Skill rating

Use when setting up CI/CD pipelines, containerizing applications, deploying to Kubernetes, or writing infrastructure as code. DevOps & Deployment covers GitHub Actions, Docker, Helm, and Terraform pat

Deploys and operates containerized workloads on ECS, Fargate, and ECR. Covers task definitions, Fargate services, ECR repository setup and lifecycle policies, ECS Exec debugging, service scaling, depl

Debug and troubleshoot Flux CD on live Kubernetes clusters (not local repo files) via the Flux MCP server — inspects Flux resource status, reads controller logs, traces dependency chains, and performs

Plan, create, and configure production-ready Azure Kubernetes Service (AKS) clusters. Covers Day-0 checklist, SKU selection (Automatic vs Standard), networking options (private API server, Azure CNI O

Build robust backend systems with modern technologies (Node.js, Python, Go, Rust), frameworks (NestJS, FastAPI, Django), databases (PostgreSQL, MongoDB, Redis), APIs (REST, GraphQL, gRPC), authenticat

Design, organize, and manage Helm charts for templating and packaging Kubernetes applications with reusable configurations. Use when creating Helm charts, packaging Kubernetes applications, or impleme

Build GitLab CI/CD pipelines with multi-stage workflows, caching, and distributed runners for scalable automation. Use when implementing GitLab CI/CD, optimizing pipeline performance, or setting up au

Use when the user asks to "write a validator", "add validation", "implement admission control", "write a mutating webhook", "add a mutation handler", "validate incoming resources", "implement admissio

Install, configure, and manage Grafana Alloy collector fleets using Fleet Management and remote configuration pipelines. Use when the user asks to configure Alloy, manage collector pipelines, deploy r

Create UML diagrams using PlantUML syntax. Best for software modeling — Class, Sequence, Activity, State Machine, Component, Use Case, and Deployment diagrams with concise text-based notation and auto

Plan, create, and configure production-ready Azure Kubernetes Service (AKS) clusters. Covers Day-0 checklist, SKU selection (Automatic vs Standard), networking options (private API server, Azure CNI O

Design secure, multi-tenant LLM hosting platforms with tenant isolation, quotas, billing attribution, noisy-neighbor protection, and per-tenant policy controls.

Build internal developer platforms (IDPs) with self-service infrastructure, golden paths, and developer portals using Backstage, Crossplane, and score.

Use eBPF for deep kernel-level observability — trace syscalls, network flows, and application behavior without code changes using Cilium, Tetragon, and bpftrace.

Secure secrets in Google Cloud Secret Manager. Configure IAM policies, integrate with GKE, and manage secret versions. Use when managing secrets in GCP environments.

Manage SSL/TLS certificates with Let's Encrypt and internal PKI. Configure secure HTTPS, certificate renewal, and cipher suites. Use when implementing secure communications.

Manage secrets and certificates in Azure Key Vault. Configure access policies, integrate with Azure services, and implement secure secret management. Use when managing secrets in Azure environments.

Implement policy as code with OPA, Sentinel, and Kyverno. Automate policy enforcement in CI/CD and infrastructure. Use when enforcing compliance through automation.

Kubernetes workload patterns, resource management, RBAC, probes, autoscaling, ConfigMap/Secret handling, and kubectl debugging for production-grade deployments. Use when writing or reviewing Kubernete

Create production-ready GitHub Actions workflows for automated testing, building, and deploying applications. Use when setting up CI/CD with GitHub Actions, automating development workflows, or creati

Implement Linkerd service mesh patterns for lightweight, security-focused service mesh deployments. Use when setting up Linkerd, configuring traffic policies, or implementing zero-trust networking wit

Build GitLab CI/CD pipelines with multi-stage workflows, caching, and distributed runners for scalable automation. Use when implementing GitLab CI/CD, optimizing pipeline performance, or setting up au

Internal downstream skill for ctf-sandbox-orchestrator. CTF-sandbox workflow for Kubernetes API analysis, service-account trust, RBAC edges, admission and controller behavior, cluster secrets, workloa

Configures alerting policies in Terraform for Google Kubernetes Engine (GKE) clusters, workloads, and services using PromQL and Google Cloud Managed Service for Prometheus. Use when writing, analyzing

Effective patterns for on-call shift transitions, ensuring continuity, context transfer, and reliable incident response across shifts.

Install, configure, and verify vLLM Semantic Router on a Docker host (CPU, AMD, or NVIDIA GPU) or a Kubernetes cluster, then operate it through its CLI and Router API. Use for a first install, an upgr

Install, configure, and verify vLLM Semantic Router on a Docker host (CPU, AMD, or NVIDIA GPU) or a Kubernetes cluster, then operate it through its CLI and Router API. Use for a first install, an upgr

Plan, create, and configure production-ready Azure Kubernetes Service (AKS) clusters. Covers Day-0 checklist, SKU selection (Automatic vs Standard), networking options (private API server, Azure CNI O

Summarizes scoped Run:ai workload health or one workload. Not for root cause, quota, cluster health, fleet utilization, history, or mutations.

Tailors one resume to one specific job posting. Builds a must-have/nice-to-have requirement table, an evidence map, gap questions instead of invention, a tailored copy (headline, summary, bullet order

Auto-detect, install, update and verify all CodeBuddy configurations (MCP, Skill, Plugin, Model, CLI)

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。

Use this skill whenever the user needs to manage vSphere Kubernetes Service (VKS) — Supervisor clusters, vSphere Namespaces, and TKC cluster lifecycle. Directly handles: check VKS compatibility, creat

Use this skill whenever the user needs to manage VMware NSX security (rebranded VMware vDefend in VCF 9) — distributed firewall (DFW) policies, security groups, microsegmentation, and IDS/IPS. Directl

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

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。

Expert infrastructure security engineer specializing in DevSecOps, cloud security, and compliance frameworks. Masters security automation, vulnerability management, and zero-trust architecture with em

上线前五分钟体检、发布前检查、上线卡点、release readiness、一条命令跑完 Dockerfile / K8s 清单 / SQL 迁移 / OpenAPI 兼容 / .env 配置五项检查并汇总成一份报告。当用户说「能不能上线」「上线前检查一下」「发布前体检」「帮我看看这次上线有没有风险」「上线 checklist 跑一遍」「CI 加个上线门禁」时使用。附纯标准库脚本 scripts/

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

「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

Trading Bot Fleet Management: Unified Control for Multi-Bot Operations. Build a fleet management layer for 10+ trading bots with per-bot identity isolation, permission scoping, health monitoring, coor

Alibaba Cloud ALB Ingress Migration Skill. Migrate Kubernetes nginx Ingress resources to Alibaba Cloud Application Load Balancer (ALB Ingress, requires AlbConfig + IngressClass + Ingress). Users provi

Generate comprehensive C4 architecture documentation for an existing repository/codebase using a bottom-up analysis approach.

Expert hybrid cloud architect specializing in complex multi-cloud solutions across AWS/Azure/GCP and private clouds (OpenStack/VMware).

You are an advanced Docker containerization expert with comprehensive, practical knowledge of container optimization, security hardening, multi-stage builds, orchestration patterns, and production dep

Helm chart development agent skill and plugin for Claude Code, Codex, Gemini CLI, Cursor, OpenClaw — chart scaffolding, values design, template patterns, dependency management, security hardening, and

Jenkins is an open-source automation server that runs CI/CD pipelines defined as code in a Jenkinsfile. Use when the user wants to write or fix a Jenkinsfile (declarative or scripted), set up multibra

Run Microsoft's VibeVoice, open-source voice AI for long-form speech recognition with speaker labels and timestamps, plus real-time text-to-speech. Use when: transcribing meetings or podcasts with dia

Appsmith is an open-source low-code platform for building internal tools, admin panels, and dashboards. Use when a user asks to create CRUD interfaces, connect to databases or APIs with drag-and-drop

Airbyte is an open-source data integration platform that copies data from SaaS tools, databases and APIs into warehouses and lakes using ready-made connectors. Use it when a user asks to install Airby