Synchronizes development intent with implementation to ensure code adheres strictly to defined specifications.
npm workspace monorepo workflow for Starwards - build order, module dependencies, watch mode, testing across modules, and avoiding common…
Guide SwiftUI app-structure decisions for Apple apps across `App`, scenes, commands, focus, environment, preferences, window and document…
Sync repo guidance for an existing native Apple app repository managed through Xcode when the user wants to add, merge, refresh, or align…
Expert guidance for building cross-platform desktop applications with Tauri 2.0 and Rust.
Review changed code for reuse, quality, and efficiency using a team of persistent named reviewers.
Build or evolve a complex agent-enabled Tutti workspace app repository.
Performance and hybrid architecture specialist - Masters C++/Blueprint continuum, Nanite geometry, Lumen GI, and Gameplay Ability System…
Implement computer vision features including text recognition (OCR), face detection, barcode scanning, image segmentation, object…
JSX syntax in Vue (e.g., class vs className, JSX plugin config).
Setup hybrid routing with native screen transitions in WebF - configure navigation using WebF routing instead of SPA routing.
ZX rendering techniques and patterns. Covers camera systems (follow, orbit), stencil buffer effects (portals, masks), billboard particles…
Apply production-ready patterns for Abridge clinical AI integration.
Use when adding a new `Memory*` tool to remindb's MCP server — symptoms include "expose X over MCP", "register a new tool with the SDK"…
Integrates Power Pages generative-AI summarization APIs (PREVIEW) into a Single Page Application (SPA) site — the Search Summary API and…
When to activate: FastAPI advanced patterns, middleware, lifespan, OpenAPI customization, rate limiting, CORS, file uploads
Agentica server + Claude proxy setup - architecture, startup sequence, debugging
Core Data for iOS persistence. Data models, fetch requests, background contexts, and SwiftData migration.
Applies language-agnostic and backend technical decision criteria, anti-pattern detection, debugging, and quality gates.
Expert guidance on Android native development — Kotlin idioms, Jetpack Compose UI, Room database, Hilt dependency injection, Coroutines…
Use when generating animated game sprites, creating sprite sheets, building character animations for 2D games, or needing consistent…