Django architecture patterns, REST API design with DRF, ORM best practices, caching, signals, middleware, and production-grade Django apps.
Use Protocol for structural subtyping (duck typing with type hints): Use dataclass for data transfer objects and value objects: Use…
Thread-safe data persistence in Swift using actors — in-memory cache with file-backed storage, eliminating data races by design.
Use the Printing Press companion for AgentPool to inspect official capacity signals, run privacy-safe diagnostics, and delegate to the…
High-performance adaptive goroutine pool for Go with auto-scaling via Little's Law, sliding-window rate statistics, chunked overflow…
Chat with the Pinion AI agent. Send a messages array, get an AI response with web search. Costs $0.01 USDC via x402.
AI-assisted pull request review workflow for Azure DevOps Git repositories.
Seamlessly use AI SDK inside your oRPC projects without any extra overhead.
Check the project for AI slop across language, code, UI, and configuration.
Decompose a building or architectural scene reference into independent AI3D-ready building component five-view packages.
Create consistent AI3D-ready five-view human, body-module, or head-module reference images with rigging-friendly A-pose recommendation for…
Create five consistent front-view design variants from exactly one prop reference: one standardized prototype and four controlled shape…
Create consistent AI3D-ready five-view reference images for exactly one prop, detachable accessory, or separable character part at a time.
Extract scene-matching front-view transparent PNG billboard assets from reference images, optionally import them into a specified Unity…
Create pull requests for esphome/aioesphomeapi.
Debug issues specific to mobile applications including platform-specific problems, device constraints, and connectivity issues.
Implement offline-first mobile apps with local storage, sync strategies, and conflict resolution.
Streamlines Unity C# development through symbol-based code editing, scene manipulation, and automated testing using the unity-mcp-server.
Commit, push, and open a pull request on GitHub
/aleph - External memory workflow for large local data.
Creates well-structured GitHub issues for the MCPSpy project using the gh CLI tool.