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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.

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Decision summary

Gatk is the strongest overall pick here because it has a 100/100 readiness score and fits Coding agents.

Strongest overall

Gatk

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

Fastest prototype

Gatk

Best first install candidate based on install readiness and adoption.

Freshest repo

Gatk

Most recent maintenance signal among this shortlist.

SignalHtslib

C library for high-throughput sequencing data formats

Pysam

Pysam is a Python package for reading, manipulating, and writing genomics data such as SAM/BAM/CRAM and VCF/BCF files. It's a lightweight wrapper of the HTSlib API, the same one that powers samtools, bcftools, and tabix.

Gatk

Official code repository for GATK versions 4 and up

Galaxy

Data intensive science for everyone.

Quality
82/100
Strong
87/100
Excellent
99/100
Excellent
99/100
Excellent
Decision verdict
93/100
Production-ready

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

98/100
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.

Adoption926 stars
0 installs
895 stars
0 installs
2.0K stars
0 installs
1.8K stars
0 installs
FreshnessJun 15, 2026Jun 3, 2026Jun 16, 2026Jun 16, 2026
Use-case fit
GitHub automationCoding agentsRAG and knowledge
Workflow automationGitHub automationLocal desktop
Coding agentsGitHub automationRAG and knowledge
GitHub automationCoding agentsRAG and knowledge
Stack fit
Content growth agentCoding review agent
Content growth agentCoding review agent
Coding review agentContent growth agent
Content growth agentCoding review agent
Platform hintsC, Bioinformatics, Claude CodeCython, Bioinformatics, Claude CodeJava, 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 signalsWorkflow automation workflows · Claude Code teams · teams that value GitHub adoption signalsCoding agents 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
OpenAgentSkill engagement0 views
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Install
$ npx skills add samtools/htslib
$ npx skills add pysam-developers/pysam
$ npx skills add broadinstitute/gatk
$ npx skills add galaxyproject/galaxy