General machine-learning methods often miss temporal structure and specialized evaluation needs. This skill guides Aeon model selection, preprocessing, training, and benchmarking for time series tasks.

Frontend teams need consistent Angular component structure and visual styling across the Guessimate UI. This skill provides practical standards for components, state, Tailwind CSS usage, colors, cards, and typography.

Feature work often starts with unclear scope, hidden risks, and scattered tasks. This skill creates an approval-ready plan before implementation begins.

WiFi teams need fast visibility into network health, client quality, and access point load. This skill guides Claude, Codex, and Claude Code through UniFi WiFi analysis workflows.

Manual VM template work can create slow deployments and inconsistent Proxmox images. This skill guides reusable templates for Cloud-Init, Kubernetes, and application workloads.

Proxmox operators need a structured way to inspect and control VM fleets. This skill guides lifecycle actions, configuration review, cloning, resource tuning, and operations planning.

Network teams need a fast way to understand bandwidth use and application mix. This skill guides Claude, Codex, and Claude Code through DPI, client, and device traffic analysis workflows.

Surveillance systems need routine checks across cameras, events, storage, and connectivity. This skill guides Claude, Codex, or Claude Code through focused Protect monitoring workflows.

Proxmox storage can become hard to track across nodes, pools, and workloads. This skill helps Claude, Codex, and Claude Code review storage capacity, utilization, and expansion needs.

Multi-site UniFi environments are hard to review when site data is scattered. This skill helps Claude, Codex, and Claude Code summarize sites, details, and site-level structure.

UniFi teams need clear reviews of zones, ACLs, and guest access. This skill guides Claude, Codex, and Claude Code through audits, policy checks, and compliance-ready summaries.

Network teams need fast visibility into UniFi site and device health. This skill guides Claude, Codex, and Claude Code through structured checks and diagnostics.

Proxmox teams need a clear view of node and workload health. This skill guides Claude, Codex, and Claude Code through monitoring, bottleneck analysis, and capacity planning.

Network teams need clear reports from scattered infrastructure data. This skill turns health, device, client, WiFi, firewall, and capacity data into structured reports.

Network teams need a fast way to inspect UniFi hosts, devices, and site assignments. This skill guides Claude, Codex, and Claude Code through inventory, status, and configuration review workflows.

Backup failures and untested restores can cause long outages. This skill helps plan, create, monitor, and test Proxmox recovery workflows.

UniFi teams need clear device status before adopting, tracking, or replacing hardware. This skill helps Claude, Codex, and Claude Code organize inventory and controller health.

UniFi teams need a clear view of active deployments, configuration changes, and progress. This skill helps Claude, Codex, and Claude Code collect status and guide deployment reviews.

Container operations in Proxmox require clear status checks, lifecycle actions, and resource planning. This skill guides Claude, Codex, and Claude Code through structured LXC workflows.

Proxmox clusters need regular checks across nodes, quorum, and shared resources. This skill guides Claude, Codex, and Claude Code through structured cluster reviews.