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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

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.

SignalTorchx

TorchX is a universal job launcher for PyTorch applications. TorchX is designed to have fast iteration time for training/research and support for E2E production ML pipelines when you're ready.

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
79/100
Strong
100/100
Excellent
100/100
Excellent
100/100
Excellent
Decision verdict
78/100
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.

Adoption426 stars
0 installs
22K stars
0 installs
9.3K stars
0 installs
7.6K stars
0 installs
FreshnessJun 19, 2026Jun 14, 2026Jun 25, 2026Jun 8, 2026
Use-case fit
RAG and knowledgeCoding agentsBrowser automation
Sports analyticsGitHub automationCoding agents
GitHub automationCoding agentsRAG and knowledge
GitHub automationCoding agentsRAG and knowledge
Stack fit
RAG knowledge baseContent growth agent
Content growth agentCoding review agent
Content growth agentCoding review agent
Content growth agentCoding review agent
Platform hintsPython, Kubernetes, Claude CodePython, Kubernetes, Claude CodePython, Kubernetes, Claude CodePython, Kubernetes, Claude Code
WarningsNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yet
Best forRAG and knowledge workflows · Claude Code teams · builders willing to evaluate younger projectsSports analytics 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 meta-pytorch/torchx
$ npx skills add recommenders-team/recommenders
$ npx skills add canonical/microk8s
$ npx skills add kubernetes-client/python