1. Software Development

Guides developers in building high-quality MCP servers for LLMs to interact with external services using Python (FastMCP) or Node/TypeScript (MCP SDK).

Automates creation of backend controller code for CRUD API endpoints, accelerating database interaction implementation.

Generates C++ and Python code from Protocol Buffer definitions, including gRPC service stubs and client/server implementations.

Deprecated utility for initializing Git worktrees, now obsolete as the CLI is available via npm without setup requirements.

Offers complete implementation templates for Android pull-to-refresh (SmartRefreshLayout) and TabLayout+ViewPager2, loading only when required for performance.

Assists in implementing modern SwiftUI patterns for iOS 17+, including architecture, navigation, and accessibility features.

Accelerates development and launch of micro-SaaS applications through integrated best practices, monetization, and deployment workflows.

Provides TypeScript code conventions for types, interfaces, assertions, and type safety to enhance code quality and maintainability.

Provides type-safe IPC communication between Electron main and renderer processes using Hono RPC, enabling HTTP-like API routing for inter-process communication.

Provides testing utilities for OpenHarmony applications using JsUnit, UiTest, and PerfTest frameworks to simulate UI interactions and measure performance.

Provides systematic diagnostics for Swift iOS/macOS issues: NavigationStack, build failures, and memory problems.

Enables programmatic manipulation of Microsoft PowerPoint presentations via Aspose.Slides.NET library with modern C# patterns for .NET application integration.

Automates code review by collecting file modifications and task status for submission. Reviews latest commit when workspace is clean.

Performs focused code reviews for obvious defects, providing clear approval or rejection with minimal feedback.

Manages end-to-end (E2E) test specifications, enabling developers to update and maintain test cases efficiently.

Core rules for Android feature development covering architecture, MVI pattern, Base classes, Adapter, and network requests.

Provides consistent coding conventions and style guidelines for Svelte component development in .svelte and .svelte.ts files.

Enables implementation of iOS 26 features including Liquid Glass, SwiftUI APIs, WebView, and Chart3D, with deployment and backward compatibility for iOS 17/18.

Senior expert for Neuron AI framework, specializing in building, debugging, and scaling AI-driven PHP applications with agents, RAG, and multi-LLM integrations for Laravel and Symfony.

Automates error pattern analysis and knowledge base updates to prevent recurring issues in software development.

Analyzes Playwright BDD/Cucumber test quality, evaluating feature files, step reusability, and scenario coverage for E2E tests.

Provides comprehensive patterns for writing and improving shell script tests using Bats, including fixtures, mocking, and CI/CD integration.

Creates a pull request for the current branch associated with an issue in version control systems.

Enables safe concurrent programming in Swift using async/await, actors, and Task management for efficient asynchronous operations.