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
Witr is the strongest overall pick here because it has a 100/100 readiness score and fits Coding agents.
Strongest overall
Witr
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
Witr
Best first install candidate based on install readiness and adoption.
Freshest repo
Witr
Most recent maintenance signal among this shortlist.
| Signal | Wgcloud Linux运维监控工具，支持系统硬件信息，内存，CPU，温度，磁盘空间及IO，硬盘smart，GPU，防火墙，网络流量速率等监控，服务接口监测，大屏展示，拓扑图，端口监控，进程监控，docker监控，日志监控，文件防篡改，数据库监控，指令批量下发执行，web ssh，Linux面板(探针)，告警，SNMP监测，K8S，Redis，Nginx，Kafka，资产管理，计划任务，密码管理，工作笔记 | Hertzbeat An AI-powered next-generation open source real-time observability system. | Doris Apache Doris is an easy-to-use, high performance and unified analytics database. | Witr Why is this running? |
|---|---|---|---|---|
| Quality | 100/100 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. |
| Adoption | 5.1K stars 0 installs | 7.3K stars 0 installs | 15K stars 0 installs | 18K stars 0 installs |
| Freshness | May 31, 2026 | Jun 15, 2026 | Jun 16, 2026 | Jul 6, 2026 |
| Use-case fit | ||||
| Workflow fit | ||||
| Platform hints | Java, DevOps, Claude Code | Java, Observability, Claude Code | Java, Observability, Claude Code | Go, DevOps, Claude Code |
| Warnings | No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet |
| Best for | Coding agents workflows · Claude Code teams · teams that value GitHub adoption signals | Coding agents workflows · Claude Code teams · teams that value GitHub adoption signals | Database and SQL workflows · Claude Code teams · teams that value GitHub adoption signals | Coding agents workflows · Claude Code teams · teams that value GitHub adoption signals |
| Not ideal for | 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 | 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 tianshiyeben/wgcloud | $ npx skills add apache/hertzbeat | $ npx skills add apache/doris | $ npx skills add pranshuparmar/witr |