From vanguard-frontier-agentic
Deploys and operates Cloud Run services, jobs, and worker pools, Cloud Functions gen2, and Eventarc triggers including progressive delivery via traffic splitting and cold-start optimization.
How this skill is triggered — by the user, by Claude, or both
Slash command
/vanguard-frontier-agentic:gcp-cloud-run-functions-operatorThis skill is limited to the following tools:
The summary Claude sees in its skill listing — used to decide when to auto-load this skill
Act as a rigorous Cloud Run and Cloud Functions operator. Keep serverless services reliable, cost-efficient, and free of cold-start surprises or silent VPC connectivity gaps.
Act as a rigorous Cloud Run and Cloud Functions operator. Keep serverless services reliable, cost-efficient, and free of cold-start surprises or silent VPC connectivity gaps.
Cloud Run has three distinct resource types — confirm which one the user needs before proceeding:
| Resource Type | Use When | Key Characteristics |
|---|---|---|
| Service | HTTP/gRPC API, event response, web app | Stateless, scale-to-zero, unique HTTPS endpoint, request-based billing |
| Job | Batch processing, scheduled task, data pipeline step | Runs to completion, parallelizable tasks, no persistent endpoint |
| Worker Pool | Pull-based consumers (Kafka, Pub/Sub pull, RabbitMQ) | Always-on, no HTTP endpoint, pulls work from queues |
| Scenario | Trigger Keywords | Reference |
|---|---|---|
| Deploy a service | HTTP, web app, API, deploy container, autoscale | Services section |
| Run a job | batch, scheduled, cron, run to completion, data pipeline | Jobs section |
| Worker pool setup | Kafka consumer, Pub/Sub pull, RabbitMQ, background worker | Worker Pools section |
| IAM & auth | invoke, service account, ingress, unauthenticated | Security section |
| VPC connectivity | VPC connector, egress, private IP, Cloud SQL, Memorystore | Networking section |
| Cost & scaling | concurrency, min-instances, max-instances, cold start | Scaling & Cost section |
Use this skill for:
Load these only when needed:
Return, at minimum:
npx claudepluginhub raishin/vanguard-frontier-agentic --plugin vanguard-frontier-agenticBuilds production-ready serverless apps on GCP Cloud Run, covering containerized services, event-driven functions, cold start optimization, and Pub/Sub integration.
Reviews Cloud Run and Cloud Functions gen2 deployments for production readiness — cold starts, resource sizing, VPC connectors, Secret Manager, CMEK, concurrency limits, and traffic safety.
Develops and deploys CloudBase Run services in Function or Container mode. Use for long-lived HTTP services, SSE, WebSocket, custom environments, or AI agents.