Skill comparison
Use this as a shortlist, then open the skill detail page before adopting.
Decision summary
Strongest overall
Seaweedfs
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
Seaweedfs
Best first install candidate based on install readiness and adoption.
Freshest repo
Skywalking
Most recent maintenance signal among this shortlist.
| Signal | Forensictools Collection of forensic tools | Oneuptime Complete open-source monitoring and observability platform. | Seaweedfs SeaweedFS is a distributed storage system for object storage (S3), file systems, and Iceberg tables, designed to handle billions of files with O(1) disk access and effortless horizontal scaling. | Skywalking APM, Application Performance Monitoring System |
|---|---|---|---|---|
| Quality | 68/100 Promising | 100/100 Excellent | 100/100 Excellent | 100/100 Excellent |
| Decision verdict | 70/100 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. |
| Adoption | 695 stars Verified outcomes are shown on each skill page | 7.2K stars Verified outcomes are shown on each skill page | 33K stars Verified outcomes are shown on each skill page |
| 25K stars Verified outcomes are shown on each skill page |
| Freshness | Jan 12, 2026 | Jun 16, 2026 | Jun 16, 2026 | Sep 10, 2026 |
| Use-case fit |
| Workflow fit |
| Platform hints | Inno Setup, Incident Response, Claude Code | TypeScript, Observability, Claude Code | Go, Kubernetes, Claude Code | Java, Observability, 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 | Research agents workflows · Claude Code teams · teams that value GitHub adoption signals | Coding agents workflows · Claude Code teams · teams that value GitHub adoption signals | Coding 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 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 cristianzsh/forensictools | $ npx skills add OneUptime/oneuptime | $ npx skills add seaweedfs/seaweedfs | $ npx skills add apache/skywalking |