CI/CD

Target backend architecture for Lingx. DDD-lite patterns with services, result objects, use cases, and error handling. Use when implementing backend features, reviewing code, or making architectural decisions.

Mandatory design system guidelines for shadcn/ui with Tailwind v4. Enforces 4 font sizes, 2 weights, 8pt grid spacing, 60/30/10 color rule, OKLCH colors, and accessibility standards. Use when creating components, pages, or any UI elements. ALL agents MUST read and validate against design system before generating code.

Best practices for reliable terminal command execution and output capture. Use this skill when running shell commands, especially in environments like WSL where output might be truncated or lost, to ensure results are properly captured and inspected.

Decompose complex questions into 4-6 parallel investigations with different perspectives, synthesize into phased decision framework. Use when facing architecture decisions with multiple unknowns in crypto/trading data platforms.

Manage GitHub Actions workflows using gh CLI. Use to check CI status, view run logs, analyze failures, and rerun workflows.

This skill should be used when enhancing FHIR meeting minutes by synthesizing transcript discussion into Confluence pages, capturing reasoning and trade-offs with XML DOM manipulation

Configura linting automático com pre-commit hooks e CI/CD para projetos Python

AI-powered enterprise MCP (Model Context Protocol) server orchestrator with intelligent plugin management, predictive optimization, ML-based performance analysis, and Context7-enhanced integration patterns. Use when creating smart MCP systems, implementing AI-driven plugin discovery, optimizing MCP performance with machine learning, or building enterprise-grade server architecture with automated compliance and governance.

Ansible automation safety practices. Enforces check-mode-first workflow. Use when working with playbooks, roles, or inventory files.

GitHub Actions, GitLab CI, Jenkins, and automated deployment workflows.

Implements Anthropic's Orchestrator-Workers pattern where a central LLM dynamically breaks down complex tasks, delegates to specialized worker LLMs, and synthesizes results. Use for open-ended problems where subtask number and nature are unpredictable. Ideal for complex projects (0.7+ complexity) requiring adaptive planning.

Bundle size optimization including tree shaking, code splitting, and dependency analysis. Use when reducing bundle size.

Complete Design System Reverse Engineering (DSRE) + Functional Cloning CLI - Extract visual design (tokens, assets) AND functional behavior (workflows, state machines, business rules) from any web application

Create psychologically compelling, accessibility-grounded frontend interfaces using avant-garde design concepts not yet mainstream in 2025. Integrates shadcn registries, experimental layout systems beyond traditional grids, and design patterns that elicit visceral "WOW" responses. Use when building React/Next.js components, landing pages, dashboards, or any interface requiring distinctive visual identity with biomorphic aesthetics, kinetic typography, soft tactile UI, or computational organic forms. Triggers on requests for unique design systems, custom shadcn themes, registry integration, or when users want interfaces that feel genuinely designed rather than templated.

Intelligent POC-to-production code extraction with architectural awareness. Analyzes dependencies, adapts patterns, makes extraction strategy decisions (copy/adapt/rewrite), maintains system coherence. Performs pre-extraction analysis, transformation reasoning, quality gate enforcement, evidence-based commits. Use when extracting code requires understanding architecture, adapting patterns, threading parameters, or maintaining coherence across modules. Triggers on understand and extract, analyze dependencies, adapt pattern, extraction strategy, architectural extraction, intelligent migration.

Transform one piece of content into multiple platform-optimized formats while maintaining brand consistency, strategic coherence, and cultural awareness. Supports 20+ platforms across social media, business communications, and specialized formats with multi-language adaptation (English, Portuguese, Spanish).

プロトコル指向設計の支援。Protocol拡張、Associated Types設計、依存性注入パターンを提案。「プロトコルを設計して」「依存性注入を実装して」で使用。

Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, whether in Python (FastMCP) or Node/TypeScript (MCP SDK).

Takes user stories and enriches them with implementation details, patterns, and file references. Spawns architect to add API endpoints, database models, component names, and cross-cutting concerns. Use when converting high-level stories to architecture-annotated specifications ready for execution.

Format recipes using Cooklang markup syntax. Use when creating, editing, or converting recipes to Cooklang format. Covers ingredients, equipment, timers, metadata, and file organization.