Skills Development ClickUp API Observability Monitoring

ClickUp API Observability Monitoring

v20260423
clickup-observability
This skill provides comprehensive observability for ClickUp API integrations. It instruments API calls to capture key metrics like request rate, latency percentiles, error counts, and rate limit usage. It integrates with Prometheus for metrics, OpenTelemetry for distributed tracing, and structured logging for detailed event tracking. Use it to build robust dashboards and set up critical alerts for API performance issues.
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Overview

ClickUp Observability

Overview

Monitor ClickUp API v2 integrations with metrics (request rate, latency, errors, rate limit usage), distributed tracing, and alerting.

Key Metrics

MetricTypeLabelsDescription
clickup_requests_totalCountermethod, endpoint, statusTotal API requests
clickup_request_duration_secondsHistogrammethod, endpointRequest latency
clickup_errors_totalCounterstatuscode, errortypeErrors by type
clickup_rate_limit_remainingGaugetoken_hashRate limit headroom
clickup_rate_limit_resets_totalCounterTimes we hit 429

Prometheus Instrumentation

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

const registry = new Registry();

const requestCounter = new Counter({
  name: 'clickup_requests_total',
  help: 'Total ClickUp API v2 requests',
  labelNames: ['method', 'endpoint', 'status'] as const,
  registers: [registry],
});

const requestDuration = new Histogram({
  name: 'clickup_request_duration_seconds',
  help: 'ClickUp API request duration in seconds',
  labelNames: ['method', 'endpoint'] as const,
  buckets: [0.05, 0.1, 0.25, 0.5, 1, 2, 5],
  registers: [registry],
});

const rateLimitGauge = new Gauge({
  name: 'clickup_rate_limit_remaining',
  help: 'ClickUp rate limit remaining requests',
  registers: [registry],
});

const errorCounter = new Counter({
  name: 'clickup_errors_total',
  help: 'ClickUp API errors by status code',
  labelNames: ['status_code', 'error_type'] as const,
  registers: [registry],
});

Instrumented Client

async function instrumentedClickUpRequest<T>(
  path: string,
  options: RequestInit = {}
): Promise<T> {
  const method = options.method ?? 'GET';
  // Normalize endpoint for cardinality control (replace UUIDs)
  const endpoint = path.replace(/\/[a-zA-Z0-9]{6,}(?=\/|$|\?)/g, '/:id');
  const timer = requestDuration.startTimer({ method, endpoint });

  try {
    const response = await fetch(`https://api.clickup.com/api/v2${path}`, {
      ...options,
      headers: {
        'Authorization': process.env.CLICKUP_API_TOKEN!,
        'Content-Type': 'application/json',
        ...options.headers,
      },
    });

    // Update rate limit gauge
    const remaining = response.headers.get('X-RateLimit-Remaining');
    if (remaining) rateLimitGauge.set(parseInt(remaining));

    const status = response.ok ? 'success' : `${response.status}`;
    requestCounter.inc({ method, endpoint, status });

    if (!response.ok) {
      const body = await response.json().catch(() => ({}));
      errorCounter.inc({
        status_code: String(response.status),
        error_type: body.ECODE ?? 'unknown',
      });
      throw new Error(`ClickUp ${response.status}: ${body.err}`);
    }

    return response.json();
  } catch (error) {
    if (!(error instanceof Error && error.message.startsWith('ClickUp'))) {
      errorCounter.inc({ status_code: 'network', error_type: 'fetch_error' });
    }
    throw error;
  } finally {
    timer();
  }
}

OpenTelemetry Tracing

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

const tracer = trace.getTracer('clickup-integration', '1.0.0');

async function tracedClickUpCall<T>(
  operationName: string,
  path: string,
  fn: () => Promise<T>
): Promise<T> {
  return tracer.startActiveSpan(`clickup.${operationName}`, async (span) => {
    span.setAttribute('clickup.path', path);
    span.setAttribute('clickup.method', 'GET');

    try {
      const result = await fn();
      span.setStatus({ code: SpanStatusCode.OK });
      return result;
    } catch (error: any) {
      span.setStatus({ code: SpanStatusCode.ERROR, message: error.message });
      span.recordException(error);
      throw error;
    } finally {
      span.end();
    }
  });
}

Structured Logging

import pino from 'pino';

const logger = pino({ name: 'clickup', level: process.env.LOG_LEVEL ?? 'info' });

function logClickUpCall(data: {
  method: string;
  path: string;
  status: number;
  durationMs: number;
  rateLimitRemaining?: number;
  error?: string;
}): void {
  const level = data.status >= 500 ? 'error' : data.status >= 400 ? 'warn' : 'info';
  logger[level]({
    service: 'clickup',
    ...data,
  }, `ClickUp ${data.method} ${data.path} -> ${data.status} (${data.durationMs}ms)`);
}

Alert Rules

# prometheus/clickup_alerts.yaml
groups:
  - name: clickup
    rules:
      - alert: ClickUpHighErrorRate
        expr: rate(clickup_errors_total[5m]) / rate(clickup_requests_total[5m]) > 0.05
        for: 5m
        labels: { severity: warning }
        annotations:
          summary: "ClickUp API error rate > 5%"

      - alert: ClickUpHighLatency
        expr: histogram_quantile(0.95, rate(clickup_request_duration_seconds_bucket[5m])) > 3
        for: 5m
        labels: { severity: warning }
        annotations:
          summary: "ClickUp P95 latency > 3s"

      - alert: ClickUpRateLimitLow
        expr: clickup_rate_limit_remaining < 10
        for: 1m
        labels: { severity: critical }
        annotations:
          summary: "ClickUp rate limit nearly exhausted"

      - alert: ClickUpAuthFailures
        expr: increase(clickup_errors_total{status_code="401"}[5m]) > 0
        labels: { severity: critical }
        annotations:
          summary: "ClickUp authentication failures detected"

Metrics Endpoint

app.get('/metrics', async (req, res) => {
  res.set('Content-Type', registry.contentType);
  res.send(await registry.metrics());
});

Error Handling

IssueCauseSolution
High cardinalityDynamic IDs in labelsNormalize paths (replace IDs with :id)
Missing metricsUninstrumented code pathWrap all API calls through instrumented client
Alert stormThreshold too sensitiveTune for duration and threshold
Trace gapsMissing context propagationEnsure span context is passed

Resources

Next Steps

For incident response, see clickup-incident-runbook.

Info
Category Development
Name clickup-observability
Version v20260423
Size 6.75KB
Updated At 2026-04-28
Language