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".

1,868 stars

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

$curl -o ~/.claude/skills/coreweave-webhooks-events/SKILL.md --create-dirs "https://raw.githubusercontent.com/jeremylongshore/claude-code-plugins-plus-skills/main/plugins/saas-packs/coreweave-pack/skills/coreweave-webhooks-events/SKILL.md"

Manual Installation

  1. Download SKILL.md from GitHub
  2. Place it in .claude/skills/coreweave-webhooks-events/SKILL.md inside your project
  3. Restart your AI agent — it will auto-discover the skill

How coreweave-webhooks-events Compares

Feature / Agentcoreweave-webhooks-eventsStandard Approach
Platform SupportNot specifiedLimited / Varies
Context Awareness High Baseline
Installation ComplexityUnknownN/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.

Related Guides

SKILL.md Source

# CoreWeave Webhooks & Events

## Overview
CoreWeave emits Kubernetes-native events and custom status callbacks for GPU workload lifecycle management. Monitor instance readiness, job completion, volume attachment, and node health to build automated scaling, alerting, and recovery pipelines for GPU-accelerated inference and training workloads.

## Webhook Registration
```typescript
const response = await fetch("https://api.coreweave.com/v1/webhooks", {
  method: "POST",
  headers: {
    "Authorization": `Bearer ${process.env.COREWEAVE_API_KEY}`,
    "Content-Type": "application/json",
  },
  body: JSON.stringify({
    url: "https://yourapp.com/webhooks/coreweave",
    events: ["instance.ready", "job.completed", "volume.attached", "node.unhealthy"],
    secret: process.env.COREWEAVE_WEBHOOK_SECRET,
  }),
});
```

## Signature Verification
```typescript
import crypto from "crypto";
import { Request, Response, NextFunction } from "express";

function verifyCoreWeaveSignature(req: Request, res: Response, next: NextFunction) {
  const signature = req.headers["x-coreweave-signature"] as string;
  const timestamp = req.headers["x-coreweave-timestamp"] as string;
  const payload = `${timestamp}.${req.body.toString()}`;
  const expected = crypto.createHmac("sha256", process.env.COREWEAVE_WEBHOOK_SECRET!)
    .update(payload).digest("hex");
  if (!crypto.timingSafeEqual(Buffer.from(signature), Buffer.from(expected))) {
    return res.status(401).json({ error: "Invalid signature" });
  }
  next();
}
```

## Event Handler
```typescript
import express from "express";
const app = express();

app.post("/webhooks/coreweave", express.raw({ type: "application/json" }), verifyCoreWeaveSignature, (req, res) => {
  const event = JSON.parse(req.body.toString());
  res.status(200).json({ received: true });

  switch (event.type) {
    case "instance.ready":
      registerEndpoint(event.data.instance_id, event.data.gpu_type); break;
    case "job.completed":
      collectArtifacts(event.data.job_id, event.data.output_path); break;
    case "volume.attached":
      mountStorage(event.data.volume_id, event.data.node_name); break;
    case "node.unhealthy":
      drainAndReschedule(event.data.node_id, event.data.reason); break;
  }
});
```

## Event Types
| Event | Payload Fields | Use Case |
|-------|---------------|----------|
| `instance.ready` | `instance_id`, `gpu_type`, `ip_address` | Register inference endpoint |
| `job.completed` | `job_id`, `output_path`, `duration_seconds` | Collect training artifacts |
| `volume.attached` | `volume_id`, `node_name`, `mount_path` | Confirm storage availability |
| `node.unhealthy` | `node_id`, `reason`, `gpu_count` | Drain node and reschedule pods |
| `instance.terminated` | `instance_id`, `exit_code`, `gpu_type` | Clean up resources and alert |

## Retry & Idempotency
```typescript
const processed = new Set<string>();

async function handleIdempotent(event: { id: string; type: string; data: any }) {
  if (processed.has(event.id)) return;
  await routeEvent(event);
  processed.add(event.id);
  if (processed.size > 10_000) {
    const entries = Array.from(processed);
    entries.slice(0, entries.length - 10_000).forEach((id) => processed.delete(id));
  }
}
```

## Error Handling
| Issue | Cause | Fix |
|-------|-------|-----|
| Signature mismatch | Clock skew between clusters | Validate timestamp within 5-minute window |
| Duplicate `instance.ready` | Rescheduled pod on same node | Track instance IDs for deduplication |
| Stale `node.unhealthy` | Transient GPU memory error | Wait for consecutive events before draining |
| Missing `output_path` | Job failed before writing | Check `exit_code` before collecting artifacts |

## Resources
- [CoreWeave Kubernetes Docs](https://docs.coreweave.com/coreweave-kubernetes/)

## Next Steps
See `coreweave-security-basics`.

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