1. Software Development

Identifies and removes unnecessary abstractions in codebases to prevent over-engineering during reviews and refactoring.

Enables feature development through type definitions, Storage API integration, and business logic implementation during code writing.

Analyzes major version upgrades and writes migration recommendations to tmp/UPGRADES.md for dependency management.

Reviews existing test suites for coverage gaps, code quality, and common errors to ensure robust and maintainable test automation.

Guides controller implementation for complex multi-step workflows, reservation systems, and state management patterns.

Guides teams through integration optimization by addressing output contracts, breaking changes, service registry updates, and integration tests during service modifications or phase transitions.

Generates clear, structured commit messages (subject and body) for Git commits, enhancing code change documentation and collaboration.

Generates a checklist for reviewing software architecture design documents to support technical committee evaluations and design self-assessment.

Automates common Git tasks including feature branch creation, merged branch cleanup, and interactive rebasing for streamlined development workflows.

Provides a development guide for Chrome extensions (Manifest V3) covering tabCapture, Content Scripts, Service Worker, and Offscreen Document implementation.

Guides Flutter widget testing patterns including BLoC state management, user interactions, and material app setup for UI component validation.

Provides Vercel-engineered performance optimization guidelines for React and Next.js code, covering components, data fetching, and bundle efficiency.

Provides an MCP server for resolving software libraries and fetching up-to-date documentation and examples from Context7, streamlining development workflows.

Prevents linter errors and enforces code quality standards during development and code reviews.

Guides creation, modification, and styling of mobile app UI components for Expo and React Native applications.

Guides Bluetooth Low Energy (BLE) implementation including device discovery, background scanning, and power optimization for Android and iOS platforms.

Teaches core Python development principles including framework selection, async patterns, type hints, and project structure to foster thoughtful coding practices.

Standardizes service patterns including constructor injection, error handling, logging, and service communication for consistent backend service development and refactoring.

Enforces Clean Architecture layer separation (core, data, domain, presentation) for organizing code and ensuring proper dependency direction in new feature development.

Enables local fetching, previewing, testing, and merging of GitHub pull requests to evaluate code changes before integration.

Guides API design decisions including REST, GraphQL, and tRPC selection, response formats, versioning, and pagination strategies.

Generates standardized test templates for unit, widget, integration, and service tests to maintain project consistency and reduce boilerplate.

Guides implementation of bank parsers to extract mortgage rates from Colombian banks including BBVA, Caja Social, AV Villas, and Itaú.

Provides core principles for 3D game development including rendering, shaders, physics, and camera systems.