DevOps

Autonomous homelab operations using OODA loop (Observe, Orient, Decide, Act) - use when reviewing system state, planning autonomous actions, or investigating operational issues

Phoenix controllers, JSON APIs, Channels, and Presence on the BEAM. Covers routing, plugs, versioned APIs, Ecto-backed contexts, PubSub broadcasting, Presence tracking, authentication, testing, telemetry, and deployment considerations.

Manage development tasks via md-task-mcp MCP server. Use when user asks about tasks, projects, or task management.

Creates and edits Excel spreadsheets with formulas, formatting, and financial modeling standards. Use when working with .xlsx files, financial models, data analysis, or formula-heavy spreadsheets. Covers formula recalculation, color coding standards, and common pitfalls.

Start the backend (FastAPI/uvicorn) and frontend (Vite) development servers. Use when user mentions "start dev", "run servers", "launch app", "start the app", or needs to run the application locally.

Create encrypted, verifiable backups with proof receipts (BLAKE3 + ROOT.txt) and mandatory restore drill. Uses age encryption for modern, simple UX. Designed for sovereign EU infrastructure. Use after node-hardening completes. Triggers: 'backup node', 'encrypted backup', 'create backup', 'restore drill', 'generate proof receipts', 'verify backup', 'backup with proof'.

Gera prototipos React (SPA) visuais completos num unico ficheiro HTML. Utiliza Tailwind e shadcn/ui. Ideal para visualizar dashboards do PCA Camocim.

Implement Scrapy pipeline patterns for data processing, validation, cleaning, and storage when processing scraped items. Automatically creates pipelines for common data workflows including CSV, JSON, database export, and data transformation.

ASCE/SEI 74-23 GFRP 구조설계 표준(Specification, Commentary)을 검색하고 구조계산을 수행하며, 설계 워크플로우를 제공합니다. GFRP 복합재료 설계, 펄트루전, 직교이방성, 환경조정계수, 시간효과계수, 연결부 설계 관련 질문에 즉시 활성화되며, 공식 추출, 물성값 조회, 환경보정, 연결부 다중파괴모드 계산을 지원합니다.

Cria e configura um ambiente de desenvolvimento Docker para NestJS com hot-reload, Dev Containers, e zero dependências no host.

Master the uv package manager for fast Python dependency management, virtual environments, and modern Python project workflows. Use when setting up Python projects, managing dependencies, or optimizing Python development workflows with uv.

Use when working with OpenAPI Specification files to validate, create/modify paths and schemas, check references, and enforce best practices

Orchestrator AI-specific Git conventions and standards. Branch naming, commit workflow, repository organization. CRITICAL: Follow conventional branch names, use conventional commits, maintain clean git history.

Create custom Semgrep rules for vulnerability detection. Use when writing new rules for specific vulnerability patterns, creating org-specific detections, or building rules for novel attack vectors discovered during bug bounty hunting.

Universal React/Next.js frontend expert. Handles shadcn/ui components, Tailwind CSS, Server/Client Components, anti-duplication checks. Auto-activates on keywords "frontend", "UI", "component", "page", "shadcn", "React", "Next.js" or paths app/**, components/**.

Automate QuantConnect cloud backtesting workflow with GitHub integration. Push strategies to QuantConnect cloud, execute backtests, wait for completion, and retrieve performance metrics. This skill should be used when running backtests on QuantConnect cloud or testing trading strategies.

Deploys new containerized services to the Superbloom K3s cluster using Flux GitOps with bjw-s app-template, Authelia forward auth, Caddy reverse proxy, and DDNS

React 19 features including Server Components, Actions, and use() hook. Use when building modern React applications.

Use when designing animations for social platforms, messaging apps, content sharing, or community features

Process unstructured brain dumps, transcripts, and stream-of-consciousness notes into structured knowledge base content. Use when converting raw ideas, meeting notes, or recorded thoughts into organized documentation.