gke-inference
gke-inference is an agent skill published by google. It lives in the google/skills repository, which has 21,580 GitHub stars and is licensed under Apache-2.0; we last read it on 2026-10-20.
Deploys and optimizes AI/ML inference workloads on GKE, using GPUs, TPUs, and model servers. Requires credentials for GKE.
Install
skills is a generic installer for any repository of Claude agent skills -- it reads google/skills’s own structure rather than assuming one, the same way this page reads the skill’s own SKILL.md rather than assuming a format.
npx skills add google/skills
Maintenance
Deploys and optimizes AI/ML inference workloads on GKE, using GPUs, TPUs, and model servers. Use when deploying GKE inference servers, configuring GKE GPU resources for inference, or deploying LLMs on GKE. Don't use for migrating existing AI workloads to GKE (use google-cloud-solution-guided-gke-ai-migration), GKE RAG with Cloud SQL/AlloyDB (use google-cloud-solution-rag-enterprise-search-gke-sqldb), or batch/HPC (use gke-batch-hpc).
Common questions about gke-inference
- What does gke-inference do?
- Deploys and optimizes AI/ML inference workloads on GKE, using GPUs, TPUs, and model servers. Requires credentials for GKE.
- How do I install gke-inference?
- Run npx skills add google/skills. The skills installer reads the repository’s own structure, so it works for any repository of agent skills.
- Who publishes gke-inference?
- google.
- Is gke-inference maintained, and what licence does it use?
- Its repository has 21,580 GitHub stars and its state in our directory is listed. Its last commit we recorded was on 2026-10-25. The repository declares the Apache-2.0 licence.