Skill comparison
Compare agent skills before installing.
Comparing 4 skills
Use this as a shortlist, then open the skill detail page before adopting.
Decision summary
Skywalking is the strongest overall pick here because it has a 100/100 readiness score and fits devops.
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
Skywalking
Most recent maintenance signal among this shortlist.
| Signal | Tokencost Easy token price estimates for 400+ LLMs. TokenOps. | Openobserve Open source observability platform for logs, metrics, traces, frontend monitoring, pipelines and LLM observability. A sophisticated, simple and highly performant alternative to Datadog, Splunk, and Elasticsearch with 140x lower storage costs and single binary deployment. | Hertzbeat An AI-powered next-generation open source real-time observability system. | Skywalking APM, Application Performance Monitoring System |
|---|---|---|---|---|
| Quality | 77/100 Strong | 100/100 Excellent | 100/100 Excellent | 100/100 Excellent |
| Decision verdict | 79/100 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 | 2.0K stars Verified outcomes are shown on each skill page | 19K stars Verified outcomes are shown on each skill page | 7.4K stars Verified outcomes are shown on each skill page | 25K stars Verified outcomes are shown on each skill page |
| Freshness | Sep 5, 2025 | Jun 16, 2026 | Aug 27, 2026 | Sep 10, 2026 |
| Use-case fit | ||||
| Workflow fit | ||||
| Platform hints | Python, Observability, Claude Code, OpenAI Agents | TypeScript, Observability, Claude Code | Java, Observability, Claude Code | Java, Observability, Claude Code |
| Warnings | Repository looks stale · No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet |
| Best for | Data analysis workflows · Claude Code teams · teams that value GitHub adoption signals | Research agents workflows · Claude Code teams · teams that value GitHub adoption signals | Research agents workflows · Claude Code teams · teams that value GitHub adoption signals | devops workflows · Claude Code teams · teams that value GitHub adoption signals |
| Not ideal for | teams that require actively maintained dependencies · production agents without a repository 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 AgentOps-AI/tokencost | $ npx skills add openobserve/openobserve | $ npx skills add apache/hertzbeat | $ npx skills add apache/skywalking |