Can I use this for microbiome diversity analysis?

Absolutely. It includes specific methods for calculating alpha and beta diversity, including phylogenetic-aware metrics like Faith's PD and UniFrac.

Does the skill help with large-scale data processing?

Yes, it includes patterns for memory-efficient file reading using generators and scalable tree construction methods like GME and BME.

Does it support common bioinformatics file formats?

Yes, it provides implementation patterns for reading and writing over 19 formats, including FASTA, FASTQ, GenBank, Newick, and Clustal.

What kind of biological data can this skill handle?

This skill supports DNA, RNA, and Protein sequences, phylogenetic trees, distance matrices, and biological tables like BIOM files used in microbiome research.

How does scikit-bio compare to BioPython in this skill?

While BioPython is general-purpose, this skill highlights scikit-bio's strengths in microbial ecology, multivariate statistics (PCoA, PERMANOVA), and its rigorous sequence object model.

scikit-bio Bioinformatics Toolkit

Name: scikit-bio Bioinformatics Toolkit
Author: BbgnsurfTech

byBbgnsurfTech

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数据科学与机器学习

Processes and analyzes biological data using scikit-bio for sequence alignment, phylogenetics, and microbiome diversity studies.

The scikit-bio skill empowers Claude to perform complex bioinformatics workflows using the industry-standard Python library for biological data. It provides specialized guidance for sequence manipulation, phylogenetic tree construction, and microbial ecology analysis, including alpha/beta diversity metrics and multivariate statistics. This skill is essential for researchers and developers working with DNA/RNA/protein sequences, BIOM tables, and evolutionary data, offering optimized implementation patterns for high-throughput biological data science.

主要功能

01Biological sequence manipulation and grammared validation for DNA, RNA, and protein

02Pairwise and multiple sequence alignment using Smith-Waterman and Needleman-Wunsch algorithms

03Comprehensive I/O support for 19+ biological formats including FASTA, FASTQ, Newick, and BIOM

04Phylogenetic tree construction, pruning, and distance calculations (NJ, UPGMA, Robinson-Foulds)

05Microbiome diversity metrics including Faith's PD, UniFrac, Shannon entropy, and Bray-Curtis

068 GitHub stars

使用场景

01Analyzing microbial community composition and ecology through diversity metrics and ordination

02Building and visualizing evolutionary relationships from genetic distance matrices

03Preprocessing and aligning high-throughput sequencing data for downstream genomic analysis

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add bbgnsurftech/claude-skills-collection scikit-bio

For use in Claude.ai and ChatGPT

Download Skill