Set up Huawei Cloud Organizations with SCP baseline, IAM fine-grained permission structure, Enterprise Projects governance model, and master account structure for…
Coordinate Alibaba Cloud support incidents — case creation with correct severity (紧急/高/中/低), Enterprise Support SLA enforcement, account manager escalation path, status page…
Manage Huawei ModelArts training jobs (GPU and Ascend NPU cost governance), Pangu foundation model deployment, AI Gallery model management, and MLOps pipeline automation for AI/ML…
Emit pod CPU and memory request/limit recommendations from user-pasted p50, p95, and p99 utilization metrics over a 7-14 day window.
Advise on Google Cloud authentication and authorization patterns — covering Application Default Credentials (ADC), service account best practices, Workload Identity Federation…
Audit Alibaba Cloud RAM users, groups, roles, and policies; review STS token lifecycle and scope; assess Resource Directory permission boundaries; review Control Policy statements…
Triage Alibaba Cloud operational alerts, incidents, and support tickets — P0/P1/P2/P3 classification, Alibaba Cloud Support SLA enforcement, account manager escalation, DingTalk…
Manage OSS lifecycle policies, bucket policy and ACL governance, NAS/CPFS shared file storage, cross-region replication, and access control hardening for Alibaba Cloud object and…
Review Cloud Run and Cloud Functions gen2 for production readiness — min-instances cold start, memory and CPU allocation, VPC connector configuration, Secret Manager injection,…
Produce OpenCost-compatible namespace, pod, and workload cost allocation tables from user-supplied cluster shape data and public cloud pricing.
Investigate Amazon RDS and Aurora-specific incidents involving latency, connection exhaustion, slow queries, lock waits, storage pressure, CPU/I/O saturation, replica lag,…
Evaluate GCP workload cost efficiency against the Google Cloud Well-Architected Framework cost optimization pillar — covering FinOps culture, cloud spending alignment with…
Traffic engineering for GCP load balancers — Global HTTPS LB, Regional HTTPS LB, TCP/SSL Proxy LB, Network LB (passthrough), Internal TCP/UDP LB — type selection, health check…
Design Huawei Cloud network architecture — VPC, ELB type selection (dedicated/shared), VPN and DC Gateway (Direct Connect), Cloud Connect for inter-VPC, CFW (Cloud Firewall),…
OCI Operate and review MySQL HeatWave, MySQL AI, vector/RAG workflows, connection configs, object storage ingestion, and SQL safety.
Use OCI Database Tools and database documentation safely for SQL inspection, report definitions, table metadata, and controlled query execution.
Manage Huawei GaussDB (MySQL, PostgreSQL, Oracle-compatible), RDS instances, DDS (Document Database Service, MongoDB-compatible), database proxy connection pooling, and HA/backup…
Build, integrate, and debug Gemini API applications on Google Cloud Agent Platform (formerly Vertex AI) using the unified google-genai SDK.
Plan Hetzner Cloud capacity across resource limits (servers, Volumes, Networks, Load Balancers, Floating IPs per project), region distribution across fsn1, nbg1, and hel1, quota…
Gate GKE deployment mutations, node pool upgrades, and cluster control-plane version changes against rollback posture and PDB audit before any production change.
Operate OCI Recovery Service protected databases, protection policies, recovery service subnets, backup health, redo status, and recovery metrics.
Review Function Compute 3.0 (FC3), SAE (Serverless App Engine), and EDAS for production readiness — cold start optimization, VPC binding, RAM role injection, ARMS distributed…
Gate OSS bucket ACL and policy mutations — public-read/write ACL exposes data to internet crawlers within seconds; CN-* cross-border replication requires DSL Article 31 assessment.
Build OCI resource inventories and dependency maps using Resource Search, compartments, tags, and cross-service discovery.
Govern GCP Artifact Registry — container image signing via Binary Authorization, vulnerability scanning via Container Analysis, repository IAM least privilege, artifact retention…
Gate OCI budget mutations and GPU/HPC shape provisioning against compartment spend limits, with inventory searches, quota audits, and emergency spend-stop playbooks.
Operate ACK clusters (managed/dedicated/serverless), ACR container registries, ASM service mesh, and container workload placement.
Pre-change blast radius analysis for Huawei Cloud — Organizations SCP cascade scope, IAM agency dependency chain, VPC route table and VPC Peering impact, GaussDB instance class…
Alibaba Cloud Maestro routing skill. Classify the user's Alibaba Cloud task, select the narrowest specialist agent or the right team of specialists from the catalog, and dispatch…
Review AWS cost anomalies using Cost Explorer, Cost Anomaly Detection, Budgets, usage spikes, commitments, and tagging gaps.
Fetch live public prices and build cost estimates for AWS, Azure, and OCI using each cloud's public pricing API.
Review OCI workload reliability posture across Availability Domain and Fault Domain redundancy, load balancing, database HA, backup and replication, DR orchestration, and recovery…
Detect and coordinate response to Alibaba Cloud cost anomalies — MaxCompute CU vs on-demand billing mismatch, ECS spot instance interruption cascades, CDN traffic spike billing,…
Review Azure workload cost posture against the Well-Architected Framework Cost Optimization pillar: cost modeling, rightsizing, reservations, hybrid benefit, storage lifecycle,…
OCI Design and operate Exadata Database Service across OCI Dedicated Infrastructure, Exadata Cloud@Customer, Oracle Database@Azure, Oracle Database@Google Cloud, and Oracle…
Design and operate Anthos / GKE Enterprise fleet management, Config Management (GitOps with Policy Controller), multi-cloud Kubernetes across GCP, AWS, and Azure.
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…
Deploy and operate Function Compute 3.0, SAE (Serverless App Engine) applications, and EDAS microservice apps. Guide the serverless vs. PaaS vs.
Review Hetzner Cloud cost posture across server type selection, idle Volumes, unattached Floating IPs and Primary IPs, underutilized Load Balancers, Storage Box consumption, and…
Use this skill when the user provides raw Kubernetes YAML manifests or asks to review K8s manifests for quality, security, or policy compliance — covering Deployment, StatefulSet,…
Use this skill when reviewing Argo Rollouts progressive delivery configuration. Trigger when the user asks about canary or blue-green Rollout strategy correctness,…
Use this skill when reviewing a test suite for assertion quality rather than coverage percentage — detecting coverage theater, where line/branch coverage is high but the tests…
Use this skill when an operator is about to promote an NVIDIA NIM container from staging to production and needs a runtime-evidence go/no-go decision.
Use this skill when reviewing Azure Key Vault certificate issuer configurations for cert-manager on AKS.
Use this skill for Microsoft Entra ID specialist work, especially Conditional Access, authentication methods, MFA and SSPR registration, identity protection, workload identities,…
Use this skill for Azure resilience, business continuity, and disaster recovery reviews covering RTO/RPO realism, failover and failback assumptions, shared-responsibility gaps,…
Use this skill for Azure Cosmos DB platform operations and design review, especially accounts, databases, containers, partition-key design, throughput and RU posture, consistency…
Use this skill when reviewing agentic-AI platforms built on the NVIDIA stack — NeMo Agent Toolkit, NIM-as-tool patterns, retrieval-augmented generation pipelines, tool-call…
Use this skill when reviewing how a CI pipeline runs tests — gating, sharding, parallelism, fail-fast behavior, artifact retention, and flaky-test quarantine wiring.
Use this skill for OpenTelemetry Operator review covering OpenTelemetryCollector deployment modes (Deployment, StatefulSet, DaemonSet, Sidecar), Instrumentation CR…
Use this skill when reviewing advertising pixels and event-tracking for personal-data leakage to third-party ad networks.
Use this skill for Azure Policy guardrails, initiatives, assignment scope, management-group inheritance, exclusions, remediation risk, tag governance, allowed regions or SKUs, and…
Use this skill when a user provides a Helm chart or asks to review Helm chart quality, security, or testability — including Chart.yaml, values.yaml, templates/, tests/, or…
Use this skill when reviewing marketing conversion flow specifications — subscription sign-up, upsell interstitial, free-trial enrollment, and cancellation path — for dark-pattern…
Use this skill when reviewing ad-platform audience targeting configurations and declared AI feature usage for protected-class discrimination risk.
Use this skill when reviewing Backstage Scaffolder software templates. Trigger when the user asks whether a template is safe for developer self-service, whether template RBAC…
Use this skill when reviewing exported RPA workflow definitions for resilience and security defects that cause unattended bots to fail silently in production.
Use this skill to classify a user task, select the right Azure specialist agent or team of specialists from the catalog, and dispatch them.
Use this skill when reviewing External Secrets Operator (ESO) configuration, including SecretStore, ClusterSecretStore, ExternalSecret, and PushSecret resources.
Use this skill when reviewing day-2 operations of NVIDIA GPU fleets — DCGM exporter and DCGM-Diag posture, GPU telemetry into Prometheus/Grafana, MIG partitioning lifecycle, GPU…