Does scikit-bio support protein language models?

Yes, it includes capabilities for working with protein embeddings from models like ESM and ProtTrans to facilitate downstream analysis and visualization.

What biological file formats does the scikit-bio skill support?

It supports over 19 biological formats including FASTA, FASTQ, GenBank, Newick, BIOM, and Clustal, often featuring automatic format detection.

How does the skill handle large genomic datasets?

The skill utilizes memory-efficient generators for file I/O and implements scalable algorithms for tree construction to handle large-scale biological data.

Can I use this skill for microbiome research?

Yes, it is specifically designed for microbiome analysis, including diversity metrics (Alpha/Beta), UniFrac distances, and statistical tests like PERMANOVA.

Scikit-bio Bioinformatics Toolkit

Name: Scikit-bio Bioinformatics Toolkit
Author: pur3v4d3r

bypur3v4d3r

•

Ciencia de Datos y ML

Performs comprehensive biological data analysis, including sequence manipulation, phylogenetics, and microbiome ecology statistics.

Scikit-bio is a specialized Claude Code skill that empowers researchers and developers to conduct sophisticated bioinformatics workflows directly within their coding environment. It provides robust tools for handling biological sequences (DNA, RNA, protein), constructing and analyzing phylogenetic trees, and calculating complex ecological diversity metrics like UniFrac. Whether you are performing multivariate statistics (PCoA, PERMANOVA), managing BIOM tables, or integrating protein embeddings from modern language models, this skill provides the domain-specific logic and implementation patterns necessary for rigorous scientific discovery.

Características Principales

01Advanced phylogenetic tree construction and manipulation including NJ and UPGMA.

02Microbiome diversity analysis featuring Alpha/Beta metrics and UniFrac distances.

03Multivariate statistical testing and ordination methods like PCoA, CCA, and PERMANOVA.

04Extensive support for 19+ biological file formats including FASTA, FASTQ, and BIOM.

05Comprehensive sequence manipulation for DNA, RNA, and protein data with validation.

061 GitHub stars

Casos de Uso

01Analyzing microbial community structures and calculating community diversity metrics.

02Performing sequence alignments and searching for motifs in genomic or proteomic data.

03Automating bioinformatics pipelines for sequence format conversion and data cleaning.

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add pur3v4d3r/pur3-pkb-codebase scikit-bio

For use in Claude.ai and ChatGPT

Download Skill