devops-ops

Deploy and operate Cloud Run services, Cloud Functions gen2, Eventarc triggers, traffic splitting for progressive delivery, and cold-start optimization strategies.

Review GCP Pub/Sub, Eventarc, Cloud Tasks, Cloud Scheduler, and Workflows designs — dead-letter topics, message ordering, idempotency, fan-out blast radius, schema registry, and retry storm risk.

GCP Maestro routing skill. Classify the user's GCP task, select the narrowest specialist agent or the right team of specialists from the catalog, and dispatch them — single specialist for focused tasks, parallel team (max 4) for multi-domain tasks. Never auto-dispatch live-guard…

Respond to incidents and set up observability using Cloud Monitoring, Cloud Logging, Error Reporting, Cloud Trace, and SLO burn rate alerting.

Review GCP workload HA and BCDR designs — multi-region architectures, Cloud SQL HA failover, Spanner global instances, GKE multi-cluster, RTO/RPO target analysis, and runbook completeness.

Coordinate GCP support incidents — case creation with correct severity, Premium/Enhanced Support SLA enforcement, TAM escalation path, status page monitoring, internal stakeholder communication, and post-incident evidence packaging.

> Agent for `alibaba-event-driven-architecture-review`. Review Alibaba Cloud EventBridge, MNS (Message Notification Service), RocketMQ, and MSE event-driven designs — dead-letter queues, message ordering, idempotency, retry storm prevention, schema registry, and consumer group…

> Agent for `alibaba-iac-change-safety-review`. Review Terraform and ROS (Resource Orchestration Service) changes targeting Alibaba Cloud — blast radius analysis, resource deletion detection, cross-stack dependency impact, Resource Directory scope, and rollback plan completeness.

> Agent for `alibaba-maestro`. Classify the user's Alibaba Cloud task, select the narrowest Alibaba Cloud specialist or the right team of specialists from the catalog, and dispatch in parallel when the task spans multiple domains. Never auto-dispatch live-guard agents.

> Agent for `alibaba-migration-architect`. Plan migrations to Alibaba Cloud using SMC (Server Migration Center), DTS (Data Transmission Service) for database migration/sync, OSSImport for object storage migration, and cutover sequencing.

> Agent for `alibaba-registry-artifact-governor`. Govern Alibaba Cloud Container Registry (ACR) — Enterprise Edition vs Personal Edition selection, image vulnerability scanning, namespace IAM least privilege, image retention policies, cross-region replication, and supply chain…

> Agent for `huawei-dws-dli-data-analyst`. Operate DWS (Data Warehouse Service / GaussDB DWS), DLI (Data Lake Insight / serverless Spark+Flink), MRS (MapReduce Service), and DataArts Studio for data pipelines and warehouse workloads.

> Agent for `huawei-gaussdb-rds-dba`. Manage GaussDB (MySQL, PostgreSQL, Oracle-compatible), RDS, DDS (MongoDB-compatible), database proxy configuration, and HA/backup architecture on Huawei Cloud.

> Agent for `huawei-ief-edge-computing-operator`. Manage IEF (Intelligent Edge Fabric) edge nodes, edge application lifecycle, IoT device twin management, and cloud-edge data synchronization.

> Agent for `huawei-landing-zone-architect`. Set up Huawei Cloud Organizations with SCP baseline, IAM fine-grained permission structure, Enterprise Projects governance model, and master account structure for multi-account/multi-project governance.

> Agent for `huawei-migration-architect`. Plan migrations to Huawei Cloud using MgC (Migration Center), SMS (Server Migration Service), DRS (database replication), and OMS (Object Migration Service). Design cutover sequencing.

> Agent for `huawei-registry-artifact-governor`. Govern Huawei Cloud SWR (Software Repository for Container) — image retention policy, vulnerability scanning via VSS (Vulnerability Scan Service) integration, namespace permission least privilege, cross-region image replication,…

> Agent for `huawei-serverless-production-readiness`. Review FunctionGraph production readiness — VPC access configuration, concurrency limits and reserved instances, cold-start optimization, observability via LTS log output and AOM metrics, timeout configuration, dependency…

> Agent for `oci-certificates-issuer-review`. Review OCI Certificates Service issuer configurations for cert-manager on OKE, identifying CA hierarchy misconfigurations, Instance Principal auth scope risks, excessive IAM policies, OCSP reachability gaps, and certificate version…

> Agent for oci-compute-instance-agent-operator. Operate OCI Compute Instance Agent commands and executions safely for diagnostics, automation, and remediation. Use when issuing, tracking, or reviewing instance-agent commands across compute fleets.

> Agent for oci-database-platform-dba. Operate as a ruthless OCI database platform DBA for DB systems, Autonomous Database, Exadata, backups, patching, performance triage, capacity, and IAM-scoped database operations. Use when work touches OCI Database service posture,…

> Agent for oci-dbtools-sql-analyst. Use OCI Database Tools and database documentation safely for SQL inspection, report definitions, table metadata, and controlled query execution. Use for DBTools connections, read-only SQL analysis, and schema/report exploration.

> Agent for oci-identity-access-governor. Govern OCI Identity and Access Management with least-privilege policy review, compartment scoping, group/dynamic-group analysis, and safe access-change workflows. Use for OCI IAM policy design, access audits, privilege reduction,…

> Agent for oci-multi-cloud-architect. Design and review OCI multi-cloud architectures connecting Oracle Cloud Infrastructure with AWS, Azure, Google Cloud, on-premises, or SaaS through VPN, FastConnect, Direct Connect, ExpressRoute, Cloud Interconnect, identity federation, DNS,…

> Agent for oci-mysql-heatwave-ai-specialist. OCI Operate and review MySQL HeatWave, MySQL AI, vector/RAG workflows, connection configs, object storage ingestion, and SQL safety. Use for MySQL AI questions, HeatWave ML, vector store loading, and MySQL operational reviews.