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vastai-observability

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Set up comprehensive observability for Vast.ai integrations with metrics, traces, and alerts. Use when implementing monitoring for Vast.ai operations, setting up dashboards, or configuring alerting for Vast.ai integration health. Trigger with phrases like "vastai monitoring", "vastai metrics", "vastai observability", "monitor vastai", "vastai alerts", "vastai tracing".

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Marketplace

claude-code-plugins-plus

jeremylongshore/claude-code-plugins-plus-skills

Plugin

vastai-pack

ai-ml

Repository

jeremylongshore/claude-code-plugins-plus-skills
1.2kstars

plugins/saas-packs/vastai-pack/skills/vastai-observability/SKILL.md

Last Verified

February 1, 2026

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Scope:
npx add-skill https://github.com/jeremylongshore/claude-code-plugins-plus-skills/blob/main/plugins/saas-packs/vastai-pack/skills/vastai-observability/SKILL.md -a claude-code --skill vastai-observability

Installation paths:

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.claude/skills/vastai-observability/
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Instructions

# Vast.ai Observability

## Overview
Set up comprehensive observability for Vast.ai integrations.

## Prerequisites
- Prometheus or compatible metrics backend
- OpenTelemetry SDK installed
- Grafana or similar dashboarding tool
- AlertManager configured

## Metrics Collection

### Key Metrics
| Metric | Type | Description |
|--------|------|-------------|
| `vastai_requests_total` | Counter | Total API requests |
| `vastai_request_duration_seconds` | Histogram | Request latency |
| `vastai_errors_total` | Counter | Error count by type |
| `vastai_rate_limit_remaining` | Gauge | Rate limit headroom |

### Prometheus Metrics

```typescript
import { Registry, Counter, Histogram, Gauge } from 'prom-client';

const registry = new Registry();

const requestCounter = new Counter({
  name: 'vastai_requests_total',
  help: 'Total Vast.ai API requests',
  labelNames: ['method', 'status'],
  registers: [registry],
});

const requestDuration = new Histogram({
  name: 'vastai_request_duration_seconds',
  help: 'Vast.ai request duration',
  labelNames: ['method'],
  buckets: [0.05, 0.1, 0.25, 0.5, 1, 2.5, 5],
  registers: [registry],
});

const errorCounter = new Counter({
  name: 'vastai_errors_total',
  help: 'Vast.ai errors by type',
  labelNames: ['error_type'],
  registers: [registry],
});
```

### Instrumented Client

```typescript
async function instrumentedRequest<T>(
  method: string,
  operation: () => Promise<T>
): Promise<T> {
  const timer = requestDuration.startTimer({ method });

  try {
    const result = await operation();
    requestCounter.inc({ method, status: 'success' });
    return result;
  } catch (error: any) {
    requestCounter.inc({ method, status: 'error' });
    errorCounter.inc({ error_type: error.code || 'unknown' });
    throw error;
  } finally {
    timer();
  }
}
```

## Distributed Tracing

### OpenTelemetry Setup

```typescript
import { trace, SpanStatusCode } from '@opentelemetry/api';

const tracer = trace.getTracer('vastai-client');

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