Star200+

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

K3s is the strongest overall pick here because it has a 100/100 readiness score and fits Coding agents.

Strongest overall

K3s

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

Fastest prototype

K3s

Best first install candidate based on install readiness and adoption.

Freshest repo

Microk8s

Most recent maintenance signal among this shortlist.

SignalClearml Server

ClearML - Auto-Magical CI/CD to streamline your AI workload. Experiment Management, Data Management, Pipeline, Orchestration, Scheduling & Serving in one MLOps/LLMOps solution

Recommenders

Best Practices on Recommendation Systems

Microk8s

MicroK8s is a small, fast, single-package Kubernetes for datacenters and the edge.

K3s

Lightweight Kubernetes

Quality
69/100
Promising
100/100
Excellent
100/100
Excellent
100/100
Excellent
Decision verdict
68/100
Prototype first

Prototype with this skill first; keep a fallback candidate ready.

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.

Adoption464 stars
Verified outcomes are shown on each skill page
22K stars
Verified outcomes are shown on each skill page
9.3K stars
Verified outcomes are shown on each skill page
33K stars
Verified outcomes are shown on each skill page
FreshnessMar 24, 2026Jun 14, 2026Jun 25, 2026Jun 15, 2026
Use-case fit
GitHub automationCoding agentsRAG and knowledge
Sports analyticsGitHub automationCoding agents
GitHub automationCoding agentsRAG and knowledge
Coding agentsRAG and knowledgeWorkflow automation
Workflow fit
Content growth agentCoding review 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 CodeGo, Kubernetes, 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 · 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 signalsCoding agents 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 clearml/clearml-server
$ npx skills add recommenders-team/recommenders
$ npx skills add canonical/microk8s
$ npx skills add k3s-io/k3s