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

Recommenders is the strongest overall pick here because it has a 100/100 readiness score and fits Sports analytics.

Strongest overall

Recommenders

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

Fastest prototype

Recommenders

Best first install candidate based on install readiness and adoption.

Freshest repo

Microk8s

Most recent maintenance signal among this shortlist.

Signal	Kaapana Kaapana is an open source toolkit for state of the art platform provisioning in the field of medical data analysis. The applications comprise AI-based workflows and federated learning scenarios with a focus on radiological and radiotherapeutic imaging. The name Kaapana comes from the Hawaiian word kaʻāpana, meaning "distributor" or "part".	Recommenders Best Practices on Recommendation Systems	Microk8s MicroK8s is a small, fast, single-package Kubernetes for datacenters and the edge.	Python Official Python client library for kubernetes
Quality	81/100 Strong	100/100 Excellent	100/100 Excellent	100/100 Excellent
Decision verdict	80/100 Strong shortlist Shortlist this skill and compare it with close alternatives before production adoption.	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.
Adoption	264 stars 0 installs	22K stars 0 installs	9.3K stars 0 installs	7.6K stars 0 installs
Freshness	Jun 19, 2026	Jun 14, 2026	Jun 25, 2026	Jun 8, 2026
Use-case fit	Coding agents RAG and knowledge Browser automation	Sports analytics GitHub automation Coding agents	GitHub automation Coding agents RAG and knowledge	GitHub automation Coding agents RAG and knowledge
Stack fit	Content growth agent Coding review agent	Content growth agent Coding review agent	Content growth agent Coding review agent	Content growth agent Coding review agent
Platform hints	Python, Kubernetes, Claude Code	Python, Kubernetes, Claude Code	Python, Kubernetes, Claude Code	Python, Kubernetes, Claude Code
Warnings	No OpenAgentSkill engagement data yet	No OpenAgentSkill engagement data yet	No OpenAgentSkill engagement data yet	No OpenAgentSkill engagement data yet
Best for	Coding agents workflows · Claude Code teams · builders willing to evaluate younger projects	Sports analytics workflows · Claude Code teams · teams that value GitHub adoption signals	GitHub automation workflows · Claude Code teams · teams that value GitHub adoption signals	GitHub automation workflows · Claude Code teams · teams that value GitHub adoption signals
Not ideal for	teams that need a vendor-supported SLA · high-compliance environments without internal security review	teams that need a vendor-supported SLA · high-compliance environments without internal security review	teams that need a vendor-supported SLA · high-compliance environments without internal security review	teams that need a vendor-supported SLA · high-compliance environments without internal security review
OpenAgentSkill engagement	0 views 0 install copies	0 views 0 install copies	0 views 0 install copies	0 views 0 install copies
Install	`$ npx skills add kaapana/kaapana`	`$ npx skills add recommenders-team/recommenders`	`$ npx skills add canonical/microk8s`	`$ npx skills add kubernetes-client/python`