1. Software Development

Provides fact-driven codebase search using code-wide indexing, natural language queries, and CLI tools for precise keyword location in local repositories.

Configures multi-module Gradle projects with Hexagonal architecture, strict dependency rules, and integrated QA tools for robust development.

Provides best practice patterns for Supabase backend development including database queries, RLS, Edge Functions, and real-time features.

Provides implementation guidance for auto-completion features in prompt_toolkit, a Python library for building interactive command-line interfaces.

Provides information on prompt_toolkit key bindings, keyboard shortcuts, and mode-specific configurations (vi, emacs).

Provides utilities for composing terminal UI layouts using prompt_toolkit components like HSplit, VSplit, and Window for building interactive terminal applications.

Provides a deterministic scenario runner to capture agent outputs for development and testing purposes.

Automates correction of Soong build visibility errors by updating module visibility lists in Android build configurations.

Automates resolution of linker 'undefined reference' errors by identifying and adding missing library dependencies.

Declares agent capability statements within a bounded context for Domain-Driven Design architecture.

Pre-implementation validation framework ensuring ≥90% confidence by checking duplicates, architecture alignment, documentation, and root cause to prevent wasted development effort.

Searches codebases using abstract syntax trees to find and refactor patterns based on structure, not text.

Writes TypeScript and JavaScript code adhering to Metabase coding standards and best practices for development and refactoring.

Universal error handling, exception management, and logging best practices for multi-language development (JavaScript, TypeScript, Python, Rust, Go, Java).

Expertise in implementing REST controllers using Thin Controller pattern, CQRS separation, ResponseEntity<ApiResponse> wrapping, and mandatory @Valid validation.

Provides the YYText iOS library for advanced text rendering, layout, and attributed string support in mobile applications.

Builds create/edit forms with FormField components, integrated validation, and save patterns for efficient user input handling.

Offers best practices and patterns for implementing React Server Components in React applications.

Builds structured MobX models with BaseModel patterns, store integration, and validation for efficient state management.

Automates standardization of package.json scripts for Node.js projects, including build and cleanup tasks for TypeScript and Next.js.

Installs standard TypeScript Node.js dependencies including express, prisma, and tooling for rapid project initialization.

Executes AI-powered code reviews via CodeRabbit CLI with mandatory --prompt-only flag for analysis.

Creates Active Record database models adhering to Epic architecture patterns for standard CRUD operations on database tables.

Creates React components adhering to Epic architecture patterns (page, UI, data layers) for new implementations or refactoring, triggered by component creation commands.