Skill rating

DAVIS problem analysis including root cause identification, impact assessment, and correlation with other telemetry. Use when querying or investigating detected problems. Trigger: "active problems", "

Autonomous optimization loop that improves any measurable thing. Point it at files to change, a command to check, and a number to improve — then walk away. Works with any AI agent. Use when the user w

Validate system resilience through controlled fault injection. Covers hypothesis-driven chaos experiments, failure injection types (network, service, infrastructure, dependency), LitmusChaos/Chaos Mes

Use this skill whenever the user needs to operate Veeam Backup & Replication — a one-shot health overview, read-only diagnostics / RCA (triage failed backup-job sessions and flag repositories low on s

Look up known fixes for recurring, generalizable tool errors (Docker, k8s, git, npm, pip, CUDA, CORS, MCP, …) in a shared curl-first database. Use ONLY when ALL of these hold: (1) the error comes from

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

Inspect local or explicitly requested remote systems' hardware, drivers, firmware, accelerators, and runtimes with a privacy-safe, read-only report. Stream the collector to SSH hosts or existing Kuber

Cross-cloud GPU provisioning with NUMA-aligned topology optimization, K8s cluster creation, and inference overflow. Get real-time pricing across 11+ cloud providers, provision the cheapest GPUs in sec

Analyzes Kubernetes cluster resource allocation versus actual usage to find waste and generate right-sizing recommendations. Use when someone asks about Kubernetes costs, overprovisioned pods, resourc

Assists with managing secrets, encryption keys, and dynamic credentials using HashiCorp Vault. Use when configuring secret engines, setting up dynamic database credentials, implementing access policie

Manages Kubernetes clusters and Helm charts. Use when the user wants to write Kubernetes manifests, create Helm charts, deploy applications, debug pods, configure networking (services, ingress), set u

Optimize your resume for specific job applications by matching keywords and highlighting relevant experience. Use when a user asks to tailor a resume, optimize a CV for a job, match a resume to a job

Configure authentication and authorization for Google Cloud — Application Default Credentials (ADC), service account impersonation, Workload Identity Federation for GKE and external clouds, and OIDC I

Assists with defining and managing cloud infrastructure using Pulumi with TypeScript, Python, Go, or C#. Use when provisioning AWS, GCP, Azure, or Kubernetes resources with real programming languages

Microsoft Entra Agent ID (preview) for creating OAuth2-capable AI agent identities via Microsoft Graph beta API. Covers Agent Identity Blueprints, BlueprintPrincipals, Agent Identities, required permi

Diagnose and validate cron expressions before they ship. Catches the five silent death-traps: impossible dates that never fire, OR-semantics that fire too often, midnight spikes, uneven step drift, an

Manage DigitalOcean resources via API — Droplets (create/destroy/resize/power), DNS zones and records, Spaces (object storage), Databases, Firewalls, Load Balancers, Kubernetes, and account/billing in

KubeVPN is a cloud-native dev tool to connect local machine to Kubernetes cluster networks. Use this skill when the user mentions: kubevpn, KubeVPN, or any of the following scenarios: (1) Connect loca

Host and process metrics including CPU, memory, disk, network, containers, and process-level telemetry. Use when analyzing infrastructure health, resource utilization, process consumption, or host dis

Create and query Alibaba Cloud alert rules via CLI. Supports CMS 1.0 cloud resource monitoring (ECS, RDS, SLB, etc.) and CMS 2.0 advanced monitoring (Prometheus, APM, UModel). Intent routing automati

Deploy production-grade multi-agent fleets in OpenClaw with battle-tested scripts, cloud deployment templates, and shared memory infrastructure. Use when: (1) Deploying multiple specialized AI agents

Huawei Cloud CCE Network failure diagnosis skill using Python SDK dispatcher. Use this skill when the user wants to: (1) diagnose CCE network connectivity issues, Service/Ingress failures, (2) analyze

Write a disaster recovery plan for a service or system — covering RPO/RTO targets, failure scenario runbooks, backup and restore procedures, DR testing cadence, and communication templates. Use when a

Huawei Cloud CCE Metric analysis skill using Python SDK dispatcher. Use this skill when the user wants to: (1) query Pod/Node CPU/memory/disk metrics, (2) get resource usage TopN rankings, (3) query E

Cybersecurity assistant for CTF challenges, penetration testing, network recon, vulnerability assessment, and security research. Use when: (1) solving CTF challenges (web, crypto, pwn, forensics, rev,

Use this skill whenever the user needs the GPU / AI-infrastructure layer of VMware Private AI Foundation with NVIDIA (PAIF-N) on vSphere 9.x / VCF 9.1: inventory GPU hosts and physical GPU devices, se

Runbook Generator

基于FTA故障树分析法的Kubernetes问题定位和修复工具。当用户遇到k8s集群问题、Pod运行异常、服务访问失败、RBAC权限问题、DNS解析失败、OOMKilled、健康检查失败、网络策略限制、存储挂载问题、HPA扩展问题、API Server连接问题等情况时，使用此技能自动执行kubectl命令进行故障排查和修复。同时支持k3s轻量级Kubernetes发行版的故障排查。Supports

Use for SySelf Autopilot on Hetzner: management kubeconfig setup, organization namespace, Hetzner account preparation, ClusterStack and Cluster manifests, bare metal worker onboarding with HetznerBare

Manage OpenClaw Agent's built-in memory features — enable/disable/configure Dreaming (Light→REM→Deep auto memory consolidation) and Active Memory (proactive memory injection with three style presets:

Kubernetes YAML清单生成工具，支持常用资源模板与基础校验。Use when 需要代码生成、编程辅助、调试测试、开发部署时使用。不适用于无明确技术栈的模糊需求。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。输出结果可直接使用，减少二次加工成本。提供结构化输出和错误处理机制。

Huawei Cloud CCE Storage failure diagnosis skill using Python SDK dispatcher. Use this skill when the user wants to: (1) diagnose PVC Pending, volume mount failures, (2) analyze EVS disk issues, (3) d

Huawei Cloud UCS (Universal Cloud Service) cluster onboarding, lifecycle, and fleet grouping management skill using hcloud CLI. Use this skill when the user wants to: (1) register self-managed or CCE

Query Loki logs via API for debugging and troubleshooting. Use when user needs to: (1) Query logs by traceid or keywords, (2) Filter logs by pod name, namespace, labels, or time range, (3) Debug appli

Huawei Cloud UCS cluster onboarding, lifecycle, and fleet management via hcloud CLI. Register/query/remove clusters, manage fleet groups, obtain kubeconfig, check quotas. Trigger: "UCS cluster onboard

Diagnose Alibaba Cloud ACK cluster ALB Ingress reconcile errors, Warning events, and configuration issues. Use this Skill when users report: ALB Ingress errors, reconcile failures, AlbConfig sync prob

基于FTA故障树分析法的Kubernetes问题定位和修复工具。当用户遇到k8s集群问题、Pod运行异常、服务访问失败、RBAC权限问题、DNS解析失败、OOMKilled、健康检查失败、网络策略限制、存储挂载问题、HPA扩展问题、API Server连接问题等情况时，使用此技能自动执行kubectl命令进行故障排查和修复。同时支持k3s轻量级Kubernetes发行版的故障排查。Supports

Builds and manages Jenkins CI/CD pipelines. Use when the user wants to write Jenkinsfiles, configure declarative or scripted pipelines, set up multibranch pipelines, manage Jenkins agents and nodes, c

cert-manager for automatic TLS certificate management in Kubernetes. Use when the user needs to issue, renew, and manage TLS certificates from Let's Encrypt or other CAs, configure ClusterIssuers, and

ExternalDNS for automatic DNS record management in Kubernetes. Use when the user needs to synchronize Kubernetes Ingress and Service resources with DNS providers like Route 53, CloudDNS, or Cloudflare

Crossplane for infrastructure as code using Kubernetes CRDs. Use when the user needs to provision and manage cloud resources declaratively through Kubernetes APIs, compose custom infrastructure abstra

Build internal tools, admin panels, and dashboards with Appsmith. Use when a user asks to create CRUD interfaces, connect to databases or APIs with drag-and-drop widgets, write JSObjects for business

Manage secrets and environment variables using the Doppler CLI. Use when the user wants to set up Doppler, inject secrets into processes, manage projects and configs, upload or download secrets, creat

Configure Fluentd for unified log collection, routing, filtering, and forwarding across distributed systems. Use when a user needs to aggregate logs from multiple sources, transform log data with filt

Configure and use Kibana for Elasticsearch data visualization, dashboard creation, and log exploration. Use when a user needs to build dashboards with Lens, write KQL queries, set up data views, creat

A pluggable pipe filter that strips verbose CLI output (huge YAML/JSON dumps, lockfiles, long diffs) before it reaches the LLM, so an agent spends its context budget on signal, not noise. Lossless cle

Kubernetes & OpenShift Platform Agent Swarm — A coordinated multi-agent system for cluster operations. Includes Orchestrator (Jarvis), Cluster Ops (Atlas), GitOps (Flow), Security (Shield), Observabil

Kubernetes cluster, pod, node, and workload monitoring. Use when analyzing K8s health, resource optimization, pod failures, OOMKills, scheduling, or security posture. Also use for Kubernetes operation