Skill rating

MLOps across model deployment, ML pipelines, monitoring, and feature stores. Use when deploying models to production, building training pipelines, setting up drift detection, configuring feature store

Designs and builds Axiom dashboards via API. Covers chart types, APL and metrics/MPL query patterns, SmartFilters, layout, and configuration options. Use when creating dashboards, migrating from Splun

Deploy to Cloudflare (Workers, R2, D1), Docker, GCP (Cloud Run, GKE), Kubernetes (kubectl, Helm). Use for serverless, containers, CI/CD, GitOps, security audit.

Create, generate, or scaffold .gitlab-ci.yml pipelines, stages, and jobs.

Download and save Perplexity.ai conversations as individual Markdown files. One thread = one .md file. Processes threads sequentially. Supports single thread, URL lists, or full history export. Trigge

Use when user explicitly asks Flink/Ververica/Realtime Compute Console workspace operations: 草稿(draft), SQL校验/执行, 部署(deployment), 作业(job), Session Cluster, namespace, 表(table), 成员(member), 变量(variable

Set up Prometheus for comprehensive metric collection, storage, and monitoring of infrastructure and applications. Use when implementing metrics collection, setting up monitoring infrastructure, or co

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

Browser automation for Kubernetes dashboards and web UIs. Use when interacting with Kubernetes Dashboard, Grafana, ArgoCD UI, or other web interfaces. Requires MCP_BROWSER_ENABLED=true.

ACTIVATE THIS SKILL FOR ANY SHELL COMMAND OR FILE READ. Check curl, wget, rm, sudo, apt, dpkg, chmod, dd, format, powershell, bash, sh. Check pipe patterns like | sh or | bash. Check shell wrappers li

Create, scaffold, or generate Helm charts, Chart.yaml, values.yaml, templates, helpers.

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 secure secrets management for CI/CD pipelines using Vault, AWS Secrets Manager, or native platform solutions. Use when handling sensitive credentials, rotating secrets, or securing CI/CD env

Grafana Loki log aggregation and LogQL query language. Covers LogQL syntax (log queries, metric queries, label matchers, line filters, parsers: json/logfmt/pattern/regexp/unpack, label filters, line_f

Install and operate the OpenClaw skill-sediment plugin extension (turns successful conversations into auto-generated SKILL.md files, then promotes them to skills/). Covers: install (with interactive a

Use when asked to install, deploy, run, validate, troubleshoot, or stop NVIDIA AI-Q Blueprint infrastructure.

Generate/create Loki configs — ingester, querier, compactor, ruler, S3/GCS/Azure backends.

Grafana Tempo distributed tracing backend. Covers TraceQL query language (span selectors, attribute scopes, pipeline operators, structural operators, metrics functions), trace ingestion via OTLP/Jaege

Olares ControlHub view (olares-cli cluster) — per-Olares-ID command-line mirror of the Olares ControlHub SPA's Cluster page, the Kubernetes view of an Olares instance. Reads pods, containers, workload

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

Use when a user describes a custom PAIDF Orchestration pipeline — a specific ordered combination of stages such as augmentation only, auto-labeling only, detection+captioning only, or image attribute

Secure secrets management practices for CI/CD pipelines using Vault, AWS Secrets Manager, and other tools.

Vendor-neutral, governed, READ-ONLY energy/substation telecontrol data tap — the energy edition (变电/电力) of Industrial-AIOps. Monitor-direction telemetry over IEC 60870-5-104 (IEC-104: RTU link status,

Production-ready GitHub Actions workflow patterns for testing, building, and deploying applications.

Complete guide to Prometheus setup, metric collection, scrape configuration, and recording rules.

Implement distributed tracing with Jaeger and Tempo for request flow visibility across microservices.

Generate/create/scaffold azure-pipelines.yml, stages, jobs, steps, or reusable templates.

Query decomposition and multi-source search orchestration. Breaks natural language questions into targeted searches per source, translates queries into source-specific syntax, ranks results by relevan

Generate/create/scaffold Jenkinsfile — declarative, scripted, shared library, CI/CD pipelines.

Expert knowledge for Azure Functions development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & co

Create cloud provider architecture diagrams using PlantUML syntax with official AWS, Azure, GCP, and Alibaba Cloud service icons. Best for multi-service cloud topologies and migration blueprints.

Playbook for launching, monitoring, stopping, and debugging NeMo-RL recipes on a Kubernetes cluster via the nrl-k8s CLI. Covers ephemeral vs long-lived RayCluster modes, iterating on runs, and debuggi

Huawei Cloud CCE availability risk scanning skill using Python SDK dispatcher for read-only cluster risk assessment. Use this skill when the user wants to: (1) scan CCE clusters for availability risks

Avoid common Kubernetes mistakes — resource limits, probe configuration,。Use when 需要提升效率、自动化流程、批量处理、工作流优化时使用。不适用于需要人工创意判断的任务。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。

Kubernetes penetration testing playbook. Use when targeting Kubernetes clusters via API server, RBAC enumeration, service account abuse, etcd access, Kubelet API, pod escape, cloud-specific metadata,

You are an expert in Starship, the minimal, blazing-fast, cross-shell prompt written in Rust. You help developers customize their terminal prompt with git status, language versions, cloud context, bat

Triages Discord activity and Kubernetes incidents into ranked situation reports with fixture-first demos, live Discord and Apify intake, Contextual-grounded runbooks, Redis-backed memory, Friendli-pow

Elite CI/CD pipeline engineer specializing in GitHub Actions, GitLab CI, Jenkins automation, secure deployment strategies, and supply chain security. Expert in building efficient, secure pipelines wit

Create, generate, write, or scaffold Terraform .tf HCL — resources, modules, providers, variables, outputs.

Linux lateral movement playbook. Use after gaining initial access to pivot across Linux hosts via SSH hijacking, credential harvesting, internal pivoting, D-Bus exploitation, sudo token reuse, and sha

Playbook for launching, monitoring, stopping, and debugging NeMo-RL recipes on a Kubernetes cluster via the nrl-k8s CLI. Covers ephemeral vs long-lived RayCluster modes, iterating on runs, and debuggi

自动化部署 K3s Kubernetes 集群到多台 Linux 服务器。支持自动镜像拉取、网络配置检测、CNI 插件安装。使用场景：(1) 从零部署 K3s 集群，(2) 修复 NotReady 节点，(3) 批量部署多节点集群。触发条件：用户提到 K3s、Kubernetes 部署、集群安装、节点加入等。

为 K8s 初学者提供 Kubernetes 集群部署指导，支持 AllinOne 快速体验和生产环境高可用部署。

Deploy, monitor, and debug long GPU jobs on RENTED/remote instances (AutoDL, RunPod, vast.ai, Lambda, Slurm, K8s): teardown/billing safety, spot resilience, resumable checkpointing, OOM/NaN triage.

Generate/create Fluent Bit configs — INPUT, FILTER, OUTPUT, parsers, log pipeline.

Validate, lint, audit, check Helm charts — Chart.yaml, templates, values.yaml, CRDs, schemas.

Node.js + TypeScript 项目开发规范和最佳实践指南。用于指导 MagicBox Node 服务的开发、代码风格、目录结构、配置管理、容器部署等方面的规范。

CI/CD workflow skill for Java + Vue projects. Supports GitLab CI and Jenkins pipelines with code linting, unit testing, build packaging, Docker image building, Kubernetes deployment, and notification

Alibaba Cloud LoongCollector / SLS installation, collection onboarding, Pipeline config management and validation, machine groups, permission troubleshooting, and Lens queries. HARD RULE: for matching