How does it handle large genomic files?

The skill provides patterns for using iterators like SeqIO.parse, which allow for memory-efficient processing of large FASTA or GenBank files one record at a time.

Does it support protein structure analysis?

Absolutely, it includes detailed workflows for Bio.PDB to parse, navigate, and analyze 3D protein structures from PDB and mmCIF files.

What is the Biopython Claude Code skill?

It is a specialized capability that provides Claude with domain-specific patterns and guidance for using Biopython to perform molecular biology tasks and bioinformatics analysis.

Can I visualize phylogenetic trees with this skill?

Yes, it supports Bio.Phylo for reading, manipulating, and visualizing phylogenetic trees in various formats including Newick, NEXUS, and phyloXML.

Can I search NCBI databases using this skill?

Yes, it includes optimized patterns for Bio.Entrez to search and fetch records from PubMed, GenBank, Protein, and other NCBI databases using best practices like rate limiting.

Biopython Molecular Biology

Name: Biopython Molecular Biology
Author: Activer007

byActiver007

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Data Science & ML

Streamlines computational molecular biology tasks including sequence analysis, NCBI database queries, and structural bioinformatics.

This skill integrates the Biopython toolkit into Claude, providing a specialized environment for biological computation and bioinformatics research. It enables efficient handling of complex genomic and proteomic data, programmatic access to NCBI databases via Entrez, and advanced operations like sequence alignment, protein structure analysis, and phylogenetic tree construction. Designed for researchers and developers, it offers domain-specific guidance and implementation patterns for parsing file formats like FASTA, GenBank, and PDB, while automating BLAST workflows and sequence statistics calculations.

Key Features

010 GitHub stars

02Advanced sequence alignment and BLAST operations with XML result parsing.

03Phylogenetic tree manipulation, distance calculation, and visualization.

04Comprehensive sequence manipulation and file I/O for FASTA, GenBank, and FASTQ.

05Programmatic NCBI database access via Bio.Entrez with automated rate limiting.

06Structural bioinformatics for analyzing 3D protein structures using Bio.PDB.

Use Cases

01Automating the retrieval and batch processing of genomic sequences from NCBI databases.

02Building analysis pipelines for protein structure superimposition and RMSD calculation.

03Generating and visualizing phylogenetic trees from multiple sequence alignments (MSA).

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add activer007/ordinary-claude-skills biopython

For use in Claude.ai and ChatGPT

Download Skill