How does it handle NCBI database requests?

It includes best practices for the Entrez module, such as mandatory email configuration and rate-limiting to ensure your IP isn't blocked by NCBI servers.

Can I use this for large-scale sequencing data?

Yes, the skill enforces 'Critical Rules' like using iterators for large files (SeqIO.parse) rather than loading entire datasets into memory to prevent crashes.

Does it support protein structure analysis?

Yes, it provides implementation patterns for the PDB module, allowing for structure parsing, residue analysis, and molecular weight calculations.

What biological file formats does this skill support?

The Biopython skill provides patterns for parsing and writing a wide range of formats including FASTA, FASTQ, GenBank, EMBL, SwissProt, and PDB.

Biopython Bioinformatics

Name: Biopython Bioinformatics
Author: tondevrel

bytondevrel

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Data Science & ML

Streamlines computational biology workflows with specialized guidance for sequence analysis, file parsing, and biological database integration using Biopython.

This skill empowers Claude with deep domain expertise in Biopython, the industry-standard library for bioinformatics. It provides the agent with standardized implementation patterns for handling DNA, RNA, and protein sequences, performing complex alignments, and managing specialized file formats like FASTA, GenBank, and PDB. By incorporating critical rules for memory-efficient processing and NCBI API usage, it ensures that AI-generated bioinformatics code is both scientifically accurate and production-ready, making it an essential tool for researchers and developers in the life sciences.

Key Features

01Automated BLAST searches and seamless NCBI Entrez database integration

02Detailed protein structure analysis using PDB parser and molecular weight utilities

03Advanced sequence manipulation including transcription, translation, and reverse complements

04Memory-efficient parsing of large biological datasets (FASTA, FASTQ, GenBank)

051 GitHub stars

06Robust tools for pairwise/multiple alignments and phylogenetic tree construction

Use Cases

01Analyzing protein-ligand structures and calculating molecular properties for drug discovery

02Developing scripts to programmatically query and extract metadata from PubMed and NCBI databases

03Building automated pipelines for genomic sequence quality filtering and analysis

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add tondevrel/scientific-agent-skills biopython

For use in Claude.ai and ChatGPT

Download Skill