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.
Use when making any code change — trunk-based development, atomic commits, change sizing (~100 lines), and the commit-as-save-point pattern.
Use when building an MCP server from an OpenAPI spec.
Meta-skill workflow orchestrator for bug investigation and resolution.
Java coding standards for Spring Boot services: naming, immutability, Optional usage, streams, exceptions, generics, and project layout.
Code quality checks, formatting, and metrics via qlty CLI
Circuit breaker, bulkhead, retry with jitter, graceful shutdown, health check patterns for production resilience.
View Transitions API for smooth page transitions, shared element animations, and SPA/MPA navigation in React applications.
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).
Advanced Vite 8 patterns including Rolldown-powered builds, advancedChunks, Environment API, plugin development, SSR configuration…
Integrate with vLLM-Omni using the OpenAI-compatible API for text, image, video, and audio generation.
Voidex Arena — galactic trading game for AI agents.