1. Software Development

Manages developer workflow by listing pending pull requests requiring review and prioritizing daily development tasks.

Detects and resolves circular import dependencies in TypeScript/JavaScript, preventing runtime errors and undefined imports during development and testing.

Guides creation, updates, and comments on GitHub pull requests with focus on safety, material impact, and human reviewability.

Debugs server-side errors in Next.js, including getServerSideProps and getStaticProps, by analyzing server logs for issues invisible in browser consoles.

Offers React/TypeScript anti-pattern detection, debugging techniques, and quality assurance workflows for frontend development decisions.

Automates frontend testing setup and quality checks using Vitest, React Testing Library, and MSW for React applications.

Framework for selecting implementation strategies with meta-cognitive analysis, verification levels, and integration points to guide development decisions.

Provides test design principles, ROI calculation, and review criteria for integration and end-to-end testing.

Provides frontend development rules for React and TypeScript, covering type safety, component design, state management, and error handling.

Provides language-agnostic coding principles to improve maintainability, readability, and quality during feature implementation and code reviews.

Provides language-agnostic testing principles including TDD, coverage standards, and test design patterns for developers.

Fixes Prisma connection pool exhaustion errors in serverless environments by optimizing database connection management and configuration settings.

Reviews Python backend code for architecture, async performance, and logical correctness in FastAPI applications.

Delivers project-specific context including technology stack, implementation principles, and constraints to guide development activities.

Provides technical design guidelines for environment variables, architecture patterns, and build commands, triggered by relevant technical terms.

Clones websites into production-ready Next.js 16 code using Firecrawl MCP, enabling rapid replication of web pages and components.

Reviews Pytest and Jest test files for adherence to quality, coverage, and mocking standards, ensuring robust test suites.

Continues AI-powered code generation sessions in Claude Code by loading Codex session files, enabling seamless workflow resumption.

Reviews React/TypeScript code for UI logic, Tailwind patterns, and render performance in frontend applications.

Provides reliable RabbitMQ queue worker patterns in Go, including connection management, DLQ, retries, and graceful shutdown.

Discovers functions called by a specific function using GrepAI trace analysis.

Generates API mocks from HAR files for testing and Storybook using MSW, enabling realistic network simulation during development.

Integrates GrepAI with Cursor IDE via MCP to provide semantic code search capabilities, enhancing developer efficiency in code navigation and understanding.

Provides Go backend patterns for Shopify app development including OAuth, webhooks, GraphQL/REST APIs, App Bridge, and GDPR compliance.