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Application instrumentation for monitoring. Trigger when the user wants to add logs, metrics, or traces.
Codex 또는 Claude로 설치 이 Prompt를 복사해 Codex, Claude 또는 다른 어시스턴트에 붙여 넣으면 Skill 페이지를 검토하고 설치를 진행할 수 있습니다.
SOC 직업 분류 기준
Multi-agent team orchestration with native Agent Teams. Trigger when the user wants to launch a team of agents, coordinate parallel work with inter-agent communication, or use swarm mode.
Perform a thorough code review. Use when the user requests a review, wants to verify code quality, or before merging a PR.
Context transfer between AI sessions. Trigger when the user wants to save the context, resume a task, or hand off the work to another session.
API mock configuration for tests. Trigger when the user wants to mock APIs, use MSW, or test without a backend.
Debug and resolve problems. Use when the user has a bug, an error, an unexpected behavior, or wants to understand why something is not working.
TDD development with Red-Green-Refactor cycle. Use to implement a feature by writing tests BEFORE the code. Trigger automatically when the user asks for TDD, wants to write tests first, mentions "test first", or asks to implement, add, create, fix, correct code, a new feature, a bugfix, or a functionality.
| name | ops-monitoring |
| description | Application instrumentation for monitoring. Trigger when the user wants to add logs, metrics, or traces. |
| allowed-tools | ["Read","Write","Edit","Bash","Glob","Grep"] |
| context | fork |
| disable-model-invocation | true |
import pino from 'pino';
const logger = pino({
level: process.env.LOG_LEVEL || 'info',
base: { service: 'api', env: process.env.NODE_ENV },
});
logger.info({ userId: '123', action: 'login' }, 'User logged in');
logger.error({ err, requestId }, 'Request failed');
import { Counter, Histogram, Registry } from 'prom-client';
const httpRequests = new Counter({
name: 'http_requests_total',
help: 'Total HTTP requests',
labelNames: ['method', 'path', 'status'],
});
const httpDuration = new Histogram({
name: 'http_request_duration_seconds',
help: 'Request duration',
labelNames: ['method', 'path'],
buckets: [0.1, 0.5, 1, 2, 5],
});
import { trace } from '@opentelemetry/api';
const tracer = trace.getTracer('my-service');
async function processOrder(orderId: string) {
return tracer.startActiveSpan('processOrder', async (span) => {
span.setAttribute('orderId', orderId);
try {
// ... processing
} finally {
span.end();
}
});
}
app.get('/health', (req, res) => res.json({ status: 'ok' }));
app.get('/ready', async (req, res) => {
const dbOk = await db.query('SELECT 1');
res.status(dbOk ? 200: 503).json({ db: dbOk });
});
Once the code is instrumented, deploy the backing stack (Prometheus + Grafana + Loki + Alertmanager).
prometheus.yml scrape configs + alert.rules.yml.alertmanager.yml routes + receivers (Slack / PagerDuty / email).node-exporter + cAdvisor for system metrics.Grafana Labs publishes their own official agent skills at grafana/skills (31★, last commit 2026-05-04). The repo covers Grafana Core, Grafana Cloud, the LGTM stack (Loki/Grafana/Tempo/Mimir), k6 performance testing, and the Grafana app SDK. A separate companion repo grafana/pyroscope-skills covers continuous profiling.
When working on a project that uses the Grafana / LGTM stack, install the vendor skill alongside this one. This skill captures the three-pillar instrumentation overview (logs / metrics / traces) and the foundation's basic OTEL + health-check skeleton; the vendor skill captures the canonical Grafana operational patterns that evolve with each Grafana release. For non-Grafana stacks (Datadog, New Relic, Honeycomb, etc.), this skill remains the primary reference.
Vendor-neutrality: Grafana Labs is independent. No concern.
Install command and full list of validated vendor skills: docs/recipes/recommended-vendor-skills.md. Audit pilot trace: specs/marketplace-audit/ops-skills-pilot-2026-05-06.md.