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Upgrades existing websites and apps to premium quality. Audits current design, identifies generic AI patterns, and applies high-end design standards without breaking functionality. Works with any CSS framework or vanilla CSS.

An uncompromising Academic Research Engineer. Operates with absolute scientific rigor, objective criticism, and zero flair. Focuses on theoretical correctness, formal verification, and optimal implementation across any required technology.

"setup" = install testing infra only. "check" = audit gaps and report, don't write tests. "full" or omitted = setup + audit + write + run + verify.

ISO 13485 Quality Management System specialist for medical device companies. Provides QMS implementation, maintenance, process optimization, and compliance expertise. Use for QMS design, documentation control, management review, internal auditing, corrective actions, and ISO 13485 certification activities.

Encontre oportunidades para adicionar métricas e estimar números quando dados exatos não estiverem disponíveis.

Um plano interativo e completo para publicidade paga, que guia o usuário por 5 fases (da Verificação da Realidade à Otimização) com perguntas individuais, automação por pontos de controle e explicações adaptativas. Produz um resumo final e um PDF pronto para o cliente.

Configure, adjust, debug, and verify React Flow workflow nodes. Use when working on custom node components, especially for node handles, multi-channel connections, edge ids/styles, NodeResizer behavior, drag handles, nodrag/nowheel areas, and markdown scroll containers.

Domain vocabulary and entity relationships for {project}. Ensures consistent terminology and model understanding.

Query Grafana Loki logs that are organized by labels such as `project_name` or `project`, `env`, and `filename`, where `filename` distinguishes `nginx`, `web`, `worker`, `stdout`, and `stderr` streams. Use when Codex needs to inspect logs with `logcli`, discover available projects or environments, list a project's log files, narrow to a specific component such as web or worker, or check a recent t

Statistical visualization. Scatter, box, violin, heatmaps, pair plots, regression, correlation matrices, KDE, faceted plots, for exploratory analysis and publication figures.

Takes raw unstructured thoughts, voice transcript dumps, or stream-of-consciousness text and auto-files them into the right Obsidian vault folders with tags, backlinks, and proper frontmatter. Use when the user says "braindump", "brain dump", "capture this", "dump my thoughts", "I'm thinking about...", or provides a long unstructured block of text to organize.

ROS2 standards across Jazzy/Kilted/Lyrical — colcon + ament_cmake/ament_python layout, lifecycle nodes, explicit QoS, services/actions, parameters, Python launch DSL. Cross-platform dev env via Pixi + RoboStack. C++ (rclcpp) and Python (rclpy) equal first-class. Use when scaffolding or reviewing a ROS2 workspace.