SkyPilot has released an Agent Skill that lets AI coding agents like Claude Code, Cursor, and Codex manage GPU cloud infrastructure using natural language. Instead of writing Kubernetes manifests or Slurm job files, developers can instruct their agent to launch clusters, run fine-tuning jobs, check GPU availability across Kubernetes clusters, compare cloud pricing, and tear down resources. The skill follows the open Agent Skills standard and works with any compatible agent. Setup involves installing the SkyPilot plugin in your agent and configuring cloud credentials.
Table of contents
Install the SkyPilot Agent Skill #Instruct Agent to Set up Credentials #Launch a GPU Cluster with One Sentence #Check GPUs across K8s clusters #Workloads your Agent can Launch #Spin Down Your Cluster #Get Started Now #Sort: