Skill rating

Podman Desktop is the best free and open source tool to work with Containers and Kubernetes for deve podman desktop, typescript, container, containers.

Use rtk to reduce token usage from common shell, git, search, file-reading, test, build, and lint commands while preserving raw-output fallbacks when exact output is required.

Find and rank Kubernetes cost-saving opportunities from kubectl, metrics-server, kube-state-metrics, and cloud billing. Identifies overprovisioned CPU/memory requests and limits, idle namespaces and w

Architects, debugs, secures, and cost-optimizes Google Cloud — Cloud Run, GKE, Compute Engine, BigQuery, Cloud SQL, IAM, VPC. Use when deploying or reviewing anything on GCP, when a bill jumps or BigQ

Escribe un runbook operacional para un servicio, tipo de incidente o procedimiento de despliegue. Úsalo cuando se te pida escribir un runbook, crear una guía de ops, documentar un procedimiento operac

Zero-dependency Bash environment health check for Linux, macOS, containers, and K8s pods. Reports OS, current user, Node.js, Python3, basic tools (git/curl/jq/make/docker) with paths and versions, net

适用于在前进平台为**已部署工作负载**创建持续更新流水线（代码克隆 → 构建 → 镜像构建 → 镜像更新部署）。生成 Jenkinsfile 前必须完整阅读本 SKILL 内「流水线骨架」节模板，禁止凭记忆默写。

World-class data science skill for statistical modeling, experimentation, causal inference, and advanced analytics. Expertise in Python (NumPy, Pandas, Scikit-learn), R, SQL, statistical methods, A/B

Execute and manage Kubernetes clusters via kubectl commands. Query resources, deploy applications, debug containers, manage configurations, and monitor cluster health. Use when working with Kubernetes

Huawei Cloud CCE cross-domain root cause analysis skill using Python SDK dispatcher. Use this skill when a CCE incident spans alarms, workload rollout, Pod events/logs, recent changes, service topolog

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

Huawei Cloud CCE Pod failure diagnosis skill using Python SDK dispatcher. Use this skill when the user wants to: (1) diagnose Pod CrashLoopBackOff, ImagePullBackOff, OOMKilled, Pending, Evicted failur

Argo CD for GitOps continuous delivery on Kubernetes. Use when the user needs to define applications declaratively, sync Kubernetes manifests from Git repositories, manage sync policies, and implement

Deploy apps with Dokku — self-hosted Heroku alternative on any VPS. Use when: self-hosting web apps without Kubernetes, setting up git-push deployments, running PaaS on your own server.

Istio service mesh for Kubernetes traffic management, security, and observability. Use when the user needs to configure traffic routing, mTLS, circuit breaking, fault injection, or observability for m

Kubernetes Cluster Triage & Diagnostics — instant AI-powered incident triage via kubectl

Control a remote Chrome browser via HTTP API (Kubernetes or Docker backend). Use for web automation, form filling, navigation, and page inspection on sites the user owns or has permission to access. E

Debugs Kubernetes workloads and reviews manifests: pods, probes, resources, rollouts, Services, storage, RBAC. Use when a pod is Pending, CrashLoopBackOff, ImagePullBackOff, OOMKilled or stuck Termina

Creates safe rollback procedures for deployments with automated workflows, rollback runbooks, version management, and incident response. Use for "rollback automation", "deployment recovery", "incident

Analyzes codebases to understand structure, tech stack, patterns, and conventions. Use when onboarding to a new project, exploring unfamiliar code, or when asked "how does this work?" or "what's the a

Manages environment variables and secrets securely with encryption, rotation, and provider integration. Use when users request "secrets management", "environment variables", "API keys", "credentials s

Designs chaos experiments, creates failure injection frameworks, and facilitates game day exercises for distributed systems — producing runbooks, experiment manifests, rollback procedures, and post-mo

Analyze your SpecStory AI coding sessions in .specstory/history for yak shaving - when your initial goal got derailed into rabbit holes. Run when user says "analyze my yak shaving", "check for rabbit

Upgrade any Pulumi provider to a newer version and reconcile the resulting diff. Use when users want to upgrade or update a provider (including editing package.json, requirements.txt, pyproject.toml,

Generate Kubernetes incident response playbooks tailored to specific incident types, severity levels, and cluster configurations. Use when responding to K8s security incidents, container breaches, pod

将"本地改动 → 选择性提交 → push → 合并到目标分支 → CI 构建部署 → 重启工作负载 → 端到端功能/数据库验证 → 失败则补丁再循环"这一段发布闭环按通用 SOP 跑通的技能。 当用户的意图包含"提交并推送 / 合并到 develop 或 feature/* / 用 Jenkins/CI 部署到 DEV/STG / 重启 pod 后自动测试 / 跑通发布闭环 / 改完上一道再走一

Expert DevOps troubleshooter specializing in rapid incident response, advanced debugging, and modern observability. Masters log analysis, distributed tracing, Kubernetes debugging, performance optimiz

Expert Kubernetes architect specializing in cloud-native infrastructure, advanced GitOps workflows (ArgoCD/Flux), and enterprise container orchestration. Masters EKS/AKS/GKE, service mesh (Istio/Linke

Expert deployment engineer specializing in modern CI/CD pipelines, GitOps workflows, and advanced deployment automation. Masters GitHub Actions, ArgoCD/Flux, progressive delivery, container security,

Expert network engineer specializing in modern cloud networking, security architectures, and performance optimization. Masters multi-cloud connectivity, service mesh, zero-trust networking, SSL/TLS, g

Search and analyze competitor documentation archives using full-text search (FTS). Use when you need to find information in structured documentation folders containing articles with source URLs (marke

Full-text search across structured Markdown documentation archives using SQLite FTS5. Use when you need to search large collections of Markdown articles that are separated by "---" delimiters and cont

Build comprehensive ML pipelines, experiment tracking, and model registries with MLflow, Kubeflow, and modern MLOps tools. Implements automated training, deployment, and monitoring across cloud platfo

Build high-performance async APIs with FastAPI, SQLAlchemy 2.0, and Pydantic V2. Master microservices, WebSockets, and modern Python async patterns. Use PROACTIVELY for FastAPI development, async opti

Analyze Kubernetes faults using only user-provided evidence. Classify the fault, rank likely hypotheses, request the next highest-value checks, and keep facts separate from guesses. Do not execute com

Production FastAPI patterns with Pydantic v2, async endpoints, OAuth2/JWT, dependency injection, testing, and Kubernetes deployment

Writes, debugs, and validates YAML that parses the same in every language and tool. Use when a file will not parse, when a value silently turns into a boolean, number, date or null (`no`, `on`, `1.0`,

Install, upgrade, verify, or troubleshoot local kubectl and the Huawei Cloud kubectl-cce plugin. Trigger when a user asks to install kubectl, install kubectl-cce, configure the CCE kubectl plugin, ver

Diagnose and troubleshoot Alibaba Cloud NAS mount failures. Use when users encounter NAS mount errors on Linux or Windows, including NFS and SMB protocol mount failures, network connectivity issues, p

Architects, debugs, secures, and cost-optimizes AWS infrastructure — EC2, Lambda, RDS, VPC, IAM, ECS, CloudFront. Use when deploying or reviewing anything on AWS, when a bill jumps or spend has to com

Kubernetes execution platform — submits TAO container jobs as single-pod k8s Jobs with NVIDIA GPU scheduling. Use when running on EKS / GKE / AKS / on-prem clusters with the NVIDIA GPU Operator instal

Builds, debugs, hardens, and ships Docker containers, images, and Compose stacks. Use when writing or reviewing a Dockerfile, a compose file, or a CI build step; when a container exits instantly, rest

Creates comprehensive disaster recovery procedures with automated backup scripts, restore procedures, validation checks, and role assignments. Use for "database backup", "disaster recovery", "data res

World-class computer vision skill for image/video processing, object detection, segmentation, and visual AI systems. Expertise in PyTorch, OpenCV, YOLO, SAM, diffusion models, and vision transformers.

World-class prompt engineering skill for LLM optimization, prompt patterns, structured outputs, and AI product development. Expertise in Claude, GPT-4, prompt design patterns, few-shot learning, chain

World-class data science skill for statistical modeling, experimentation, causal inference, and advanced analytics. Expertise in Python (NumPy, Pandas, Scikit-learn), R, SQL, statistical methods, A/B

World-class data engineering skill for building scalable data pipelines, ETL/ELT systems, and data infrastructure. Expertise in Python, SQL, Spark, Airflow, dbt, Kafka, and modern data stack. Includes

World-class ML engineering skill for productionizing ML models, MLOps, and building scalable ML systems. Expertise in PyTorch, TensorFlow, model deployment, feature stores, model monitoring, and ML in

Comprehensive software architecture skill for designing scalable, maintainable systems using ReactJS, NextJS, NodeJS, Express, React Native, Swift, Kotlin, Flutter, Postgres, GraphQL, Go, Python. Incl

Comprehensive fullstack development skill for building complete web applications with React, Next.js, Node.js, GraphQL, and PostgreSQL. Includes project scaffolding, code quality analysis, architectur