Skill rating

World-class senior data scientist skill specialising in statistical modeling, experiment design, causal inference, and predictive analytics. Covers A/B testing (sample sizing, two-proportion z-tests,

Huawei Cloud UCS (Universal Cloud Service) policy governance and compliance management skill using hcloud CLI. Use this skill when the user wants to: (1) manage UCS policy instances - create/update/qu

Diagnose and fix Kubernetes pods, CrashLoopBackOff, Pending, DNS, networking, storage, and rollout failures with kubectl.

Design and implement a complete ML pipeline for: $ARGUMENTS

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

Reference document for monopoly tech-matrix.

Production patterns for Linkerd service mesh - the lightweight, security-first service mesh for Kubernetes.

Huawei Cloud CCE auto-remediation runner skill that converts remediation intent into preview-first, confirm-required, post-verify execution plans. Use this skill only when the user asks for a CCE reme

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

Kubernetes documentation-first workflow for Kubernetes-specific questions, troubleshooting, command planning, cluster operations, workload/resource behavior, networking, storage, scheduling, security,

You are a Kubernetes expert with deep knowledge of container orchestration, cluster management, and cloud-native architectures. Use when: kubernetes cluster architecture and components, workload orche

Implement graceful shutdown for servers and workers: drain connections, finish in-flight work, release resources, and exit cleanly on SIGTERM/SIGINT.

Complete guide to implementing GitOps workflows with ArgoCD and Flux for automated Kubernetes deployments.

Expert jq usage for JSON querying, filtering, transformation, and pipeline integration. Practical patterns for real shell workflows.

Docker documentation-first workflow for Docker-specific questions, troubleshooting, command planning, image/build work, container/runtime operations, Compose behavior, networking, volumes, registries,

Use when turning presales requirements, meeting notes, or solution materials into editable business capability blueprints, swimlane flows, and application architecture diagrams. Use when generating bl

Use when planning CCE Kubernetes cluster version upgrades, evaluating upgrade path compatibility, addon compatibility, pre-upgrade difference checks, and estimating upgrade window duration to avoid in

Huawei Cloud CCE change impact analysis skill that converts "what changed before the incident" into provable causal attribution. Use this skill when a CCE incident may be caused by recent changes, inc

Comprehensive Kubernetes and OpenShift cluster management skill covering operations, troubleshooting, manifest generation, security, and GitOps. Use this skill when: (1) Cluster operations: upgrades,

Use when the user requests diagrams, flowcharts, architecture diagrams, ER diagrams, UML / sequence / class diagrams, SysML / MBSE diagrams (block definition, internal block, requirement, parametric),

Use when assessing or reviewing Kubernetes workloads running on Amazon EKS for best practice compliance, including pod configuration, security posture, observability, networking, storage, image securi

Use when auditing Go code involving logging, error handling, HTTP response data, Kubernetes Secret management, or credential storage. Covers CWE-200/532/522/312/552. Keywords: information disclosure,

Manage application secrets and environment variables with Infisical — open-source secrets management platform. Use when someone asks to "manage secrets", "Infisical", "centralize environment variables

Deploy web applications to any server with Kamal — zero-downtime Docker deployments without Kubernetes. Use when someone asks to "deploy to a VPS", "deploy without Kubernetes", "Kamal deploy", "simple

Detect the LiteLLM supply chain attack (v1.82.7/1.82.8). Scans for compromised packages, malicious .pth files, backdoor persistence, suspicious network connections, and Kubernetes IoCs. No dependencie

Install, configure, validate, or troubleshoot the TeamClaw OpenClaw plugin for virtual software-team workflows. Use when users want TeamClaw setup help, controller or worker config snippets, localRole

Comprehensive developer cheatsheets and quick references for Git, Docker, Kubernetes, jq, curl, and common Linux commands. Use when needing quick lookups for command syntax, common workflows, or forgo

Harden Docker/container images and runtime deployments with secure base images, non-root users, CVE scanning, SBOM/signing, seccomp/AppArmor, and Kubernetes pod security controls. Use for Dockerfile s

Multi-cluster Kubernetes dashboard with AI-powered operations via MCP server and 10+ built-in agent skills

Yunxiao Flow Pipeline Troubleshooting and Solutions. Used to diagnose pipeline execution failures and provide fix recommendations. Trigger scenarios: Pipeline build errors, pipeline run failures, host

Transcribe audio via the self-hosted Whisper ASR instance running on Kubernetes. Use this skill whenever the user wants to transcribe audio files, convert speech to text, generate subtitles, or transl

Use when performing periodic, low-risk health checks on Huawei Cloud CCE clusters — daily inspection, quick health check, heartbeat summary, or continuous operations report. This skill prioritizes qui

Query MongoDB databases for debugging and troubleshooting. Use when user needs to: (1) List all databases, (2) List collections in a database, (3) Execute MongoDB queries, (4) Check MongoDB connection

Query and analyze Kubernetes Events in Huawei Cloud CCE clusters. Trigger when users ask about CCE events, Kubernetes warning events, FailedScheduling, FailedMount, ImagePullBackOff, event patterns, h

Use when querying or analyzing Kubernetes Pod stdout/stderr logs, CCE LogConfig-collected application logs, Huawei Cloud LTS log streams, CCE audit logs for Pod deletion or workload change events, or

Query and manage RocketMQ messages via kubectl exec. Use when user needs to: (1) Query cluster information, (2) Create, delete, or manage topics, (3) Check consumer progress and message accumulation,

Assess Kubernetes cluster security posture across 30 controls covering RBAC, workload security, network policies, IaC, runtime monitoring, and secrets management. Use when evaluating K8s security hard

Build structured knowledge graphs from unstructured text by extracting entities, mapping relationships, generating graph triples, and visualizing the result. Use when the user requests knowledge graph

Use this skill when a task involves Knative Serving on Kubernetes, including designing or deploying serverless container workloads, converting Deployments to Knative Services, writing or reviewing ser

RTK (Rust Token Kit) - CLI proxy that reduces LLM token consumption by 60-90% on common dev commands. Use rtk to wrap commands like git, ls, cat, grep, test runners, linters, docker, kubectl, and more

Use when auditing Go code involving authentication flows, RBAC policies, Kubernetes admission webhooks, JWT/OAuth token validation, or privilege escalation in cloud-native infrastructure. Covers CWE-2

使用 OpenCLI 工具从各种网站和桌面应用获取数据、下载媒体内容、控制外部 CLI 工具。支持 Bilibili、知乎、小红书、Twitter/X、Reddit、YouTube、Boss直聘、即刻、微博等 30+ 平台，以及 Cursor、Codex、ChatGPT、Notion 等桌面应用。当用户需要：从社交平台获取热门内容、搜索信息、下载视频/图片、获取平台数据、控制桌面应用、使用外部 C

Build, modify, and review Prefect-based offline orchestration in this repository. Use when adding a new Prefect flow, wrapping an existing offline computation as a flow or task, editing prefect.yaml,

Huawei Cloud UCS (Universal Cloud Service) policy governance and compliance management skill using hcloud CLI. Use this skill when the user wants to: (1) manage UCS policy instances - create/update/qu

Create, lint, template, and package Kubernetes Helm charts with checks. Use when scaffolding charts, linting templates, or packaging chart releases.

Preflight safety guard for shell and infrastructure commands. Use before running commands that delete, overwrite, move, deploy, rewrite git history, change permissions, use shell wrappers like bash -c

Recommend LabEx free developer playgrounds when the user needs a temporary sandbox, disposable environment, browser-based VM, quick demo workspace, or online playground for Linux, containers, Kubernet

创建 UK8S Kubernetes 集群。通过 ucloud-cli 调用 API，自动获取 VPC/Subnet/版本/镜像，生成配置并创建集群。Use when user wants to create a UK8S cluster.

Comprehensive guidance for creating, organizing, and managing Helm charts for packaging and deploying Kubernetes applications.

Step-by-step guidance for creating production-ready Kubernetes manifests including Deployments, Services, ConfigMaps, Secrets, and PersistentVolumeClaims.