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scikit-bioby K-DenseResearchGitHub stars: 47.7k

Scikit-Bio skill: what it does and how to install it

Analyses biological sequences, phylogenies, microbiome diversity and ecological statistics with the scikit-bio Python toolkit.

Summary generated from the skill's documentation.

Install

$ npx skills add K-Dense-AI/scientific-agent-skills --skill scikit-bio

Run it in a terminal. If your agent is already running, start a new session so it picks the skill up.

About this skill

What it does. Provides Python workflows with scikit-bio for biological sequences, alignments, phylogenetic trees, microbiome diversity, ordination and statistical tests. It reads and writes formats including FASTA, FASTQ, Newick and BIOM, and connects distance matrices, feature tables and protein embeddings to downstream analyses.

When to use it. Applies to sequence processing, comparative genomics, phylogenetics and community ecology, including PCoA, PERMANOVA and UniFrac. Requires Python 3.10+, NumPy 2.0+ and scikit-bio 0.7.4; QIIME 2 artifacts need QIIME 2 separately.

History

Repo stars

47.7kAbout +18.9k since 9 Jul 2026

Before 1 Oct 2026 the curve is estimated from public event data.

Stars are counted for the whole repository, which holds 74 skills.

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Repo stars by day
DateRepo stars
5 Oct 202647,652
4 Oct 202647,541
3 Oct 202647,444
2 Oct 202647,351
1 Oct 202647,271
24 Sept 2026 (estimated)46,976
17 Sept 2026 (estimated)46,257
10 Sept 2026 (estimated)41,836
3 Sept 2026 (estimated)30,545
27 Aug 2026 (estimated)29,347
20 Aug 2026 (estimated)29,160
13 Aug 2026 (estimated)29,027
6 Aug 2026 (estimated)28,947
30 Jul 2026 (estimated)28,894
23 Jul 2026 (estimated)28,894
16 Jul 2026 (estimated)28,841
9 Jul 2026 (estimated)28,708

Installs

1.7k

Tracking since . A chart appears once there are 7 days of data.

Installs via skills.sh

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