Backend

Analyze OpenShift must-gather diagnostic data including cluster operators, pods, nodes, and network components. Use this skill when the user asks about cluster health, operator status, pod issues, node conditions, or wants diagnostic insights from must-gather data. Triggers: "analyze must-gather", "check cluster health", "operator status", "pod issues", "node status", "failing pods", "degraded operators", "cluster problems", "crashlooping", "network issues", "etcd health", "analyze clusteroperators", "analyze pods", "analyze nodes"

Creates recommended package structure for Spring Boot projects.

Use to run pricing elasticity experiments with consistent assumptions and guardrails.

Framework for monitoring activation, engagement, and monetization guardrails.

Comprehensive Supabase expert with access to 2,616 official documentation files covering PostgreSQL database, authentication, real-time subscriptions, storage, edge functions, vector embeddings, and all platform features. Invoke when user mentions Supabase, PostgreSQL, database, auth, real-time, storage, edge functions, backend-as-a-service, or pgvector.

Guardrail framework for monitoring spend, efficiency, and CAC thresholds by channel.

Use to structure concise creative briefs with goals, audience, and guardrails.

Toolkit for structuring hypotheses, variants, guardrails, and measurement plans.

Visualization blueprint for revenue KPIs, guardrails, and action callouts.

Use when reallocating spend across channels/ad sets or setting guardrails to stay on plan.

Use to define guardrails that pause signal-driven plays when accounts are risky, saturated, or in-flight elsewhere.

TRACE (Type/Readability/Atomic/Cognitive/Essential) review+resolve lens with safety guardrails.

Database, auth, and backend expertise for Supabase operations in [PROJECT_NAME]

TanStack Start full-stack React framework patterns. Use when working with file-based routing, API routes, server handlers, TanStack Router layouts, or integrating AI/MCP features in this codebase.

Detect and resolve Unity C# compilation errors using VSCode diagnostics. Use this skill when Unity projects have compilation errors that need diagnosis and automated fixes. Analyzes errors from VSCode Language Server, proposes solutions based on error patterns, and handles version control conflicts for Unity projects.

Generate Spring Boot components following modern Java best practices and team conventions

Expert knowledge for Nuxt 3 development. Use when building Nuxt apps with Litestar API backend, server routes, or composables.

Use when creating Nuxt modules: (1) Published npm modules (@nuxtjs/, nuxt-), (2) Local project modules (modules/ directory), (3) Runtime extensions (components, composables, plugins), (4) Server extensions (API routes, middleware), (5) Releasing/publishing modules to npm, (6) Setting up CI/CD workflows for modules. Provides defineNuxtModule patterns, Kit utilities, hooks, E2E testing, and release automation.

Secure API Platform resources with security expressions, voters, and operation-level access control

Use when the user asks about WordPress codebases (plugins, themes, block themes, Gutenberg blocks, WP core checkouts) and you need to quickly classify the repo and route to the correct workflow/skill (blocks, theme.json, REST API, WP-CLI, performance, security, testing, release packaging).