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

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

Strongest overall

Zipkin

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

Fastest prototype

Zipkin

Best first install candidate based on install readiness and adoption.

Freshest repo

Doris

Most recent maintenance signal among this shortlist.

SignalFuture Agi

Open-source, end-to-end platform for evaluating, observing, and improving LLM and AI agent applications. Tracing · Evals · Simulations · Datasets · Gateway · Guardrails. Self-hostable. Apache 2.0.

Hertzbeat

An AI-powered next-generation open source real-time observability system.

Zipkin

Zipkin is a distributed tracing system

Doris

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

Quality
99/100
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.

Adoption1.2K stars
0 installs
7.3K stars
0 installs
17K stars
0 installs
15K stars
0 installs
FreshnessJun 16, 2026Jun 15, 2026Apr 8, 2026Jun 16, 2026
Use-case fit
GitHub automationCoding agentsRAG and knowledge
Coding agentsRAG and knowledgeWorkflow automation
GitHub automationCoding agentsRAG and knowledge
Database and SQLCoding agentsRAG and knowledge
Workflow fit
Content growth agentCoding review agent
Content growth agentCoding review agent
Content growth agentCoding review agent
Content growth agentCoding review agent
Platform hintsPython, Observability, Claude CodeJava, Observability, Claude CodeJava, 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 · teams that value GitHub adoption signalsCoding agents workflows · Claude Code teams · teams that value GitHub adoption signalsGitHub automation 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
OpenAgentSkill engagement0 views
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Install
$ npx skills add future-agi/future-agi
$ npx skills add apache/hertzbeat
$ npx skills add openzipkin/zipkin
$ npx skills add apache/doris