Provides LangChain4j patterns for implementing MCP (Model Context Protocol) servers, creating Java AI tools, exposing tool calling…
Use when implementing localization (i18n/l10n) — TranslationServer, CSV/PO translation files, locale switching, RTL support, and…
Use when a user asks for ROI, stakeholder justification, delivery impact, or defect-risk reduction from improving Code Health in a file.
Migration guide for developers moving from Google Maps Platform to Mapbox GL JS, covering API equivalents, pattern translations, and key…
Official integration patterns for Mapbox Maps SDK on iOS.
Integration patterns for Mapbox MCP Server in AI applications and agent frameworks.
Complete Meteora DeFi SDK suite for building liquidity pools, AMMs, bonding curves, vaults, token launches, and zap operations on Solana.
Full-stack backend architecture and frontend-backend integration guide.
Remote control tmux sessions for interactive CLIs (python, gdb, etc.) by sending keystrokes and scraping pane output.
Mobile app development guide — React Native, Flutter, Expo for cross-platform.
Toolkit for mobile app testing using Maestro MCP.
Produce a mobile feature spec — user story, technical approach, component breakdown, platform-specific considerations, edge cases.
Automates multi-platform code standardization and generates comprehensive technical documentation within WPS Notes.
Core myfy patterns and conventions for building applications.
Suggest better variable, function, and class names based on context and conventions.
Always-on guardrail for .NET MAUI API currency.
Refactor an existing Unity C# script — improve structure, extract methods, apply patterns, fix anti-patterns.
Use when developing in Unreal Engine 5 — building game systems in C++ or Blueprints, implementing GAS abilities, optimizing Nanite or…
Node.js backend expert. PROACTIVELY use when working with Express, NestJS, Fastify, Node.js APIs. Triggers: nodejs, express, nestjs…
Optimize Notion API performance with caching, batching, parallel requests,
AIWG-specific pull request delivery workflow for AIWG product/workspace changes; not the generic repository PR process