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Master cloud platforms (AWS, GCP, Azure), containerization (Docker), orchestration (Kubernetes), infrastructure as code, CI/CD pipelines, and DevOps practices for deploying and managing scalable applications.
Archive immutable audit trails for accountability.
Expert guidance on Oracle Cloud Infrastructure services, cloud architecture patterns, cost optimization, deployment strategies, and OCI best practices for enterprise solutions
Implement S3 operations with rust-s3 including streaming downloads, multipart uploads, and batch operations. Use for cloud storage integration.
Guide for implementing Cloudflare R2 - S3-compatible object storage with zero egress fees. Use when implementing file storage, uploads/downloads, data migration to/from R2, configuring buckets, integrating with Workers, or working with R2 APIs and SDKs.
DevOps, MLOps, DevSecOps practices for cloud environments (GCP, Azure, AWS)
云函数工程师,负责腾讯云 SCF 无服务器函数开发。遵循最小权限、幂等、重试+死信、可观测性工程基线。处理 COS 直传签名、回调处理、媒体转码、Webhook 转发、批处理任务。适用于收到 SCF 部门任务卡(如 CMS-S-001)或修复类任务卡时使用。
Expert guidance on Oracle Cloud Infrastructure services, cloud architecture patterns, cost optimization, deployment strategies, and OCI best practices for enterprise solutions
Build, test, and debug AWS-native systems locally with LocalStack (Community/Pro) using awslocal, IaC toolchains, event-driven pipelines, and observability; includes setup, deployment, management, monitoring, and sharp-edge guidance.
Analyze Azure resource groups and generate detailed Mermaid architecture diagrams showing the relationships between individual resources. Use this skill when the user asks for a diagram of their Azure resources or help in understanding how the resources relate to each other.
管理本地 Cloud NMS 服务器的完整部署流程，包括卸载、上传、全新安装和保留数据升级。当用户需要重新安装 Cloud NMS、部署新版本、或在开发环境中重置 NMS 服务时使用。
Infrastructure as Code for AI workloads using Terraform across AWS, Azure, GCP, and OCI
Docker コンテナを管理する。「コンテナ一覧」「docker ps」「コンテナ確認」「コンテナ止めて」「コンテナ起動」「コンテナ再起動」「コンテナに入って」「コンテナの状態」「実行中のコンテナ」「コンテナのリソース」「docker stats」「docker inspect」などで起動。
Use this skill when users report Kubernetes cluster issues, pod failures, or need incident response. Comprehensive troubleshooting for diagnosing cluster, workload, networking, storage, and Helm issues. Invoke for: pods not starting (Pending, CrashLoopBackOff, ImagePull), service connectivity problems, DNS resolution failures, storage/PVC issues, node health problems, CNI/Calico networking, Helm release failures, or cluster-wide performance degradation. Provides systematic diagnostic workflows, standardized investigation reports with severity-based depth (Executive Triage Cards for rapid decision-making), and incident response playbooks with phased triage (baseline → inspect → correlate → deep dive). All commands are read-only by default for production safety.
Implement zero-trust security, secrets management, and compliance. Use for Vault, ESO, Kyverno, OPA, Pod Security, RBAC, and supply chain security. Keywords: security, secrets, Vault, ESO, Kyverno, OPA, RBAC, compliance, SBOM, Cosign.
Mark a node as unschedulable to prevent new pods from being scheduled. Use when a node is experiencing issues and needs maintenance. Existing pods continue running. Keywords: cordon, node maintenance, unschedulable, node issues.
Master Docker containerization for Rust applications
Optimize Docker images and containers for size, build speed, and runtime performance
