Skill rating

Assess and migrate cross-cloud workloads to Azure with reports and code conversion. Supports Lambda→Functions, Beanstalk/Heroku/App Engine→App Service, Fargate/Kubernetes/Cloud Run/Spring Boot→Contain

Deploy, configure, and operate CrowdSec Security Engine, cscli, remediation components, acquisition pipelines, and AppSec WAF. Use for Linux or Docker installation, detection-to-blocking design, incid

Build, run, and debug Nextflow data pipelines and nf-core workflows end to end. Use whenever the user mentions Nextflow, nf-core, .nf files, nextflow.config, DSL2, processes/channels/operators, sample

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

Expert Kubernetes architect specializing in cloud-native infrastructure, advanced GitOps workflows (ArgoCD/Flux), and enterprise container orchestration.

Optimize resumes for software engineering, product management, and technical roles. Use when the user mentions software engineer, developer, PM, data scientist, ML, DevOps, or other technical role res

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

Discovers requirements, and generates architectural, design, and deployment guidance for a retrieval-augmented generation (RAG)-capable enterprise search system in Google Cloud. Use when users need a

Trigger on mention of GKE cluster autoscaler, node autoscaling, node pool auto-creation / node auto-provisioning. Provides guidance on enabling and optimizing cluster autoscaler, best practices, and t

Multi-cloud orchestration for ML workloads with automatic cost optimization. Use when you need to run training or batch jobs across multiple clouds, leverage spot instances with auto-recovery, or opti

Serverless GPU cloud platform for running ML workloads. Use when you need on-demand GPU access without infrastructure management, deploying ML models as APIs, or running batch jobs with automatic scal

Creates Dockerfiles, configures CI/CD pipelines, writes Kubernetes manifests, and generates Terraform/Pulumi infrastructure templates. Handles deployment automation, GitOps configuration, incident res

Build AI-focused SRE incident response practices for LLM outages, degraded quality, runaway cost events, and safety regressions.

Launch and monitor experiment runs and route guidance for hf, modal, k8s/Kubernetes, ssh, slurm, ray, OpenResearch, Tinker, and local backends. Covers the fixed run contract, sizing, cancellation, and

Set up or troubleshoot the Auto Ontology runtime. Use for Helm (the official install), Docker Compose, developer setup, and MCP connection to an existing deployment.

Operate NVIDIA DOCA Management Service on a BlueField, Arm/x86 host, or Kubernetes pod: from DOCA 3.5 the local `dms-cli` (one command per YANG path, no server), and the `dmsd` + `dmspe` service: choo

Debug Java applications systematically: JDWP remote debugging, jdb, VS Code and IntelliJ attach, debugging Maven/Gradle tests, Spring Boot and Quarkus dev mode, containers, breakpoints/logpoints, and

Use when the user asks to deploy, install, reinstall, redeploy, upgrade, or connect to the CDF Orchestration Airflow controller. Owns the end-to-end deploy sequence and runs the cdf-orchestration-pref

Point-in-time Run:ai cluster and node-health check: a HEALTHY, DEGRADED, or STUCK verdict per node pool with the dominant blocker — NotReady nodes, offline or failing GPU capacity, GPU counts, allocat

Plan and execute dark launches with feature flags, performance monitoring, and gradual exposure rollouts

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.

Generate professional resumes and cover letters from structured data with optional resume parsing capabilities.

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

AI-powered cloud service mapping and provider recommendation across Azure, AWS, and Google Cloud.

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

Huawei Cloud CCE workload failure diagnosis skill using Python SDK dispatcher. Use this skill when the user wants to: (1) diagnose Deployment/StatefulSet/DaemonSet rollout failures, (2) analyze worklo

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

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。

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

Save 60-90% of LLM tokens on shell commands, file reads, and test outputs. Wraps rtk CLI for compressed output.

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！

腾讯云 TKE 容器服务运维专家，支持集群巡检、状态查询、节点池管理、kubeconfig 获取等

Dockerfile static security auditor. Scans any Dockerfile for 10 security issues — running as root, unpinned base images, secrets in ENV/ARG, remote ADD fetch, shell-form ENTRYPOINT, sudo installed, mi

Manage multiple Kubernetes clusters, switch contexts, and perform cross-cluster operations. Use when working with multiple clusters, comparing environments, or managing cluster lifecycle.

Use this skill whenever the user needs to manage VMware storage — datastores, iSCSI targets, and vSAN clusters. Directly handles: browse datastores, scan for deployable images (OVA/ISO), configure iSC

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。

博云BOC容器平台 部署工具。整合了部署机初始化和平台部署功能，自动完成从环境初始化到部署验证的全流程。使用场景：用户需要初始化部署机并部署 BOC容器平台时使用。

Serverless GPU cloud for ML jobs and model APIs.

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

Expert DevOps troubleshooter specializing in rapid incident response, advanced debugging, and modern observability.

Production deployment principles and decision-making. Safe deployment workflows, rollback strategies, and verification. Teaches thinking, not scripts.

Expert deployment engineer specializing in modern CI/CD pipelines, GitOps workflows, and advanced deployment automation.

Build comprehensive ML pipelines, experiment tracking, and model registries with MLflow, Kubeflow, and modern MLOps tools.

Authorized cloud, container, and Kubernetes security assessment: metadata SSRF, IAM misconfiguration, container escape paths, and cluster RBAC review.

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,

Deploy, manage, and scale applications on Kubernetes clusters using manifests, Helm charts, and autoscaling configurations. Use when the user requests kubernetes deployment or provides relevant inputs

Summarize text using extractive, abstractive, hierarchical, and multi-document techniques, producing concise outputs at configurable detail levels. Use when the user requests summarization or provides

Deploy trained machine learning models as production-ready services using REST APIs, containers, serverless functions, and orchestration platforms. Use when the user requests model deployment or provi