coreweave-webhooks-events
Monitor CoreWeave cluster events and GPU workload status. Use when tracking pod lifecycle events, monitoring GPU utilization, or alerting on inference service health changes. Trigger with phrases like "coreweave events", "coreweave monitoring", "coreweave pod alerts", "coreweave gpu monitoring".
Best use case
coreweave-webhooks-events is best used when you need a repeatable AI agent workflow instead of a one-off prompt.
Monitor CoreWeave cluster events and GPU workload status. Use when tracking pod lifecycle events, monitoring GPU utilization, or alerting on inference service health changes. Trigger with phrases like "coreweave events", "coreweave monitoring", "coreweave pod alerts", "coreweave gpu monitoring".
Teams using coreweave-webhooks-events 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-webhooks-events/SKILL.mdinside your project - Restart your AI agent — it will auto-discover the skill
How coreweave-webhooks-events Compares
| Feature / Agent | coreweave-webhooks-events | 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?
Monitor CoreWeave cluster events and GPU workload status. Use when tracking pod lifecycle events, monitoring GPU utilization, or alerting on inference service health changes. Trigger with phrases like "coreweave events", "coreweave monitoring", "coreweave pod alerts", "coreweave gpu monitoring".
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.
SKILL.md Source
# CoreWeave Webhooks & Events
## Kubernetes Event Monitoring
```bash
# Watch GPU pod events
kubectl get events --watch --field-selector=reason=Scheduled,reason=Pulled,reason=Failed
# Monitor GPU utilization via exec
kubectl exec -it deployment/inference -- nvidia-smi --query-gpu=utilization.gpu,memory.used --format=csv -l 5
```
## Prometheus GPU Metrics
```yaml
# DCGM exporter for GPU metrics (pre-installed on CKS)
# Key metrics:
# DCGM_FI_DEV_GPU_UTIL - GPU utilization %
# DCGM_FI_DEV_FB_USED - GPU memory used
# DCGM_FI_DEV_POWER_USAGE - Power draw
```
## Slack Alert Integration
```python
import subprocess, json, requests
def check_inference_health(deployment: str, slack_url: str):
result = subprocess.run(
["kubectl", "get", "deployment", deployment, "-o", "json"],
capture_output=True, text=True,
)
deploy = json.loads(result.stdout)
ready = deploy["status"].get("readyReplicas", 0)
desired = deploy["spec"]["replicas"]
if ready < desired:
requests.post(slack_url, json={
"text": f"CoreWeave: {deployment} has {ready}/{desired} replicas ready"
})
```
## Resources
- [CoreWeave Observability](https://www.coreweave.com/observability)
## Next Steps
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