CI/CD

Use when someone has basic awareness of animation principles and wants to start applying them in simple projects

Apply RICE, ICE, or MoSCoW scoring to prioritize features. Use when deciding what to build first, during backlog grooming, or when product-manager needs to rank items.

Create Architecture Decision Records (ADRs) documenting significant technical decisions for the FF Analytics platform. This skill should be used when making architectural choices, evaluating alternatives for data models or infrastructure, documenting trade-offs, or when the user asks "should we use X or Y approach?" Guides through the ADR creation workflow from context gathering to documentation.

Guide for implementing Google Cloud SDK (gcloud CLI) - a command-line tool for managing Google Cloud resources. Use when installing/configuring gcloud, authenticating with Google Cloud, managing projects/configurations, deploying applications, working with Compute Engine/GKE/App Engine/Cloud Storage, scripting gcloud operations, implementing CI/CD pipelines, or troubleshooting Google Cloud deployments.

Setup automated deployment with GitHub Actions, ghcr.io, and Portainer webhooks. Supports Traefik reverse proxy and multi-service Docker Compose. Use when user wants to setup CI/CD, deployment, or Portainer integration.

Use when creating or editing skills, before deployment, to verify they work under pressure and resist rationalization - applies RED-GREEN-REFACTOR cycle to process documentation by running baseline without skill, writing to address failures, iterating to close loopholes

CellChat cell-cell communication analysis toolkit - complete documentation with precise file name-based categorization

Optimize input context for AI consumption using context engineering principles. Use when: (1) User wants to optimize content for AI/Claude explicitly, (2) User invokes with --foryou flag.

Execute complete build pipeline with dead code detection, formatting, linting, type checking, testing, and production build. Use when the user mentions building, running the full pipeline, checking code quality, or preparing for deployment. Auto-triggers on phrases like "build the project", "run all checks", "prepare for production", or "validate code quality".

Kubernetes deployment patterns including Deployments, Services, Ingress, ConfigMaps, Secrets, resource management, health checks, and horizontal pod autoscaling. Covers kubectl commands, YAML manifests, and GitOps workflows. Use when deploying to Kubernetes, managing containers, setting up services, or troubleshooting pod issues.

Manages a local knowledge base for storing, retrieving, updating, and organizing structured knowledge entries about methodologies, client systems, tools, and other topics with zero hallucinations

Work with ArcGIS Utility Networks for modeling and analyzing connected infrastructure. Use for network tracing, associations, and utility asset management.

Review architecture decisions and code changes against documented architecture principles. Use this skill before implementing new features or refactoring existing code to ensure compliance with layer boundaries, separation of concerns, and design patterns. Should be invoked when user requests "architecture review" or before making significant changes.

Build AI applications on Azure using Azure OpenAI, Cognitive Services, and ML services with enterprise patterns

Designs deliberate practice exercises applying evidence-based learning strategies like retrievalpractice, spaced repetition, and interleaving. Activate when educators need varied exercise types(fill-in-blank, debug-this, build-from-scratch, extend-code, AI-collaborative) targeting learningobjectives with appropriate difficulty progression. Creates exercise sets that apply cognitivescience principles to maximize retention and skill development. Use when designing practiceactivities for Python concepts, creating homework assignments, generating problem sets, orevaluating exercise quality.

ONLY trigger this skill when the user EXPLICITLY asks for MCP-based testing:**Required triggers (ALL must mention "MCP" explicitly):**- "test connector with mcp"- "test mcp connector"- "test [provider] with mcp"- "use mcp to test [provider]"- "run mcp connector test"- "mcp test for [provider]"**DO NOT trigger for:**- Generic "test the connector" requests (use stackone run / test_actions instead)- "test [provider]" without explicit MCP mention- Regular validation or testing requests- Any testing that doesn't explicitly mention MCPThis skill builds a REAL agent with Claude Agent SDK that sends natural language prompts to evaluate if action descriptions are agent-friendly. It's more intensive than regular testing and should only be used when explicitly requested.

just is a handy command runner for saving and running project-specific commands. Features include recipe parameters, .env file loading, shell completion, cross-platform support, and recipes in arbitrary languages. This skill is triggered when the user says things like "create a justfile", "write a just recipe", "run just commands", "set up project automation with just", "understand justfile syntax", or "add a task to the justfile".

Python development standards including pytest, ruff, black, and mypy. Use when working with Python files, tests, or dependencies.

Build Next.js 16 apps with App Router, Server Components/Actions, Cache Components ("use cache"), and async route params. Includes proxy.ts (replaces middleware.ts) and React 19.2.Use when: building Next.js 16 projects, or troubleshooting async params (Promise types), "use cache" directives, parallel route 404s (missing default.js), or proxy.ts CORS.

Use this skill when modifying or creating pages, understanding page-specific features, layouts, and functionalities. Contains detailed information about all main pages (Educação, Recursos, Notícias, Doações).