devops-ops

Manage Amazon RDS for fully managed relational databases. Provision MySQL, PostgreSQL, and Aurora instances with automated backups and patching. Configure read replicas for scaling, snapshots for recovery, and Aurora Serverless for variable workloads.

Apply the Google Cloud Well-Architected Framework's Cost Optimization pillar to evaluate workloads and recommend FinOps practices — billing exports, budgets, rightsizing via Active Assist, Spot VMs, Committed Use Discounts, storage lifecycle policies, and serverless adoption.…

Manage Railway deployments using the CLI. Use when a user asks to deploy to Railway, check deployment status, manage Railway services, set environment variables on Railway, view Railway logs, link a Railway project, add a database on Railway, scale Railway services, manage…

Deploy and manage WireGuard VPN tunnels. Use when a user asks to set up a WireGuard server, create peer configurations, build mesh networks, configure split tunneling, set up site-to-site links, automate peer provisioning, integrate with DNS (Pi-hole/AdGuard), manage keys,…

Deploy and configure 3proxy — a lightweight universal proxy server. Use when a user asks to set up HTTP, HTTPS, SOCKS4, SOCKS5, or transparent proxies, build proxy chains, configure authentication, set bandwidth limits, manage access control lists, set up proxy rotation, create…

Configuration management and automation with Ansible. Use when the user needs to write playbooks, manage inventory, create roles, use Ansible Vault for secrets, or orchestrate multi-server deployments across environments.

Build with Amazon DynamoDB for fast, scalable NoSQL storage. Design tables with partition and sort keys, create GSI and LSI for flexible queries, enable streams for change data capture, and apply single-table design patterns for efficient data modeling.

Work with Amazon SQS for reliable message queuing. Create standard and FIFO queues, configure dead-letter queues for failed messages, send and receive messages in batches, and build decoupled event-driven architectures.

Provision and manage AlloyDB for PostgreSQL clusters and instances on Google Cloud — a managed, PostgreSQL-compatible database with disaggregated compute/storage, columnar engine, and AlloyDB AI for vector search and natural-language queries. Use for HA clusters, read pools, IAM…

Provision and operate production-ready Google Kubernetes Engine (GKE) clusters using Autopilot as the golden path. Covers Autopilot vs Standard, private clusters, Workload Identity, autoscaling, GPU/TPU node pools for AI inference, cost optimization with Spot VMs, and…

Apply the Google Cloud Well-Architected Framework's Security pillar — security by design, zero trust with IAP and BeyondCorp, shift-left scanning in CI/CD, Binary Authorization, VPC Service Controls, Cloud Armor, Sensitive Data Protection, and Security Command Center. Use for…

You are an expert in Make.com (formerly Integromat), the visual automation platform for connecting apps and building workflows without code. You help teams build scenarios using drag-and-drop modules, routers for conditional logic, iterators for array processing, and aggregators…

Builds and manages Jenkins CI/CD pipelines. Use when the user wants to write Jenkinsfiles, configure declarative or scripted pipelines, set up multibranch pipelines, manage Jenkins agents and nodes, configure shared libraries, integrate with Docker/Kubernetes/cloud providers,…

You are an expert in Deno Deploy, the globally distributed serverless platform by Deno. You help developers deploy TypeScript/JavaScript applications to 35+ edge locations with zero cold starts, built-in KV storage, BroadcastChannel for real-time, cron scheduling, and npm…

> Agent for oci-storage-backup-steward. Operate as a ruthless OCI storage and backup steward for Object Storage, Block Volume, File Storage, backup policies, retention, replication, lifecycle rules, restore readiness, and IAM-scoped storage operations. Use when work touches OCI…

Triage Huawei Cloud operational alerts, incidents, and support tickets — P0/P1/P2/P3 classification, Huawei Cloud Premium Support SLA enforcement, Account Manager escalation, AOM alert routing, war room coordination, evidence collection from CES and LTS, and safe escalation…

> Agent for `cilium-network-policy-review`. Review CiliumNetworkPolicy, CiliumClusterwideNetworkPolicy, NetworkPolicy, ClusterMesh cross-cluster policy semantics, and egress gateway configuration for default-deny posture, L7 enforcement prerequisites, and exfiltration risk.

> Agent for `sigstore-cosign-supply-chain-review`. Review Cosign image signing, Kyverno imageVerify identity constraints, SBOM and SLSA provenance attestations, Rekor transparency log posture, and keyless vs key-based signing for Kubernetes supply chain integrity.

Use this skill when guarding Velero backup schedule changes, restore operations, BackupStorageLocation mutations, or volume snapshot configuration. Trigger on any request to run a velero restore, delete a Schedule, change a BSL default, or modify backup retention.

> Agent for gcp-event-driven-architecture-review. 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.

Design and build AI-powered applications on AlloyDB for PostgreSQL using AlloyDB AI — covering vector search, hybrid search (vector + full-text), AI SQL functions (ai_generate, ai_classify, ai_score, ai_embed), model endpoint management, and the AlloyDB Omni edge runtime. Prefer…

> Agent for `alibaba-solution-architect`. Design Alibaba Cloud architectures with product selection (PolarDB vs RDS, ACK vs ASK vs SAE, MaxCompute vs AnalyticDB), landing zone design, high availability patterns, and migration planning.

> Agent for oci-limits-capacity-planner. Review OCI service limits, quotas, capacity availability, regional subscriptions, and growth risk. Use before deployments, migrations, DR expansion, shape changes, OKE scaling, database scaling, or quota increase requests.

> Agent for oci-support-incident-coordinator. Coordinate OCI support incidents with evidence quality, severity discipline, resource scope, timelines, and escalation readiness. Use for support tickets, incident evidence packs, Oracle SR preparation, and post-incident follow-up.

Operate AnalyticDB for MySQL and PostgreSQL, Hologres real-time OLAP analytics, and DAS real-time diagnostics for sub-second interactive analytics workloads.