Audits DDD aggregate design rules. Checks single transaction boundary, identity by root, invariant enforcement, small aggregates, and…
Generates DDD Aggregates for PHP 8.4. Creates consistency boundaries with root entity, domain events, and invariant protection. Includes…
Run a comprehensive health check on the AIWG installation and workspace with pass/fail diagnostics and remediation steps
Implement AlarmKit alarms and countdown timers for iOS and iPadOS with Lock Screen, Dynamic Island, StandBy, and paired Apple Watch system…
Backlog triage protocol for Engram: audit open issues and PRs, classify each item, infer maintainer ideology from comments, and produce an…
Handle money and numeric precision correctly with the Alpaca API — numbers-as-strings on the wire, decimals vs floats, rounding/truncation…
Production-grade Android app development guide covering native (Kotlin/Java), cross-platform (Flutter, RN, KMM), and hybrid architectures.
Suede Labs Android app factory: plan, build, test, and release a production-grade native Android app from a product idea through Google…
Authoritative rules and patterns for production-quality Kotlin Coroutines onto Android.
Analyzes Firebase Crashlytics stack traces to automate triage, identify root causes, and suggest code fixes for Android applications.
Operate Android device capabilities with device_status and device tools, including permissions, location, URL open, share, and settings…
Guides Android app development with Kotlin including creating Activities, Fragments, ViewModels, Jetpack Compose UI, Navigation, Gradle…
Angular development patterns including modules, components, services, dependency injection, signals, and enterprise architecture.
Modernizes Angular code such as components and directives to follow best practices using both automatic CLI migrations and…
Implement Claude API reference architectures for common use cases.
Generates DDD Anti-Corruption Layer for PHP 8.4.
Create pull request from increment feature branch.
Master Godot 4 GDScript patterns including signals, scenes, state machines, and optimization.
Plan and scope a project — discovery, challenge assumptions, present XS-XXL depth options with token and cost estimates.
Enforces robust REST API response structures and prevents common design pitfalls during development and downstream data generation.
Generate API documentation from source code with JSDoc and OpenAPI support