1. Software Development

Guides Python development principles including framework selection, async patterns, type hints, and project structure for thoughtful coding decisions.

Applies react-use hooks to create concise and maintainable React components and features.

Automates Git bisect to efficiently pinpoint the commit introducing a bug by executing test scripts during the binary search process.

Checks and fixes lockfile drift in Poetry (Python) and pnpm (Node.js) projects to ensure dependency consistency.

Provides backend system development assistance using Go and Rust, including database and caching solutions.

Systematically identifies root causes of bugs, test failures, and unexpected behavior to guide effective solutions without premature fixes.

Structured workflow for Next.js 16/React 19 frontend development including TDD, Server-First architecture, and shadcn/ui components.

Validates API contracts against specifications and detects breaking changes to ensure backward compatibility and smooth integrations.

Performs comprehensive code analysis across security, performance, quality, and architecture using multiple agents.

Assists in developing browser-based games using modern web technologies, including framework selection, WebGPU, performance optimization, and PWA implementation.

Guides developers through Test-Driven Development workflow, enforcing Red-Green-Refactor cycle and preventing testing anti-patterns.

Automates Git branch cleanup by squashing commits, rebasing, and removing obsolete branches.

Generates context-aware code review checklists to ensure thorough and efficient code change evaluations.

Provides integration guidance and best practices for using Supabase as a backend service in application development.

Sets up new multi-repo projects with shared documentation, defined repo boundaries, and initial architecture scaffolding, including a central `project_architecture.md` file.

Provides comprehensive rules for Domain-Driven Design (DDD) architecture, defining layer boundaries and separation of concerns across Domain, Application, Infrastructure, and Presentation layers.

Manages end-to-end feature development lifecycle with Git branch initialization, CI checks, and pull request creation.

Guides on 2D game development principles including sprites, tilemaps, physics, and camera systems.

Generates a structured component library foundation with Storybook for UI development and automated documentation.

Locates and lists all TODO comments across a codebase to help developers track pending tasks and improvements.

Provides a complete workflow for Vue 2 business module development, including CRUD page creation, feature implementation, and adherence to project specifications.

Enforces Spring Boot 4 backend development standards automatically for Controller, Service, Entity, Repository, and API creation.

Simplifies Git worktree creation and management with a single command, resolving dirty repo issues during development tasks.

Orchestrates game development by routing to platform-specific skills for efficient project execution across engines.