model-serving-kubernetes
Deploy ML models on Kubernetes with KServe (formerly KFServing) and NVIDIA Triton Inference Server. Includes canary deployments, autoscaling, model versioning, A/B testing, and GPU resource management for production model serving.
Install / Use
npx skills add BagelHole/DevOps-Security-Agent-Skills --skill model-serving-kubernetesInstalls into whichever agent you are using.
SKILL.md
Installable skill definition
Quality Score
Category
AI & Machine LearningSupported Platforms
Our assessment of model-serving-kubernetes
model-serving-kubernetes scores 80/100 on our quality scale, 719th of 961 AI & Machine Learning skills we index.
We have not analysed the SKILL.md file itself yet, so the content part of this score is an estimate until our crawler reaches it.
With 1,113 GitHub stars, it is one of the more widely adopted skills in the catalogue.
Maintenance, license and trust
- The repository was last updated about 4 months ago. That is recent enough to be usable, but agent tooling moves fast, so check the instructions against your agent's current version.
- It is released under the MIT license, a permissive license that allows use, modification and commercial use with attribution.
- Its trust signals score 98/100, with no cautions. These come from repository metadata, not a code audit — read the skill file before letting an agent act on it.
model-serving-kubernetes compared with similar skills
All 4 of these similar skills score higher than model-serving-kubernetes; compare them before choosing.
| Skill | Score | Stars | Updated | Format |
|---|---|---|---|---|
| model-serving-kubernetes (this skill)by BagelHole | 80 | 1.1k | 4mo ago | SKILL.md |
| claude-memby thedotmack | 100 | 95.2k | today | CLAUDE.md |
| Understand-Anythingby Egonex-AI | 100 | 85.0k | today | CLAUDE.md |
| headroomby headroomlabs-ai | 100 | 74.3k | today | CLAUDE.md |
| CowAgentby zhayujie | 100 | 47.2k | today | CLAUDE.md |
Frequently asked questions
- How do I install model-serving-kubernetes?
- Run
npx skills add BagelHole/DevOps-Security-Agent-Skills --skill model-serving-kubernetes. The install tabs above show the steps for each supported agent. - Which AI agents does model-serving-kubernetes work with?
- It is written for Universal, as a SKILL.md file. Other agents that read the same format can often use it too.
- Is model-serving-kubernetes safe to use?
- It is MIT-licensed and scores 98/100 on trust signals. Skills are instructions an agent will follow, so read the file before installing it and do not approve commands you do not understand.
- Is model-serving-kubernetes still maintained?
- The repository was last updated about 4 months ago. That is recent enough to be usable, but agent tooling moves fast, so check the instructions against your agent's current version.
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Languages
Trust signals
From repository metadata: license, adoption, age and documentation. Not a code audit — see the Safety scan above for what the skill file itself contains.