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

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

Strongest overall

Skywalking

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

Fastest prototype

Skywalking

Best first install candidate based on install readiness and adoption.

Freshest repo

Agentsight

Most recent maintenance signal among this shortlist.

SignalAgentsight

Zero instrucment system-level AI agent tracing in eBPF

Skywalking

APM, Application Performance Monitoring System

Vector

A high-performance observability data pipeline.

Doris

Apache Doris is an easy-to-use, high performance and unified analytics database.

Quality
78/100
Strong
100/100
Excellent
100/100
Excellent
100/100
Excellent
Decision verdict
77/100
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.

Adoption463 stars
Verified outcomes are shown on each skill page
25K stars
Verified outcomes are shown on each skill page
22K stars
Verified outcomes are shown on each skill page
15K stars
Verified outcomes are shown on each skill page
FreshnessJun 20, 2026Jun 16, 2026Jun 16, 2026Jun 16, 2026
Use-case fit
GitHub automationCoding agentsRAG and knowledge
GitHub automationCoding agentsRAG and knowledge
RAG and knowledgeCoding agentsBrowser automation
Database and SQLCoding agentsRAG and knowledge
Workflow fit
Content growth agentCoding review agent
Content growth agentCoding review agent
RAG knowledge baseContent growth agent
Content growth agentCoding review agent
Platform hintsC, Observability, Claude CodeJava, Observability, Claude CodeRust, Observability, Claude CodeJava, Observability, 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 projectsGitHub automation workflows · Claude Code teams · teams that value GitHub adoption signalsRAG and knowledge workflows · Claude Code teams · teams that value GitHub adoption signalsDatabase and SQL 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 eunomia-bpf/agentsight
$ npx skills add apache/skywalking
$ npx skills add vectordotdev/vector
$ npx skills add apache/doris