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llm-inference-scaling

Auto-scale LLM inference clusters on Kubernetes using KEDA, custom GPU metrics, and horizontal pod autoscaling. Handle traffic spikes, implement queue-based scaling, and optimize cost with spot instances for AI workloads.

Install / Use

npx skills add BagelHole/DevOps-Security-Agent-Skills --skill llm-inference-scaling

Installs into whichever agent you are using.

About this skill
📄

SKILL.md

Installable skill definition

Quality Score

80/100

Supported Platforms

Universal

Our assessment of llm-inference-scaling

llm-inference-scaling scores 80/100 on our quality scale, 721st 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.

llm-inference-scaling compared with similar skills

All 4 of these similar skills score higher than llm-inference-scaling; compare them before choosing.

SkillScoreStarsUpdatedFormat
llm-inference-scaling (this skill)by BagelHole801.1k4mo agoSKILL.md
claude-memby thedotmack10095.2ktodayCLAUDE.md
Agent-Reachby Panniantong10087.6k16d agoCLAUDE.md
Understand-Anythingby Egonex-AI10085.0ktodayCLAUDE.md
headroomby headroomlabs-ai10074.3ktodayCLAUDE.md

Frequently asked questions

How do I install llm-inference-scaling?
Run npx skills add BagelHole/DevOps-Security-Agent-Skills --skill llm-inference-scaling. The install tabs above show the steps for each supported agent.
Which AI agents does llm-inference-scaling 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 llm-inference-scaling 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 llm-inference-scaling 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.

Related Skills

View on GitHub
GitHub Stars1.1k
CategoryAI
Updated4mo ago
Forks158

Languages

Shell

Trust signals

98/100

From repository metadata: license, adoption, age and documentation. Not a code audit — see the Safety scan above for what the skill file itself contains.

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