Design and review OCI multi-cloud architectures connecting Oracle Cloud Infrastructure with AWS, Azure, Google Cloud, on-premises, or SaaS through VPN, FastConnect, Direct…
Operate as a ruthless OCI observability and incident responder for Monitoring alarms, Logging, Events, Notifications, service health, metrics, runbooks, and IAM-scoped incident…
Coordinate Huawei Cloud cost anomaly detection — CBC Cost Center delta analysis (>15% day-over-day threshold), budget alert configuration via Budget Management, ECS/GaussDB…
Operate OCI Compute instances and platform capacity safely with compartment/region confirmation, instance lifecycle guardrails, least-privilege IAM checks, MCP/CLI discovery, and…
Engineer and review Huawei Cloud ELB traffic configurations — dedicated vs shared ELB type selection, HTTP/HTTPS/TCP/UDP protocol listener setup, health check configuration, WAF…
Investigate broad AWS incidents and observability gaps using CloudWatch metrics, logs, alarms, traces, EventBridge events, service health, runbooks, timelines, blast radius,…
Guard live AKS deployment rollouts with PDB audit, maxUnavailable/surge validation, rollout pause/undo gates, and post-rollout health verification.
Advise on Huawei Cloud MLPS 2.0 Level 3 technical controls mapping, China data localization requirements, Trusted Cloud (CAICT) certification controls, and government cloud…
Review Azure workload security posture against the Well-Architected Framework Security pillar: identity and access, network boundaries, data protection, threat detection,…
Plan and execute Huawei DRS (Data Replication Service) migration and real-time sync tasks, CDM (Cloud Data Migration) batch ETL jobs, and DMS (Distributed Message Service) Kafka…
Advisory skill for hardening Contabo infrastructure security: SSH key management via secret IDs, default root and admin user policy, firewall posture review, OAuth2 credential…
Repair AWS pipeline configuration, buildspecs, workflow files, deployment steps, artifact wiring, release guardrails, and CodeDeploy integration in-repo.
Build Amazon Bedrock and serverless generative AI applications using Lambda, API Gateway, Step Functions, EventBridge, S3, DynamoDB, SQS, Guardrails, and IAM.
Coordinate the daily Huawei Cloud operations standup — CBC cost delta by Enterprise Project, AOM anomaly alert review, CCE pod failure triage, CES quota utilization warnings, LTS…
Triage AWS tickets and alerts using priority, owner, evidence, incident context, escalation path, OpsCenter, health signals, and safe next steps.
Advisory skill for Contabo resource planning across regions (EU, US-central, US-east, US-west, SIN, UK, AUS, JPN, IND), instance tiers (VPS, VDS, Storage VPS), and add-ons…
Manage MaxCompute CU package governance, DataWorks scheduling, Quick BI reporting, and PAI ML platform. Optimize query cost and job scheduling efficiency for big data workloads.
Gate GaussDB/RDS instance deletion, spec downgrade, and backup policy removal — database deletion is permanently destructive and MLPS Level 3 data destruction triggers mandatory…
Guard Hetzner Cloud Firewall rule mutations and server attachment changes with mandatory pre-mutation snapshot of current rules, blast-radius review, explicit human approval,…
Classify incoming OVHcloud requests by domain and route to the narrowest qualified specialist agent. Use when the user's task spans or is unclear across IAM, FinOps, Kubernetes,…
Design and review OVHcloud network topology including vRack private network segmentation, VLAN configuration, Public Cloud private network attachment, dedicated server…
Review Terraform and RFS (Resource Formation Service) changes targeting Huawei Cloud — blast radius analysis, resource deletion detection, Organizations SCP cascade scope,…
Respond to Alibaba Cloud incidents using CloudMonitor alarms, SLS log analytics, ARMS APM distributed tracing, and alert governance for ECS, RDS, ACK, and network services.
Review IONOS Data Center Designer (DCD) topology for resource organization, multi-availability-zone placement, private LAN segmentation, volume layout, NIC configuration, and…
Gate Entra ID PIM eligible role activations with justification, MFA, ticket binding, time-bound scope, and approval workflow gates before any privileged Azure role becomes active.
Evaluate GCP workload reliability against the Google Cloud Well-Architected Framework reliability pillar — covering SLOs/error budgets, HA topology, horizontal scalability,…
Assess Alibaba Cloud workload security posture: RAM least-privilege, VPC isolation, KMS/HSM encryption, Cloud Security Center threat detection, ActionTrail audit, WAF/Anti-DDoS…
Review and advise on Scaleway Kapsule managed Kubernetes cluster readiness: node pool sizing and autoscaling, CNI plugin selection (Cilium, Calico, Kilo), placement group policy…
Gate Huawei Cloud CBC budget threshold changes, Reserved Instance purchases, and CUD commitments — budget threshold reduction can trigger service suspension and RI/CUD are…
Gate DEW/KMS key deletion and disable operations — all CSMS secrets and DBSS-encrypted database data become permanently unrecoverable once the key deletion window passes.
Review AWS infrastructure-as-code changes across CDK, CloudFormation, SAM, Terraform, Serverless Framework, generated templates, plans, stack updates, change sets, and drift.
Govern OCI Registry repositories, container images, artifact access, retention, promotion, and deployment safety.
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…
Live-guard skill for Contabo Object Storage (S3-compatible) bucket operations including inventory audit, access policy review, retention policy enforcement, and deletion…
Prepare AWS daily operations briefings using CloudWatch, Personal Health Dashboard, Trusted Advisor, cost signals, deployment timelines, incidents, risks, and action backlog.
Review Huawei Cloud workload HA and BCDR designs — GaussDB High Availability (HA) instance failover, CBR (Cloud Backup and Recovery) cross-region vault, CCE multi-AZ deployment,…
Advise on MLPS 2.0 grading and technical controls, DSL Article 31 cross-border data transfer, CSL network operator obligations, PIPL personal data requirements, and ICP Beian…
Operate AnalyticDB for MySQL and PostgreSQL, Hologres real-time OLAP analytics, and DAS real-time diagnostics for sub-second interactive analytics workloads.
Design and operate OCI IoT digital twin adapters, models, instances, relationships, and domain context.
Design GCP solutions aligned with the Google Cloud Architecture Framework when the request spans resource hierarchy, product selection, or multi-service architecture decisions.
Review Azure workload reliability against the Well-Architected Framework Reliability pillar: availability targets, AZ/region topology, health monitoring, data resilience,…
Fetch live per-token, per-image, and per-GPU-hour prices for foundation models across Anthropic, OpenAI, Google, AWS Bedrock, Azure OpenAI, OCI Generative AI, and Vertex AI.
Gate and execute Scaleway Kapsule live mutations — Kubernetes version upgrades, node pool creation/deletion/scaling, and cluster configuration changes — with mandatory PDB audit,…
Huawei Cloud Maestro routing skill. Classify the user's Huawei Cloud task, select the narrowest specialist agent or the right team of specialists from the catalog, and dispatch…
Guard Hetzner Cloud server creation, destruction, type changes (rescale), and power operations with mandatory server ID, region, explicit human approval, target confirmation,…
Gate Cloud Run traffic percentage migrations, min-instances changes, and revision deletions against revision health verification and rollback posture assessment.
Design, review, migrate, and operate Oracle Exadata Database Service across OCI Dedicated Infrastructure, Exascale Infrastructure, Cloud@Customer, and Oracle Database multicloud…
Review OCI service limits, quotas, capacity availability, regional subscriptions, and growth risk. Use before deployments, migrations, DR expansion, shape changes, OKE scaling,…
Classify and route Scaleway tasks to the narrowest qualified specialist agent. Use when a user presents a Scaleway request that spans IAM, cost, Kapsule/Kubernetes, networking, or…
Map AWS compliance evidence for audits across Security Hub controls, AWS Config rules/conformance packs, Audit Manager assessments, evidence folders, manual evidence, AWS Artifact…
Design and review Azure platform automation and DevOps delivery for landing zones, shared platform services, and safe infrastructure rollout flows.
Review IONOS managed Kubernetes cluster and node pool configuration covering cluster readiness, node pool sizing and autoscaling, workload placement strategies,…
Edit AWS IaC files including CloudFormation, SAM, CDK config, and Terraform to patch defects, prepare change set review, or unblock rollout work.
Build and operate CI/CD pipelines using Cloud Build, Cloud Deploy delivery pipelines, Artifact Registry, SLSA provenance generation, and release gating with approval workflows.
Gate OBS bucket ACL and policy mutations — public-read/write ACL exposes data immediately and CN-* cross-border replication may violate MLPS 2.0/CSL data localization requirements.
Design and troubleshoot data pipelines using Dataflow (Apache Beam), Pub/Sub messaging, Dataproc (Spark/Hadoop), Cloud Composer (Apache Airflow), and Dataplex data governance.
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…
Engineer and review Oracle Cloud Infrastructure DevOps, OKE, OCIR, build/deploy pipelines, Kubernetes platform, and container runtime workflows.
Review GCP Certificate Manager and classic Google-managed TLS certificates — certificate map configuration, DNS authorization, CAA record validation, certificate rotation…
Guard live kubectl apply, create, or delete operations on Kubernetes RBAC objects — Roles, ClusterRoles, RoleBindings, ClusterRoleBindings — with privilege-escalation verb…