1. Software Development

Generates idiomatic Go code with concurrency (goroutines, channels), proper error handling, and Go patterns for refactoring and performance optimization.

Architects efficient GraphQL APIs with optimized schemas, resolvers, and federation to solve performance issues like N+1.

Scans codebases for database performance anti-patterns including N+1 queries and inefficient connection handling.

Automates execution and debugging of language-agnostic test suites to validate code, prevent regressions, and repair failures with coverage validation.

Ensures consistent use of project-specific frameworks, languages, and tools across all development tasks to maintain architectural integrity and avoid tech debt.

Designs and implements RESTful API endpoints with proper resource naming, HTTP methods, versioning, and response formatting.

Provides centralized error handling for APIs and applications, ensuring user-friendly messages, resource cleanup, and graceful degradation during failures.

Helper functions for memory management in BMAD-style agents, enhancing state handling and agent efficiency.

Provides comprehensive client and server-side input validation with clear error feedback to ensure data integrity, security, and consistent user experience across application entry points.

Creates reusable, composable UI components for React, Vue, and Svelte, focusing on architecture, state management, and documentation best practices.

Manages soft-deleted entities in Jmix applications, enabling visibility toggles and bypassing deletion filters in queries.

Creates responsive layouts for mobile, tablet, and desktop using CSS media queries and relative units.

Builds accessible frontend interfaces using semantic HTML, ARIA, keyboard navigation, and color contrast to ensure usability for all users including those with disabilities.

Deep QA process for software testing, including coverage analysis, edge case validation, and automated report generation.

Generates structured code for Claude extensions including slash commands, subagents, and skills based on user requirements and best practices.

Creates production-ready Supabase database migrations with strict conventions, idempotent SQL, and RLS policies for schema and storage changes.

Provides best practices for writing secure, performant database queries using SQL, ORM, and query builders with emphasis on security, optimization, and avoiding N+1 issues.

Enforces standard development practices for project structure, version control, documentation, and team collaboration to ensure consistency and efficiency.

Manages database schema evolution through safe, reversible migrations for backend applications, supporting zero-downtime deployments and backwards compatibility.

Enforces consistent coding standards across the entire project, including naming, structure, formatting, and refactoring for readability and maintainability.

Defines and structures database models and entities using best practices, including relationships, validations, and data types for ORM and schema management.

Defines step-by-step processes for feature implementation, session management, and commit workflow within a developer agent's development lifecycle.

Generates efficient C code with proper memory management, pointer arithmetic, and system calls for embedded systems and kernel modules.

Retrieves Unity Console logs via uloop CLI for debugging runtime issues, checking errors, and investigating unexpected behavior in Unity Editor.