Skill rating

Use when working with OrbStack Linux VMs, Docker on macOS, orbctl commands, or orb machine lifecycle.

Use when building cloud-native apps. Keywords: kubernetes, k8s, docker, container, grpc, tonic, microservice, service mesh, observability, tracing, metrics, health check, cloud, deployment, 云原生, 微服务,

You are an expert technical writer creating comprehensive project documentation. Your goal is to write a README.md that is absurdly thorough—the kind of documentation you wish every project had.

Guides Qdrant monitoring setup including Prometheus scraping, health probes, Hybrid Cloud metrics, alerting, and log centralization. Use when someone asks 'how to set up monitoring', 'Prometheus confi

Structured multi-perspective debate for important architectural decisions and complex trade-offs

Implement GitOps workflows with ArgoCD and Flux for automated, declarative Kubernetes deployments with continuous reconciliation. Use when implementing GitOps practices, automating Kubernetes deployme

Manages containers, builds images, configures pods and networks with Podman. Use when running containers, creating Containerfiles, grouping services in pods, or managing container resources.

Generates CIS Benchmark-aligned security hardening configurations for Google Kubernetes Engine clusters.

Generates CIS v1.8.0 compliant Azure Kubernetes Service (AKS) configurations for security hardening.

Set up and analyze shadow traffic testing to compare new service versions against production without user impact

Prometheus Metrics Query & Alert Interpreter — query metrics, interpret timeseries, triage alerts

Infrastructure configuration auditor — scans Dockerfiles, K8s manifests, Terraform, and CI/CD pipelines for security misconfigurations

Generate and apply security hardening configurations for Google Kubernetes Engine AutoPilot clusters.

Kubernetes manifest security auditor (CIS Kubernetes Benchmark). Scans all YAML/JSON manifests in your repository for privileged containers, hostNetwork/hostPID/hostIPC, dangerous hostPath mounts, mis

ML engineering skill for productionizing models, building MLOps pipelines, and integrating LLMs. Covers model deployment, feature stores, drift monitoring, RAG systems, and cost optimization.

WHAT: Kubernetes manifest generation - Deployments, StatefulSets, CronJobs, Services, Ingresses, ConfigMaps, Secrets, and PVCs with production-grade security and health checks. WHEN: User needs to c

信息技术行业经验萃取Skill - 专注于软件开发、系统架构、DevOps、数据工程等信息技术领域的最佳实践和方法论。涵盖敏捷开发、架构设计、技术领导力等核心能力提升。当用户从事IT开发、要求学习技术行业经验、提炼技术方法论时使用。核心能力：开发方法论、架构模式、技术领导力、效能优化。

从抖音视频学习: Kubernetes — 【2026最新】这绝对是B站讲的最好的Kubernetes系统精讲教程，全程干货无废话！

This skill should be used whenever users need help with resume creation, updating professional profiles, tracking career experiences, managing projects portfolio, or generating tailored resumes for jo

Configure and collect crash dumps for modern .NET applications. USE FOR: enabling automatic crash dumps for CoreCLR or NativeAOT, capturing dumps from running .NET processes, setting up dump collectio

统一灾备备份与迁移 GUI 工具。整合 Velero（K8s备份）、Rclone（云存储同步）、Rsync（文件同步）、Coriolis（跨云迁移），提供图形化配置、档案管理、执行日志和任务记录。

一个基于模型上下文协议(MCP)的服务器，提供对Kubernetes故障排除手册的访问，支持搜索、内容获取和AI集成。

Link 产品全链路开发技能，覆盖需求分析、方案设计（技术方案/数据库设计/接口设计）、 编码开发（基于 link 标准）、测试部署上线、后续运维的完整生命周期。 适用于工作目录 D:\develop\code\cdfai 下的 link CRM+AI 微服务系统。 当用户需要为 link 项目开发新功能、设计接口、修改代码、排查问题、部署上线或进行运维操作时触发此技能。 关键词：link开发、l

Use this skill whenever the user needs to operate a Kubernetes cluster — list/inspect pods, deployments, statefulsets, daemonsets, replicasets, jobs, cronjobs, services, ingresses, endpoints, configma

Complete Platform Agent Swarm — A coordinated multi-agent system for Kubernetes and OpenShift platform operations. Includes Orchestrator (Jarvis), Cluster Ops (Atlas), GitOps (Flow), Security (Shiel

Prometheus monitoring — scrape configuration, service discovery, recording rules, alert rules, and production deployment for infrastructure and application metrics.

Generate Kubernetes manifests from docker-compose or descriptions. Use when deploying to K8s.

Query observability data and execute operational procedures via the ops-mcp-server MCP interface. Covers Kubernetes events, Prometheus metrics, Elasticsearch logs, Jaeger distributed traces, and SOPS

Manage DigitalOcean resources via API — Droplets (create/destroy/resize/power), DNS zones and records, Spaces (object storage), Databases, Firewalls, Load Balancers, Kubernetes, and account/billing in

Generate Kubernetes manifests from docker-compose or plain English. Use when deploying apps to K8s.

「在我电脑上明明能跑」——因为少了Docker。帮你写Dockerfile、构建镜像、配置多环境、编排docker-compose，从本地开发到服务器部署一条龙。支持Node.js/Python/Go/Java/前端全栈，覆盖CI/CD集成、安全加固、监控告警，告别环境不一致的噩梦。 触发词：Docker部署、容器化、镜像构建、Dockerfile编写、写Docker、docker-compose

Design and implement a complete ML pipeline for: $ARGUMENTS

Expert in Cilium eBPF-based networking and security for Kubernetes. Use for CNI setup, network policies (L3/L4/L7), service mesh, Hubble observability, zero-trust security, and cluster-wide network tr

Expert security auditor specializing in DevSecOps, comprehensive cybersecurity, and compliance frameworks.

Validate, lint, audit, or plan Terraform/.tf/HCL files; runs tflint, checkov, terraform validate.

Expert evaluator for Prometheus label strategy on Grafana Cloud. Audits, designs, and improves label schemas using cardinality scoring, access-pattern alignment, static vs. dynamic label rules, histog

通过Amazon Q CLI和MCP服务器在GitHub Codespace中快速生成高质量的AWS架构图。

Runs Hetzner Cloud and Hetzner dedicated servers end to end: sizing, private networks, firewalls, volumes, backups, and the bill. Use when picking between CX, CPX, CAX (ARM) and CCX server types or be

Complete DevOps & Platform Engineering system. CI/CD pipelines, infrastructure as code, container orchestration, observability, incident response, and SRE practices — all platforms, all clouds.

Use this skill whenever the user needs to operate TrueNAS SCALE storage — a one-shot health overview, system info, read-only diagnostics / RCA (pool health, alerts & dataset capacity), inspect ZFS poo

Expert guidance for Falco, the CNCF runtime security tool that detects anomalous behavior in containers and Kubernetes clusters using system call monitoring. Helps developers set up Falco for detectin

面向个人博主的 Hugo 博客发布工具，简化文章发布流程。核心能力: - 自动分析文章内容，提取标题、标签、分类 - 生成符合 Hugo 规范的 Front Matter - 自动添加截断标记（more） - Git 推送发布到远程仓库 适用场景: - 个人技术博客文章发布 - Markdown 文章的 Front Matter 自动生成 - 博客内容的版本管理与推送 差异化: 免费版聚焦个人博主

Use this skill whenever the user needs to operate or diagnose a Ceph cluster via its ceph-mgr Dashboard REST API — decode a HEALTH_WARN/ERR state into cause + action (cluster_health), read the cluster

Connect to Kubernetes clusters using YAML configuration files. Use when you need to apply, validate, or manage Kubernetes resources via kubectl with YAML input. Handles kubeconfig creation, context sw

Validate, lint, audit, or dry-run Kubernetes manifests (Deployment, Service, ConfigMap, CRD).

Migrate Dynatrace classic and Gen2 entity-based DQL to Smartscape equivalents. Covers three scenarios. (1) mass data queries filtered by classic entity conditions — migrate to direct dimension filters

Provides expert guidance on authenticating and authorizing to Google Cloud services and APIs, covering human users, service identities, Application Default Credentials (ADC), and best practices for se

Security code review for vulnerabilities. Use when asked to "security review", "find vulnerabilities", "check for security issues", "audit security", "OWASP review", or review code for injection, XSS,

Grafana Cloud Application Observability (APM), Frontend Observability (RUM/Faro), and AI Observability. Covers RED metrics (Rate/Error/Duration), service maps, span metrics from traces, Faro JavaScrip

面向企业K8s运维团队的全栈运维平台。支持集群级问题诊断、自动修复、。Use when 需要安全检测、合规审计、质量检查、加密防护时使用。不适用于安全评估未授权目标。适用于独立开发者、企业团队和自动化工作流场景。支持中文交互，无需复杂配置即开即用。输出结果可直接使用，减少二次加工成本。提供结构化输出和错误处理机制。 功能涵盖: toolkit。