Advanced distributed patterns - event sourcing, CQRS, saga, stream processing, append-only log, exactly-once delivery, sequencer…
When to activate: design patterns in Python, dependency injection, factory pattern, observer, command, strategy
Advanced React Flow patterns for complex use cases.
Git commit patterns, formats, and conventions for GSD methodology.
REST API design patterns including resource naming, status codes, pagination, filtering, error responses, versioning, and rate limiting…
Production-ready Dart and Flutter patterns covering null safety, immutable state, async composition, widget architecture, popular state…
Audits DDD aggregate design rules. Checks single transaction boundary, identity by root, invariant enforcement, small aggregates, and…
Connect an external agent host, framework, tool, or specialist engine to Agoragentic governance and receipts.
Core Swift language patterns, optionals, closures, protocols, generics, and modern Swift features.
SwiftUI UI patterns, state management, navigation, animations, and performance optimization.
Integrates Alchemy blockchain APIs using an API key.
Use when implementing AI movement — NavigationAgent2D/3D, steering behaviors, behavior trees, and patrol patterns
Backend AI functionality with Vercel AI SDK v5 - text generation, structured output with Zod, tool calling, and agents.
Submit a bug report, feature request, or feedback to the AIWG GitHub repository — prefills system context automatically
Optimize Alchemy API costs through CU budgeting, caching, and plan selection.
Handle Algolia rate limits and throttling: per-key limits, indexing
Analyze unfamiliar codebases systematically to produce subsystem catalog entries - emphasizes strict contract compliance and confidence…
Implements robust, production-ready networking layers for Android applications using Retrofit and OkHttp.
Reverse engineers Android APK files to disassemble, modify, and rebuild applications for analysis or localization.
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…