DevOps

AI-powered enterprise MCP (Model Context Protocol) server development orchestrator with Context7 integration, intelligent code generation, automated architecture design, and enterprise-grade server deployment patterns for advanced LLM service integration

Use when you have architecture documentation from system-archaeologist and need critical assessment, refactoring recommendations, or improvement prioritization - routes to appropriate architect specialist skills

search the web for information when user explicitly requests web searches, by identifying the nature of the request and delegating to appropriate subagents (@code-researcher for documentation/code examples, @web-researcher for general information)

Skill para CRIAR novas integracoes com Odoo. Cobre lancamento de CTes, despesas extras e documentos fiscais seguindo o processo de 16 etapas. Use quando precisar IMPLEMENTAR novos fluxos de lancamento ou MODIFICAR existentes. Para CONSULTAS use a skill rastreando-odoo.

This skill should be used when choosing between flags, settings, or files for data storage, implementing document flags, registering module settings, handling file uploads, or migrating data between storage types. Covers namespacing, scope types, and performance optimization.

Write self-documenting code with minimal, evergreen comments that explain complex logic without documenting changes or temporary fixes. Use this skill when adding comments to any code file. When deciding whether code needs a comment or should be made more self-explanatory. When writing comments for complex algorithms or business logic. When tempted to add comments about recent changes, fixes, or TODOs. When reviewing existing comments for relevance and accuracy.

Clean Architecture and Cosmic Python guidance for well-tested, layered Python systems. Use for designing Python projects with layered architecture (models, adapters, services, entrypoints), enforcing Clean Code and SOLID principles, testing strategies (unit tests, BDD, Gherkin), CI/CD setup (pytest, tox, importlinter), and architectural decision-making (ADRs). Applicable to systems requiring strict boundary enforcement, clean separation of concerns, and comprehensive test coverage.

Generate LMS-ready packages in SCORM, Canvas, Moodle formats with proper structure, sequencing, and grade passback. Use when exporting to LMS, creating SCORM packages, or preparing Canvas/Moodle imports. Activates on "export to LMS", "create SCORM", "Canvas package", or "Moodle export".

Manage your Ridwell recycling account - check upcoming pickups, opt in/out of pickup events, view special/rotating categories, and answer questions about what items Ridwell accepts. Use when the user asks about Ridwell pickups, recycling categories, item classification, or wants to manage their Ridwell service.

Look up Microsoft API references, find working code samples, and verify SDK code is correct. Use when working with Azure SDKs, .NET libraries, or Microsoft APIs—to find the right method, check parameters, get working examples, or troubleshoot errors. Catches hallucinated methods, wrong signatures, and deprecated patterns by querying official docs.

This is a new rule

dbt (data build tool) patterns for data transformation and analytics engineering. Use when building data models, implementing data quality tests, or managing data transformation pipelines.

Generate production-ready Docker configurations for .NET APIs with multi-stage builds, Alpine optimization, layer caching, and build scripts. Use when containerizing .NET applications, creating Dockerfiles, or optimizing existing Docker setups.

Complete browser automation with Playwright. Auto-detects dev servers, writes clean test scripts to /tmp. Test pages, fill forms, take screenshots, check responsive design, validate UX, test login flows, check links, automate any browser task. Use when user wants to test websites, automate browser interactions, validate web functionality, or perform any browser-based testing.

Master Kubernetes for managing containerized applications at scale.

Get all unique values for a specific frontmatter field. Triggers on "field values", "unique values for", "what X values exist", "list all X".

Build and deploy this Next.js LangChain agent application. Use when building, deploying, or preparing the project for production.

Assists in writing high-quality content by conducting research, adding citations, improving hooks, iterating on outlines, and providing real-time feedback on each section. Transforms your writing process from solo effort to collaborative partnership.

Domain-specific configuration profiles for learning resource creation. Defines search strategies, special fields, terminology policies, and content structures for different academic domains: technology, history, science, arts, and general. Use when researcher or writer agents need domain-adapted behavior.

Ruby on Rails 8 and Ruby 3.2 backend development. Use when working on Rails applications, API development, ActiveRecord models, database migrations, service objects, serializers, RSpec testing, or Ruby code optimization. Triggers on Rails-specific patterns like controllers, models, migrations, jobs, concerns, serializers, and Rails configuration.