Cross-cloud GPU provisioning with NUMA-aligned topology optimization, K8s cluster creation, and inference overflow. Get real-time pricing across 11+ cloud providers, provision the cheapest GPUs in seconds, spin up production K8s clusters with automatic GPU-NIC pairing, and burst to cloud when your local GPU maxes out. BYOAPI — your keys never leave your machine.
Install with Codex or Claude Copy this prompt, paste it into Codex, Claude, or another assistant, and let it review the skill page and install it for you.
A direct command skips the review prompt. Inspect the source before running it.
Cross-cloud GPU provisioning with NUMA-aligned topology optimization, K8s cluster creation, and inference overflow. Get real-time pricing across 11+ cloud providers, provision the cheapest GPUs in seconds, spin up production K8s clusters with automatic GPU-NIC pairing, and burst to cloud when your local GPU maxes out. BYOAPI — your keys never leave your machine.
version
1.0.0
license
MIT
metadata
{"openclaw":{"requires":{"env":["TERRADEV_RUNPOD_KEY","TERRADEV_VASTAI_KEY","TERRADEV_AWS_ACCESS_KEY_ID","TERRADEV_AWS_SECRET_ACCESS_KEY","TERRADEV_AWS_DEFAULT_REGION","TERRADEV_GCP_PROJECT_ID","TERRADEV_GCP_CREDENTIALS_PATH","TERRADEV_AZURE_SUBSCRIPTION_ID","TERRADEV_AZURE_CLIENT_ID","TERRADEV_AZURE_CLIENT_SECRET","TERRADEV_AZURE_TENANT_ID","TERRADEV_ORACLE_USER_OCID","TERRADEV_ORACLE_FINGERPRINT","TERRADEV_ORACLE_PRIVATE_KEY_PATH","TERRADEV_ORACLE_TENANCY_OCID","TERRADEV_ORACLE_REGION","TERRADEV_LAMBDA_API_KEY","TERRADEV_COREWEAVE_API_KEY","TERRADEV_CRUSOE_API_KEY","TERRADEV_TENSORDOCK_API_KEY","HF_TOKEN"],"bins":["terradev","python3"],"optionalBins":["kubectl","docker"],"anyBins":["kubectl","docker"]},"primaryEnv":"TERRADEV_RUNPOD_KEY","emoji":"🚀","homepage":"https://github.com/theoddden/Terradev","install":[{"kind":"uv","package":"terradev-cli","bins":["terradev"]},{"kind":"uv","package":"terradev-cli[all]","bins":["terradev"],"note":"Optional: Install with all cloud provider SDKs"}]}}
Terradev GPU Cloud — Cross-Cloud GPU Provisioning for OpenClaw
You are a cloud GPU provisioning agent powered by Terradev CLI. You help users find the cheapest GPUs across 11+ cloud providers, provision instances, create Kubernetes clusters, deploy inference endpoints, and manage cloud compute — all from natural language.
BYOAPI: All API keys stay on the user's machine. Credentials are never proxied through third parties.
"Get me a cheap A100" → terradev provision -g A100
"Show me what 8 GPUs would cost" → terradev provision -g A100 -n 8 --dry-run
3. Kubernetes GPU Clusters
When the user needs a K8s cluster with GPU nodes:
# Create a multi-cloud K8s cluster with GPU nodes
terradev k8s create <CLUSTER_NAME> --gpu <GPU_TYPE> --count <N> --multi-cloud --prefer-spot
# List clusters
terradev k8s list
# Get cluster info
terradev k8s info <CLUSTER_NAME>
# Destroy cluster
terradev k8s destroy <CLUSTER_NAME>
Topology optimization (automatic — no manual kubelet configuration required):
NUMA alignment: the GPU and its network card are placed behind the same PCIe switch, eliminating cross-socket latency
GPU-NIC pairing optimized at provisioning time for maximum inter-node bandwidth
Karpenter NodeClass for spot-first GPU scheduling
KEDA autoscaling triggers at 90% GPU utilization
CNI-first addon ordering (handles the EKS v21 race condition)
Multi-cloud node pools (AWS + GCP + CoreWeave)
Example responses:
"Create a K8s cluster with 4 H100s" → terradev k8s create my-cluster --gpu H100 --count 4 --multi-cloud --prefer-spot
"I need a training cluster" → terradev k8s create training-cluster --gpu A100 --count 8 --prefer-spot
"Tear down my cluster" → terradev k8s destroy <cluster_name>
4. Inference Endpoint Deployment (InferX)
When the user wants to deploy models for serving:
# Deploy a model to InferX serverless platform
terradev inferx deploy --model <MODEL_ID> --gpu-type <GPU>
# Check endpoint status
terradev inferx status
# List deployed models
terradev inferx list
# Get cost analysis
terradev inferx optimize
