coreweave-enterprise-rbac
Configure RBAC and namespace isolation for CoreWeave multi-team GPU access. Use when managing team permissions, isolating GPU quotas, or implementing namespace-level access control. Trigger with phrases like "coreweave rbac", "coreweave permissions", "coreweave namespace isolation", "coreweave team access".
Best use case
coreweave-enterprise-rbac is best used when you need a repeatable AI agent workflow instead of a one-off prompt.
Configure RBAC and namespace isolation for CoreWeave multi-team GPU access. Use when managing team permissions, isolating GPU quotas, or implementing namespace-level access control. Trigger with phrases like "coreweave rbac", "coreweave permissions", "coreweave namespace isolation", "coreweave team access".
Teams using coreweave-enterprise-rbac should expect a more consistent output, faster repeated execution, less prompt rewriting.
When to use this skill
- You want a reusable workflow that can be run more than once with consistent structure.
When not to use this skill
- You only need a quick one-off answer and do not need a reusable workflow.
- You cannot install or maintain the underlying files, dependencies, or repository context.
Installation
Claude Code / Cursor / Codex
Manual Installation
- Download SKILL.md from GitHub
- Place it in
.claude/skills/coreweave-enterprise-rbac/SKILL.mdinside your project - Restart your AI agent — it will auto-discover the skill
How coreweave-enterprise-rbac Compares
| Feature / Agent | coreweave-enterprise-rbac | Standard Approach |
|---|---|---|
| Platform Support | Not specified | Limited / Varies |
| Context Awareness | High | Baseline |
| Installation Complexity | Unknown | N/A |
Frequently Asked Questions
What does this skill do?
Configure RBAC and namespace isolation for CoreWeave multi-team GPU access. Use when managing team permissions, isolating GPU quotas, or implementing namespace-level access control. Trigger with phrases like "coreweave rbac", "coreweave permissions", "coreweave namespace isolation", "coreweave team access".
Where can I find the source code?
You can find the source code on GitHub using the link provided at the top of the page.
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SKILL.md Source
# CoreWeave Enterprise RBAC
## Overview
CoreWeave runs GPU workloads on Kubernetes, so RBAC maps directly to K8s namespace isolation and ResourceQuotas. Each team gets a dedicated namespace with GPU limits, storage caps, and network policies. This prevents noisy-neighbor problems where one team's training job starves another's inference service. SOC 2 and HIPAA workloads require namespace-level audit logging and team-scoped API key rotation.
## Role Hierarchy
| Role | Permissions | Scope |
|------|------------|-------|
| Cluster Admin | Full CKS control, namespace creation, quota management | All namespaces |
| Team Lead | Deploy workloads, manage team API keys, adjust pod limits | Own namespace |
| ML Engineer | Launch jobs, access PVCs, view logs | Own namespace |
| Inference Operator | Deploy/scale inference endpoints, read metrics | Own namespace |
| Viewer | Read-only pod status, logs, GPU utilization metrics | Own namespace |
## Permission Check
```typescript
import { KubeConfig, RbacAuthorizationV1Api } from '@kubernetes/client-node';
async function checkNamespaceAccess(user: string, namespace: string, verb: string, resource: string): Promise<boolean> {
const kc = new KubeConfig();
kc.loadFromDefault();
const rbac = kc.makeApiClient(RbacAuthorizationV1Api);
const review = { apiVersion: 'authorization.k8s.io/v1', kind: 'SubjectAccessReview',
spec: { user, resourceAttributes: { namespace, verb, resource } } };
const result = await rbac.createSubjectAccessReview(review);
return result.body.status?.allowed ?? false;
}
```
## Role Assignment
```typescript
async function assignTeamNamespace(team: string, group: string, gpuLimit: number): Promise<void> {
await kubectl(`create namespace ${team}`);
await kubectl(`create resourcequota ${team}-gpu --namespace=${team} --hard=requests.nvidia.com/gpu=${gpuLimit}`);
await kubectl(`create rolebinding ${team}-access --namespace=${team} --clusterrole=edit --group=${group}`);
console.log(`Namespace ${team} created with ${gpuLimit} GPU quota bound to ${group}`);
}
async function revokeAccess(team: string, binding: string): Promise<void> {
await kubectl(`delete rolebinding ${binding} --namespace=${team}`);
}
```
## Audit Logging
```typescript
interface CoreWeaveAuditEntry {
timestamp: string; user: string; namespace: string;
action: 'gpu_request' | 'deploy' | 'scale' | 'delete' | 'quota_change';
resource: string; gpuCount?: number; result: 'allowed' | 'denied';
}
function logAccess(entry: CoreWeaveAuditEntry): void {
console.log(JSON.stringify({ ...entry, cluster: process.env.CW_CLUSTER_ID }));
}
```
## RBAC Checklist
- [ ] Each team has a dedicated namespace with ResourceQuota
- [ ] GPU limits set per namespace to prevent resource starvation
- [ ] RoleBindings use AD/OIDC groups, not individual users
- [ ] Network policies isolate namespace traffic
- [ ] API keys scoped to team namespace, rotated quarterly
- [ ] Viewer role assigned to finance/management for cost visibility
- [ ] Audit logging enabled for all GPU allocation events
## Error Handling
| Issue | Cause | Fix |
|-------|-------|-----|
| `Forbidden: GPU quota exceeded` | Namespace quota reached | Increase ResourceQuota or free idle pods |
| `RoleBinding not found` | Group name mismatch with IdP | Verify AD/OIDC group name matches RoleBinding subject |
| `Namespace not found` | Team namespace not provisioned | Run namespace creation script before role assignment |
| `SubjectAccessReview denied` | Missing ClusterRole binding | Check if ClusterRole exists and verb is permitted |
## Resources
- [CoreWeave CKS](https://docs.coreweave.com/docs/products/cks)
- [Kubernetes RBAC](https://kubernetes.io/docs/reference/access-authn-authz/rbac/)
## Next Steps
See `coreweave-security-basics`.Related Skills
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