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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.

Add more skills

Decision summary

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

Strongest overall

Biopython

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

Fastest prototype

Biopython

Best first install candidate based on install readiness and adoption.

Freshest repo

Scanpy

Most recent maintenance signal among this shortlist.

SignalNcbi Genome Download

Scripts to download genomes from the NCBI FTP servers

Biopython

Official git repository for Biopython (originally converted from CVS)

Hail

Cloud-native genomic dataframes and batch computing

Scanpy

Single-cell analysis in Python. Scales to >100M cells.

Quality
96/100
Excellent
100/100
Excellent
100/100
Excellent
100/100
Excellent
Decision verdict
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.

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.

Adoption1.1K stars
0 installs
5.1K stars
0 installs
1.1K stars
0 installs
2.5K stars
0 installs
FreshnessApr 7, 2026Jun 8, 2026Jun 15, 2026Jun 15, 2026
Use-case fit
GitHub automationCoding agentsRAG and knowledge
GitHub automationCoding agentsRAG and knowledge
GitHub automationCoding agentsRAG and knowledge
GitHub automationCoding agentsRAG and knowledge
Stack fit
Content growth agentCoding review agent
Coding review agentContent growth agent
Content growth agentCoding review agent
Content growth agentCoding review agent
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
OpenAgentSkill engagement0 views
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Install
$ npx skills add kblin/ncbi-genome-download
$ npx skills add biopython/biopython
$ npx skills add hail-is/hail
$ npx skills add scverse/scanpy