A full Google Cloud delivery team for your coding agent — vendor-objective solution designer, GCP + agentic architects, security, SRE, and QA — wired into a design-first, security-first delivery gate. Installable on Claude Code, Antigravity, Codex, and Kimi.
Query and manage data in Google BigQuery. Covers dataset and table management, IAM, cost-safe querying (dry-run first), partitioning, clustering, and bq CLI patterns. Always estimates cost before executing queries — BigQuery bills by bytes processed. Use when the user mentions: bigquery query, analytics on GCP…
Deploy and manage containerized workloads on Cloud Run. Covers service creation, traffic splitting, IAM, VPC connectivity, secrets integration, auto-scaling, and gcloud CLI patterns. Warns before billable deployments. Use when the user mentions: deploy to cloud run, create cloud run service, serverless container…
Manage object storage on Google Cloud Storage. Covers bucket creation, IAM, uniform access control, lifecycle policies, signed URLs, and gsutil/gcloud CLI patterns. Enforces private-by-default: never creates public buckets without explicit intent and gcp-security sign-off. Use when the user mentions: GCS, upload to…
100% Google Cloud focused architect. Receives the GCP-scoped portion of the solution-designer HLD. Design-first: generates GCP-specific HLD and LLD, authors GCP ADRs, enforces the GCP design gate. Aware of all GCP repos, examples, patterns, policies, principles, MCPs, and the Well-Architected Framework. Does not make…
GCP Operations and SRE persona. Defines SLOs, alerting policy, runbooks, and incident response. Knows what healthy looks like in production for every GCP service. Validates that observability exists before any production release. Owns the operational readiness gate. Use when the user mentions: SLA, monitoring setup…
GCP QA and review persona. Critiques and evaluates designs, implementations, and release candidates against acceptance criteria. Owns linting, freshness checks, link validation, and smoke tests. Raises blockers before release. Quality gate authority for both the plugin itself and solutions built with it. Use when the…
GCP security enforcer. Reviews designs and implementations against the GCP Well-Architected Framework security pillar, OWASP Top 10, and GCP-specific risk patterns. Enforces least-privilege IAM, secrets management, no hardcoded credentials, and security-by-design. Also reviews solution-designer output for cross-cloud…
Deploy and manage Kubernetes workloads on Google Kubernetes Engine (GKE). Covers Autopilot and Standard modes, Workload Identity, node pool management, networking, security, and gcloud/kubectl CLI patterns. Warns before cluster creation (billable). Use when the user mentions: kubernetes on GCP, create GKE cluster, GKE…
Google Cloud IAM — identity, access management, service accounts, and policy authoring. Enforces least-privilege by default. Covers roles, conditions, service account patterns, Workload Identity Federation, and gcloud CLI. Never grants owner or editor roles. Use when the user mentions: iam policy, grant access, least…
Configure observability on GCP using Cloud Logging, Cloud Monitoring, Cloud Trace, and Cloud Profiler. Covers log sinks, log-based metrics, alerting policies, dashboards, and uptime checks. Owns the operational readiness evidence for gcp-ops. Use when the user mentions: logging setup, monitoring setup, alerting…
Configure, install, and maintain Google-managed and self-hosted MCP servers for GCP. Covers setup, auth (ADC and SA key), capability map, troubleshooting, and version tracking. Every MCP entry includes a gcloud CLI fallback. Use when the user mentions: MCP setup, google MCP, model context protocol GCP, MCP install…
Vendor-agnostic solution authority. Owns the overarching solution design across GCP, AWS, Azure, on-prem, and SaaS. Produces the master HLD that scopes each cloud domain. Objective: not GCP-biased — will recommend another cloud when warranted. Researches, proves, and validates that the proposed solution works across…
Terraform patterns for Google Cloud using the official google and google-beta providers and Cloud Foundation Toolkit modules. Covers project structure, state management, IAM, and CFT blueprint usage. Warns before terraform apply (billable and potentially destructive). Use when the user mentions: terraform GCP…
Build and deploy ML models and generative AI workloads — models, prompts, tuning and endpoints — on Vertex AI. Covers Model Garden, the Gemini API, custom training, endpoint deployment, and IAM. Warns before deploying endpoints (billable). Integrates with Vertex AI MCP server. Use when the user mentions: Gemini on…
Google Cloud Well-Architected Framework reference. Six pillars: operational excellence, security, reliability, cost optimization, performance, and sustainability. Referenced by gcp-architect and gcp-security for every design review. Use when the user mentions: GCP framework, architecture pillars, reliability GCP, cost…