1. Software Development

Provides standardized procedures for implementing new frontend and backend features with a quality-first development approach.

Automates end-to-end resolution of GitHub issues, including code fixes and pull request creation.

Generates robust test suites for React applications using Vitest, React Testing Library, and Playwright to improve coverage and validate user flows.

Reviews code for quality, security, and adherence to best practices to improve maintainability and reduce defects.

Queries the Intent Layer to resolve code ownership, placement, and constraints using AGENTS.md hierarchy for efficient codebase navigation.

Orchestrates game development by directing to platform-specific capabilities based on project requirements.

Guides git worktree operations in the tennis-team monorepo, including setup, dependency installation, build, merge, and troubleshooting.

Builds enterprise React frontend applications with Vite, TanStack, and TakeOff UI, enforcing clean architecture and dynamic UI generation from API contracts.

Provides API reference and implementation guidance for TanStack Router, a modern routing solution for React applications.

Enables local testing and debugging of webhook integrations using Hookdeck CLI for backend developers during webhook handler development.

Provides tools and best practices for end-to-end traceability in software development, covering ADRs, commit messages, and PR templates.

Guides developers in applying Python principles for framework selection, async patterns, type hints, and project structure through critical thinking, not code duplication.

Authoring Gherkin specifications for behavior-driven development, defining clear acceptance criteria and executable test scenarios.

Reviews PRs against intent layers with risk scoring, checklists, and contract verification for AI or human code changes.

Provides methodologies for quickly building software proofs-of-concept to validate technical feasibility and reduce development risks.

Generates and manages tennis tournament brackets, supporting single/double elimination, round robin, and group+knockout formats.

Configures a TypeScript/JavaScript TDD workflow with Jest, Vitest, and Playwright for efficient testing.

Guides developers through the Test-Driven Development RED-GREEN-REFACTOR cycle for writing reliable, testable code.

Assists in understanding unfamiliar codebases, evaluating architecture decisions, assessing technical debt, and reviewing documentation for project health assessment.

Starts a new development session with default project structure and configuration files.

Provides conventions, best practices, and guidance for .NET 10+ projects, including C# code structure, NuGet packages, database selection, and testing setup.

Automates feature implementation by generating code and tests from clear specifications, reducing repetitive development tasks.

Guides translation of Figma designs into Flutter code using project-specific components and architecture patterns.

Provides implementation patterns for local-first architecture using OPFS, SQLite, and sync strategies to enable offline data persistence and synchronization.