1. Software Development

Enforces writing tests before implementation for features and bug fixes, ensuring code quality and correctness.

Builds interactive Python applications with reactive UI components, best practices, and deployment workflows using the Marimo framework.

Provides a complete setup guide for HAP frontend projects, covering backend configuration, frontend structure, API integration, and data rendering.

A comprehensive checklist for code reviews covering quality, security, performance, and best practices to maintain high code standards.

Master advanced Git operations including rebase, cherry-pick, and bisect for clean history management and repository recovery in complex development environments.

Guides developers in implementing API routes using Expo Router with EAS Hosting configuration for React Native applications.

Returns file or directory metadata from the scenarios/<world_name>/fs path structure.

Extracts Apple-native SwiftUI guidance from Xcode to help AI agents generate idiomatic, error-free SwiftUI code with reduced hallucinations.

Appends formatted Architecture Decision Records (ADRs) to a file using Michael Nygard's template for consistent architectural documentation.

Sets up software development tasks with requirements interview and implementation planning phases, generating namespaced specs for structured execution.

Automates code correction based on review findings using subagents within a review-loop iteration process.

Builds type-safe, error-safe TypeScript functions with full inference and zero async overhead for robust library and API development.

Generates high-quality, distinctive terminal user interfaces for CLI and TUI applications, emphasizing polished code and modern aesthetics.

Provides modular architecture and technical standards for Expo applications using Jotai, Expo Router, and Biome.

Analyzes code history to identify risks, patterns, and past failures, preventing rework by surfacing historical context before modifications.

Provides a local WordPress server for testing plugins, themes, and code changes without production impact.

Validates completed implementation against plan tasks and acceptance criteria, providing structured feedback for approval or revisions without code modification.

Executes code implementation following Test-Driven Development (TDD) methodology, writing tests first and committing incrementally with user approval at each phase.

Guides component testing setup, selectors, mocks, and Page Object Model for Cypress in opal-frontend.

Retrieves GitHub issue details and generates a structured implementation plan for developers.

Enables precise implementation of individual sub-tasks from structured task lists during feature development cycles.

Generates conventional commit messages with atomic changes and descriptive summaries for clean version control history.

Non-interactively stages files, hunks, or specific lines in Git, streamlining version control operations for developers.

Executes project tests following repository standards, ensuring code quality before staging changes. Requires successful linting.