1. Software Development

Optimizes mobile application performance through hardware-aware techniques, offline-first architecture, and efficient battery/memory management.

Provides best practices for GraphQL and Apollo Client usage to prevent common errors in development projects.

Provides expert guidance for integrating third-party APIs with best practices in authentication, error handling, and security, including OAuth and webhook management.

Automates Architecture Decision Record (ADR) creation using the OODA loop to formalize technical trade-offs and system design blueprints before implementation.

Provides CLI tools for Svelte 5 documentation lookup and code analysis to assist in creating and editing Svelte components and modules.

Refines AI-generated Laravel code by identifying errors, gaps, and suggesting improvements while adhering to coding style guides.

Provides safe and accurate code file operations including partial replacement, appending, and line-specific insertion to prevent syntax errors.

Provides Go-specific control flow idioms for conditionals, loops, and switch statements.

Reviews TDD implementation plans to ensure test coverage of specifications, architectural compliance (e.g., Clean Architecture), and feasibility of proposed test scenarios.

Spawns background worker processes to handle concurrent tasks in application code.

Guides TypeScript developers in implementing Robert C. Martin's Clean Code principles for writing, reviewing, and refactoring maintainable code.

Provides Vue/Nuxt component library integration for accessible UIs, forms, data tables, and charts using Tailwind and Reka UI components.

Manages GitHub issues including creation, updates, and workflow management through the GitHub API for development teams.

Refactors Python code to enhance maintainability and quality without altering behavior, emphasizing type safety, PEP 8 compliance, and structural improvements.

Step-by-step guide for integrating Lenis smooth scrolling library into Next.js or React applications.

Provides best practices for integrating Rive animations in React applications using the official Rive React package and hooks.

Creates and maintains a single source of truth (SSOT) for system architecture, aligning codebase with design maps to support domain modeling and Architecture Decision Records (ADR).

Performs pre-execution static analysis on AI-generated code changes to identify issues before commit, deployment, or execution.

Automates Python code quality checks including type safety, style enforcement, and test validation to ensure robust code before integration.

Integrates Recur's entitlements API to manage user access control, subscription checks, and premium feature gating in applications.

Verifies system context accuracy against real code by checking integrations, C4 abstraction levels, and Mermaid diagram-text alignment.

Automates creation of detailed technical specifications from high-level design documents for immediate developer implementation and TDD readiness.

Plans TDD implementation by mapping specifications to layers, defining test scope, and designing Red-Green-Refactor scenarios for efficient code development.

Generates Jimmer ORM entity mappings, DSL queries, and association configurations for Java/Kotlin backend applications.