DevOps

Inject structured reasoning blocks into prompts to encourage step-by-step thinking. Use when tasks require complex problem-solving, multi-step reasoning, planning, analysis, or when you need the model to show its work and reflect on decisions before providing answers.

Comprehensive evaluation creation for MCP servers - question generation, answer verification, and XML formatting for agent usability testing

Advanced CV for infrastructure inspection including forest fire detection, wildfire precondition assessment, roof inspection, hail damage analysis, thermal imaging, and 3D Gaussian Splatting reconstruction. Expert in multi-modal detection, insurance risk modeling, and reinsurance data pipelines. Activate on "fire detection", "wildfire risk", "roof inspection", "hail damage", "thermal analysis", "Gaussian Splatting", "3DGS", "insurance inspection", "defensible space", "property assessment", "catastrophe modeling", "NDVI", "fuel load". NOT for general drone flight control, SLAM, path planning, or sensor fusion (use drone-cv-expert), GPU shader development (use metal-shader-expert), or generic object detection without inspection context (use clip-aware-embeddings).

This skill should be used when the user asks about "prompt_toolkit Application", "app.run", "run_async", "asyncio", "event loop", "run_in_terminal", "async key binding", "background task", "Application lifecycle", or needs to understand the Application run loop and async patterns in prompt_toolkit.

OAuth 2.1 compliance checklist for authorization servers. Use when implementing OAuth 2.1 beyond OpenID Connect Basic OP requirements, verifying OAuth 2.1 specific features, or understanding differences from OAuth 2.0. Covers all OAuth 2.1 draft-ietf-oauth-v2-1-14 requirements not in Basic OP.

Use when working on Acuantia's BigQuery Dataform pipeline (acuantia-gcp-dataform project) - adds Acuantia-specific patterns on top of dataform-engineering-fundamentals: ODS two-arg ref() syntax, looker_ filename prefix, Looker integration (looker_prod/looker_dev), acuantia dataset conventions, coordination with callrail_data_export/dialpad_data_integration/looker projects

This skill should be used when the user asks "how to install Chart.js", "Chart.js setup", "getting started with Chart.js", "Chart.js CDN", "Chart.js npm install", "tree-shaking Chart.js", "Chart.js bundle optimization", "import Chart.js", "Chart.js module loaders", "Chart.js CommonJS", "Chart.js RequireJS", "chart.js/auto vs manual registration", "Chart.js defaults", "update chart data", "chart instance methods", "destroy chart", "Chart.js helpers", "resize chart", "responsive chart configuration", "Chart.js global configuration", "getRelativePosition", or needs help with initial Chart.js v4.5.1 project setup, configuration, and chart manipulation.

Use when building marketing landing pages or SaaS homepages - provides a systematic workflow for hero-first design, animation patterns, social proof, and section expansion that creates consistent, professional results

Reports your GitHub activity for a specific day using the gh CLI, showing commits, issues, and activity timeline. Use this when you need to review what you accomplished on GitHub for a particular date.

Determines which files and dependencies to generate based on application type (standalone vs micro-frontend). Controls conditional features.

Validates Implementation Phase completion before advancing to Testing Phase. Checks code compilation, test coverage, implementation completeness, and code quality standards.

Use when syncing contacts or lists to HubSpot CRM. Automatically uses HUBSPOT_API_TOKEN from environment.

Delegate asynchronous coding tasks to Jules (Google's AI coding agent) to maximize efficiency. Use for code reviews, refactoring, adding tests, bug fixes, and documentation. Proactively suggest Jules delegation when appropriate. Invoke when user asks to interact with Jules, create sessions, check task status, or when tasks are suitable for async delegation.

Design and build modern UI components and pages using shadcn/ui. Creates clean, accessible interfaces with Tailwind CSS following shadcn principles. Use when building UI components, pages, forms, dashboards, or any interface work.

Kubernetes deployment patterns with Helm charts. Covers deployments, services, ConfigMaps, Secrets, Dapr sidecar injection, health probes, and resource management.

Documentation workflows for Workbench CLI. Use when creating or updating specs, ADRs, runbooks, guides, or general docs, and when syncing backlinks or change notes.

Vite + React template with TypeScript. Clone, setup, build, and deploy to Vercel or Netlify.

Use when implementing features from Jira tickets, PRDs, or user requirements. Orchestrates Research-Plan-Implement workflow with quality gates for hallucination, overengineering, and underengineering detection.

Context-aware development companion that knows your machine and adapts instructions accordingly.Central orchestrator for system administration - reads device profile, routes to specialists.Use when: installing tools, managing servers, setting up dev environments, coordinating any admin task.The skill adapts to YOUR preferences (uv over pip, scoop over winget, etc.)

Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Claude's capabilities with specialized knowledge, workflows, or tool integrations.