scikit-bio

Analyze biological sequence, alignment, tree, and diversity data with a Python API.

21|1|Updated Mar 19, 2026
One-click install
npx skills add https://github.com/OwnLabAI/ownlab --skill scikit-bio-ownlabai
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: scikit-bio
Source: https://github.com/OwnLabAI/ownlab/tree/main/mart/skills/scientific-skills/scikit-bio
Command: npx skills add https://github.com/OwnLabAI/ownlab --skill scikit-bio-ownlabai

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

scikit-bio provides a comprehensive Python toolkit for biological data analysis, unifying sequence processing, alignment, phylogenetics, diversity analysis, and ordination to streamline research workflows.

Core Features & Use Cases

  • Sequence Manipulation: Read/write and transform DNA, RNA, and protein data; perform translations and reverse complements.
  • Phylogenetics & Diversity: Build and analyze phylogenetic trees; compute alpha and beta diversity, including phylogenetic metrics like Faith's PD and UniFrac.
  • Extensions & Interoperability: Read/write multiple formats, integrate with pandas/NumPy, and work with external tools in the QIIME 2 ecosystem.
  • Use Case: A microbiome researcher processes sequencing data, constructs a phylogenetic tree, and compares community diversity across samples.

Quick Start

Install scikit-bio and begin analyzing biological data with its sequence, alignment, and tree tools.

Frequently Asked Questions about scikit-bio

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I calculate alpha and beta diversity for DNA sequencing data?

You can calculate alpha and beta diversity, including phylogenetic metrics like Faith's PD and UniFrac, by processing DNA sequencing data through a unified Python API for biological data analysis.

Can I read and write FASTA, FASTQ, and GenBank files in Python for bioinformatics analysis?

Yes, the toolkit reads and writes multiple biological data formats including FASTA, FASTQ, GenBank, Newick, and BIOM to support end-to-end sequence processing and analysis workflows.

How do I build and analyze phylogenetic trees from sequence alignments?

Build and analyze phylogenetic trees from sequence alignments by using the Python API to perform sequence manipulation, alignment, and tree construction for DNA, RNA, and protein data.

Does scikit-bio integrate with pandas and NumPy for microbiome diversity analysis?

Yes, scikit-bio integrates with pandas and NumPy for reproducible workflows, allowing microbiome researchers to process sequencing data, construct trees, and compare community diversity across samples.

What is the best way to perform ordination and related statistics on biological data?

Perform ordination and related statistics on biological data by utilizing a comprehensive Python toolkit that unifies sequence processing, phylogenetics, diversity analysis, and ordination.

Can I transform DNA, RNA, and protein sequences with reverse complements and translations?

Yes, you can transform DNA, RNA, and protein data by performing translations and reverse complements directly within the sequence manipulation capabilities of the Python API.