Infrastructure teams need reliable Terraform and OpenTofu guidance for complex environments. This skill helps design modules, secure state, review workflows, and plan enterprise IaC automation.

Terraform projects often grow into inconsistent modules, unclear tests, and risky release workflows. This skill gives Claude, Codex, and Claude Code practical Terraform and OpenTofu patterns for safer infrastructure delivery.

Terraform work often spans setup, modules, state, environments, pipelines, and security controls. This skill organizes those steps into a clear infrastructure workflow.

Reusable AWS Terraform modules are hard to keep consistent across teams. This skill guides module structure, remote state, validation, tagging, and review practices.

Supabase administration often requires switching between dashboards, SQL tools, and API references. This skill guides Claude, Codex, and Claude Code through Rube MCP workflows.

Shell scripts often fail from quoting errors, portability gaps, and weak CI linting. This skill guides ShellCheck setup, rule handling, and workflow integration.

Production servers fail when teams rely on ad hoc checks and manual recovery. This skill helps Claude, Codex, and Claude Code reason about operations choices.

Service mesh adoption can create unclear traffic, security, and observability decisions. This skill gives structured guidance for Istio, Linkerd, Kubernetes networking, and zero-trust mesh operations.

Sentry operations often require many API calls across issues, alerts, releases, monitors, and teams. This skill guides Claude, Codex, and Claude Code through Rube MCP workflows.

Render operations often require switching between service lists, deploy records, and project views. This skill gives Claude, Codex, and Claude Code a structured workflow for Render automation through Rube MCP.

Prometheus setup can become inconsistent across clusters and services. This skill guides Prometheus configuration, scrape targets, recording rules, alerting, and validation.

Slow applications are hard to improve without reliable measurements. This skill guides profiling workflows and Lighthouse audits to identify practical optimization targets.

Slow systems hurt users, reliability, and cloud costs. This skill helps diagnose bottlenecks, design tests, and plan measured optimizations.

PagerDuty operations often require careful tool selection and repeated ID lookups. This skill guides Claude, Codex, and Claude Code through Rube MCP workflows for incidents, services, schedules, and escalation policies.

Shell troubleshooting often becomes inconsistent across diagnosis, repair, testing, and automation. This skill provides a structured workflow for Bash analysis, Linux diagnostics, testing, and scheduled operations.

Incomplete handoffs cause lost context and slower incident response. This skill provides structured templates, checklists, and escalation guidance for smooth shift transitions.

Teams often collect metrics without clear reliability targets or decision rules. This skill converts service goals and telemetry into measurable SLOs, error budgets, alerts, and reviews.

Teams often lack consistent visibility across metrics, logs, traces, and service health. This skill creates practical monitoring architectures, implementation plans, dashboards, alerts, and SLO guidance.

Fragmented telemetry obscures service health and delays incident response. This skill designs metrics, logs, traces, SLOs, dashboards, alerts, and operational workflows.

Monorepos become difficult when dependencies, builds, and releases lack consistent structure. This skill provides practical patterns for workspaces, caching, CI, and publishing.