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.
Decision summary
Deepflow is the strongest overall pick here because it has a 100/100 readiness score and fits Coding agents.
Strongest overall
Deepflow
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
Deepflow
Best first install candidate based on install readiness and adoption.
Freshest repo
Deepflow
Most recent maintenance signal among this shortlist.
| Signal | Trainer Distributed AI Model Training and LLM Fine-Tuning on Kubernetes | Katib Automated Machine Learning on Kubernetes | Llm D Achieve state of the art inference performance with modern accelerators on Kubernetes | Deepflow eBPF Observability - Distributed Tracing and Profiling |
|---|---|---|---|---|
| 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 | 2.1K stars 0 installs | 1.7K stars 0 installs | 3.4K stars 0 installs | 4.1K stars 0 installs |
| Freshness | Jun 16, 2026 | Jun 15, 2026 | Jun 16, 2026 | Jun 16, 2026 |
| Use-case fit | ||||
| Stack fit | ||||
| Platform hints | Go, Kubernetes, Claude Code | Python, Kubernetes, Claude Code | Shell, Kubernetes, Claude Code | Go, Kubernetes, 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 | Coding agents 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 kubeflow/trainer | $ npx skills add kubeflow/katib | $ npx skills add llm-d/llm-d | $ npx skills add deepflowio/deepflow |