Skills
Multi-Cluster Kubernetes Management
Facilitates cross-cluster operations and context management within Kubernetes environments. It provides patterns for switching contexts, comparing namespaces, and managing Cluster API lifecycles.
KubeVirt Virtual Machine Management
Enables management of virtual machine lifecycles on Kubernetes clusters using KubeVirt. It provides functions for detecting installations, starting or stopping VMs, performing live migrations, and managing data volumes.
Kubernetes Policy Management with Kyverno and Gatekeeper
Manage and audit Kubernetes security policies using Kyverno and Gatekeeper. This skill enables detection of policy engines, listing cluster policies, and reviewing compliance reports for violations.
Kubernetes Resource Management and Operations
Automate Kubernetes resource lifecycle management by applying manifests, patching resources, and executing commands within pods. It provides capabilities for scaling deployments, managing rollouts, and updating labels or annotations.
Kubernetes Networking Management
Manage Kubernetes networking resources including services, ingresses, endpoints, and network policies. This skill enables configuring connectivity, load balancing, and network isolation within a cluster.
Kubernetes Incident Response and Diagnostics
Provides diagnostic workflows and runbooks for managing Kubernetes incidents, including pod failures, node issues, and network disruptions.
Kubernetes Helm Chart Management
Provides a comprehensive suite of operations for managing Helm v3 releases, repositories, and chart development. It enables tasks such as installing, upgrading, and rolling back charts, as well as linting and packaging Helm charts.
Kubernetes GitOps Management with Flux and ArgoCD
Manage and troubleshoot GitOps workflows using Flux and ArgoCD. It provides capabilities for checking sync status, triggering reconciliations, and monitoring application health across Kubernetes clusters.
Kubernetes Cluster Diagnostics and Analysis
Perform cluster health assessments, resource metrics analysis, and environment comparisons across Kubernetes namespaces and clusters. It enables automated diagnostics for capacity planning and post-incident investigations.
Kubernetes Deployment and Release Management
Automate Kubernetes workload deployments using various strategies including rolling updates, canary, and blue-green deployments. It supports Helm chart management, Argo Rollouts, and Flagger for progressive delivery and health verification.
Automated GitHub PR Comment Review and Fix
Automates the identification, validation, and resolution of unresolved GitHub pull request comments. It uses sub-agents to apply surgical fixes to legitimate issues and provides automated replies to threads.
Kubernetes Cost Optimization and Analysis
Analyse and optimise Kubernetes costs by identifying overprovisioned resources, orphaned PVCs, and idle services. It facilitates resource right-sizing and cluster efficiency analysis to reduce unnecessary cloud expenditure.
Build and Install Unity MCP CLI
Provides instructions to install dependencies, compile TypeScript source, and globally link the unity-mcp-cli tool.
Core Kubernetes Resource Management
Enables the management of fundamental Kubernetes objects including pods, namespaces, configmaps, secrets, and nodes. It supports multi-cluster operations via the context parameter.
Cilium and Hubble Network Observability
Manage eBPF-based networking and Hubble traffic observability within Kubernetes clusters. This skill enables the implementation of network policies, monitoring of traffic flows, and troubleshooting of connectivity issues.
Cluster API Lifecycle Management
Automate Kubernetes cluster provisioning, scaling, and upgrades using Cluster API tools. This skill enables managing machine deployments, monitoring cluster phases, and retrieving kubeconfigs for workload clusters.
Kubernetes Backup and Restore with Velero
Automate Kubernetes disaster recovery and workload migration using Velero. The skill provides capabilities for detecting installations, creating backups, and executing restores.
Kubernetes Autoscaling with HPA, VPA, and KEDA
Manage Kubernetes pod autoscaling using HPA, VPA, and KEDA. Implement event-driven scaling, resource right-sizing, and cost-optimised scale-to-zero strategies.
Roblox Studio File Synchronisation Guide
A guide for managing bidirectional, forward, or reverse synchronisation between local files and Roblox Studio using WEPPY sync. It details conflict resolution, directory formats, and maintaining alignment between local mirrors and the Roblo…
Roblox Studio Automation via WEPPY MCP
Provides a structured workflow for controlling Roblox Studio through the WEPPY Roblox MCP, including UI design loops, playtesting, and log inspection. It prioritises using specific MCP actions over arbitrary Luau execution to ensure reliabl…
PostgreSQL Vacuum Monitoring and Tuning
Monitor and tune PostgreSQL vacuum operations, including autovacuum configuration, progress tracking, and transaction ID wraparound prevention. It provides specific tuning recommendations for high-churn OLTP and large analytical tables.
PostgreSQL Slow Query Diagnosis
Provides a systematic workflow for diagnosing and optimising slow PostgreSQL queries by analysing execution plans, index opportunities, and table statistics. It utilises pgtuner-mcp tools to identify resource-intensive queries and recommend…
PostgreSQL Query Optimization and Rewrite Patterns
This skill provides a structured workflow for analysing PostgreSQL execution plans and applying restructuring patterns to improve query performance. It covers techniques such as converting subqueries to joins, managing CTE materialisation, …
PostgreSQL Performance Baseline Generation
Automates the creation of comprehensive PostgreSQL performance baseline reports for comparing database states before and after configuration or schema changes. It captures health metrics, query workloads, table statistics, and index utilisa…