Reviews system architecture, service boundaries, and technical trade-offs with specialized enhancements for AEC, BIM, and GraphRAG systems.
Clinic-architecture-aligned iOS design system engineering for SwiftUI (iOS 26 / Swift 6.2) covering token architecture…
Provides React Native performance optimization guidelines for FPS, TTI, bundle size, memory leaks, re-renders, and animations.
Install AIWG-compatible packages from remote Git repositories into the current workspace
Patterns for building entity actors with Akka.Hosting - GenericChildPerEntityParent, message extractors, cluster sharding abstraction…
Critical Akka.NET best practices including EventStream vs DistributedPubSub, supervision strategies, error handling, Props vs…
Build NFT collection explorer and smart contract interaction with Alchemy.
Implement Alchemy Compute Unit (CU) rate limiting and request throttling.
This skill should be used when working on Godot Engine projects.
Interview the user about every decision branch in the plan until every node is resolved or explicitly deferred.
MCP Server Builder
Merge the winning agent's branch into base, archive losers, and clean up worktrees.
Scans codebases to identify, score, and prioritize technical debt for improved engineering health.
Create Gentle AI pull requests with issue-first checks.
Use when configuring Ameba rules and settings for Crystal projects including .ameba.yml setup, rule management, severity levels, and code…
Production-grade Android app development guide covering native (Kotlin/Java), cross-platform (Flutter, RN, KMM), and hybrid architectures.
Use when implementing MVVM, clean architecture, dependency injection with Hilt, or structuring Android app layers.
Clean Architecture patterns for Android and Kotlin Multiplatform projects — module structure, dependency rules, UseCases, Repositories…
Orchestrates Android development tasks including project creation, deployment, SDK management, and environment diagnostics using the…
Jetpack Compose mechanics: what belongs in an effect rather than the composable body, how state is hoisted and remembered, and what makes…
Android architecture and platform decisions: where state lives, what survives process death, what work leaves the main thread, and what…