Veeva Vault debug bundle for REST API and clinical operations.
Vehicle simulation skill for wheel colliders, suspension, and aerodynamics.
Install and configure Vendo (the embedded product agent) in a host repo.
MANDATORY pre-flight check before answering any question or writing any code related to Meta Quest VR headsets (Quest 2, Quest 3, Quest…
Semantic version parsing, bump strategies, and document version management.
Use when a Godot/.NET task needs a Layer 4 overlay upgrade review that evaluates engine, SDK, C# compatibility, addons/plugins, export…
Use when designing APIs or module boundaries — contract-first, Hyrum Law, error semantics.
API design, versioning, testing, schema validation, and contract testing patterns for REST and GraphQL APIs.
Backend architecture patterns, API design, database optimization, and server-side best practices for Node.js, Express, and Next.js API…
Django architecture patterns, REST API design with DRF, ORM best practices, caching, signals, middleware, and production-grade Django apps.
Pythonic idioms, PEP 8 standards, type hints, and best practices for building robust, efficient, and maintainable Python applications.
Circuit breaker, bulkhead, retry with jitter, graceful shutdown, health check patterns for production resilience.
Use when making any git commit. Always pass why the changes were made as the argument; when no reason was stated, pass the request that…
Create, manage, and validate Python virtual environments.
Build virtualized data tables with @virtuoso.dev/data-table.
Build chat, messaging, and AI conversation UIs with @virtuoso.dev/message-list.
Architecture and scaffold for production-grade instrument driver packages (PyVISA/SCPI or any transport).
Vision framework API, VNDetectHumanHandPoseRequest, VNDetectHumanBodyPoseRequest, person segmentation, face detection…
subject segmentation, VNGenerateForegroundInstanceMaskRequest, isolate object from hand, VisionKit subject lifting, image foreground…
subject not detected, hand pose missing landmarks, low confidence observations, Vision performance, coordinate conversion, VisionKit…
Automate Dungeon Fighter Online tasks via Rube MCP (Composio).