Google Cloud Integration
SkillMonitoring & opsLets your agent check the health, metrics, and logs of Google Cloud Run services and Cloud Functions.
Available today. Use it from your connected AI after setup.
No other account needed.
Connect ahel once, and every AI you use reads what you have installed.
Then ask your AI: use the Google Cloud Integration skill
About this capability
Monitor Google Cloud Run services and Cloud Functions health, metrics, and logs. Use this skill when the user asks about service health, request counts, latencies, or cloud infrastructure.
What this skill tells your AI
The instructions your AI receives, as published by builderio/agent-native in templates/analytics/.builder/skills/gcloud/SKILL.md and read by ahel’s review.
Connection
- Project:
BIGQUERY_PROJECT_IDfrom Settings → Data sources - Service account: from
GOOGLE_APPLICATION_CREDENTIALS_JSON - Auth:
GOOGLE_APPLICATION_CREDENTIALS_JSONcredential (JSON credentials string) — no ADC fallback - IAM roles:
monitoring.viewer,run.viewer,cloudfunctions.viewer,logging.viewer - Caching: 5-minute in-memory cache, max 120 entries
Server Lib & API Routes
- File:
server/lib/gcloud.ts
Exported Functions
| Function | Description |
|---|---|
listCloudRunServices() | List all Cloud Run services |
listCloudFunctions() | List all Cloud Functions |
queryMetrics(filter, period, aligner?, reducer?, groupBy?) | Query Cloud Monitoring time series |
getServiceMetrics(serviceType, serviceName, metric, period, extraFilter?) | Convenience metric query |
listLogEntries(filter, pageSize?) | Read Cloud Logging entries |
API Routes
| Route | Description |
|---|---|
GET /api/gcloud/services | List Cloud Run services |
GET /api/gcloud/metrics | Query metrics |
GET /api/gcloud/logs | Read log entries |
Agent Action
Use gcloud for agent-facing Google Cloud work. Do not call
/api/gcloud/* directly from the agent.
| Mode | Args | Description |
|---|---|---|
services | List Cloud Run services and Cloud Functions | |
metrics | service, serviceType, metric, period, extraFilter | Query Cloud Monitoring |
logs | service, serviceType, severity, limit | Read Cloud Logging |
Dashboard
/adhoc/gcloud— Google Cloud Health dashboard
Google Cloud APIs Used
- Cloud Run Admin API v2:
/v2/projects/{project}/locations/-/services - Cloud Functions API v2:
/v2/projects/{project}/locations/-/functions - Cloud Monitoring API v3:
/v3/projects/{project}/timeSeries - Cloud Logging API v2:
/v2/entries:list
Key Metrics
- Cloud Run:
run.googleapis.com/request_count,request_latencies,container/instance_count,container/cpu/utilization - Cloud Functions:
cloudfunctions.googleapis.com/function/execution_count,execution_times,active_instances
Key Patterns & Gotchas
- Scale: 78 Cloud Run services, 237+ Cloud Functions — UI uses searchable dropdown
- Alignment periods: 1h→60s, 6h→300s, 24h→600s, 7d→3600s
getServiceMetricsauto-selects aligner/reducer based on metric name (latency→percentile, request_count→ALIGN_DELTA, memory→ALIGN_MEAN)queryMetricsmaps point values fromdoubleValue,int64Value, or distribution meanlistLogEntriesuses POST payload; returns entries reversed- Project ID comes from the user's configured
BIGQUERY_PROJECT_ID.
Signals
- GitHub stars
- 5k
- Forks
- 448
- Last commit
- Sep 2026
Advanced
- Catalog kind
- skill
- Gateway key
gcloud- Source
- github.com/builderio/agent-native