Skill comparison

Compare agent skills before installing.

Put high-signal skills side by side and inspect quality, adoption, freshness, install readiness, use-case fit, and warnings in one place.

Comparing 4 skills

Use this as a shortlist, then open the skill detail page before adopting.

Add more skills

Decision summary

Scikit Bio is the strongest overall pick here because it has a 100/100 readiness score and fits GitHub automation.

Strongest overall

Scikit Bio

Use this as a leading candidate, then validate the README and install path in your own agent stack.

Fastest prototype

Scispacy

Best first install candidate based on install readiness and adoption.

Freshest repo

Omicverse

Most recent maintenance signal among this shortlist.

SignalCutadapt

Cutadapt removes adapter sequences from sequencing reads

Scikit Bio

scikit-bio: a community-driven Python library for bioinformatics, providing versatile data structures, algorithms and educational resources.

Omicverse

A python library for multi omics included bulk, single cell and spatial RNA-seq analysis.

Scispacy

A full spaCy pipeline and models for scientific/biomedical documents.

Quality
85/100
Excellent
100/100
Excellent
100/100
Excellent
86/100
Excellent
Decision verdict
96/100
Production-ready

Use this as a leading candidate, then validate the README and install path in your own agent stack.

100/100
Production-ready

Use this as a leading candidate, then validate the README and install path in your own agent stack.

100/100
Production-ready

Use this as a leading candidate, then validate the README and install path in your own agent stack.

88/100
Production-ready

Use this as a leading candidate, then validate the README and install path in your own agent stack.

Adoption582 stars
0 installs
1.2K stars
0 installs
1.0K stars
0 installs
2.0K stars
0 installs
FreshnessJun 8, 2026Jun 8, 2026Jun 14, 2026Dec 4, 2025
Use-case fit
Stack fit
Platform hintsPython, Bioinformatics, Claude CodePython, Bioinformatics, Claude CodePython, Bioinformatics, Claude CodePython, Bioinformatics, Claude Code
WarningsNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yet
Best forGitHub automation workflows · Claude Code teams · teams that value GitHub adoption signalsGitHub automation workflows · Claude Code teams · teams that value GitHub adoption signalsGitHub automation workflows · Claude Code teams · teams that value GitHub adoption signalsGitHub automation workflows · Claude Code teams · teams that value GitHub adoption signals
Not ideal forteams that need a vendor-supported SLA · high-compliance environments without internal security reviewteams that need a vendor-supported SLA · high-compliance environments without internal security reviewteams that need a vendor-supported SLA · high-compliance environments without internal security reviewteams that need a vendor-supported SLA · high-compliance environments without internal security review
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Install
$ npx skills add marcelm/cutadapt
$ npx skills add scikit-bio/scikit-bio
$ npx skills add omicverse/omicverse
$ npx skills add allenai/scispacy