first_author = f"{authors[0].get('LastName', '')} {authors[0].get('Initials', '')}" if authors else "Unknown"
# Get journal and year
journal = medline['Article']['Journal']['Title']
pub_date = medline['Article']['Journal']['JournalIssue'].get('PubDate', {})
year = pub_date.get('Year', 'N/A')
# Get abstract
abstract_parts = medline['Article'].get('Abstract', {}).get('AbstractText', [])
abstract = ' '.join(str(a) for a in abstract_parts)[:300]
print(f"PMID: {pmid}")
print(f"Title: {title}")
print(f"Authors: {first_author} et al.")
print(f"Journal: {journal} ({year})")
print(f"Abstract: {abstract}...")
print(f"Link: https://pubmed.ncbi.nlm.nih.gov/{pmid}/")
print()
4. Output format for WhatsApp
*PubMed Search: "CRISPR delivery methods"*
_Found 1,234 results. Top 5:_
*1.* Lipid nanoparticle-mediated CRISPR delivery...
_Smith J et al. — Nature (2026)_
PMID: 12345678
pubmed.ncbi.nlm.nih.gov/12345678
*2.* AAV-based CRISPR therapeutics: advances and challenges
_Chen L et al. — Cell (2026)_
PMID: 12345679
pubmed.ncbi.nlm.nih.gov/12345679
