1. Software Development

Search GitHub repositories, code snippets, and library usage examples using the gh CLI for efficient development research.

Provides CSS/SCSS development patterns for creating and customizing Obsidian note-taking application themes.

Enables seamless integration with the Jules API using the jules-agent-sdk Python library for API endpoint interactions.

Generates and executes end-to-end tests using Playwright to validate critical user flows in web applications.

Manages traceability between requirements, design, code, and tests for impact analysis and matrix creation in software development.

Provides 17 pre-trained best practices for code, design, and testing patterns to improve software development quality and efficiency.

Guides creation of C4 model architecture diagrams and component design documentation for software systems.

Analyzes and iteratively fixes build errors in TypeScript, ESLint, and dependency management for development environments.

Analyzes repository structure to automatically generate architecture documentation, enhancing codebase understanding and maintenance.

Manages project state checkpoints with Git integration for tracking, restoring, and comparing development states.

Guides feature development using MUSUBIX Specification-Driven Development methodology, covering requirements, design, and implementation per 9 constitutional articles.

Automates dead code detection and safe removal in JavaScript/TypeScript projects using integrated tools like knip and depcheck.

Generates code from design specifications using MUSUBIX, enabling feature implementation and component creation based on design documents.

Generates test code for unit and integration testing following TDD and BDD methodologies.

Guides manual testing of Claude HUD core functionality through a structured verification checklist after changes or feature implementation.

Transforms GitHub repositories into reusable Claude Skills through search, quality filtering, and template generation for efficient skill development.

Optimizes React component performance to improve rendering speed and reduce resource usage.

Adds a new Git repository to the message registry for automatic loading of ROS2 message types, enabling support for new message packages in ROS2 development.

Converts Rust Cargo projects into Nix build expressions for reproducible development environments.

Provides tools for creating and managing consistent development environments to ensure reproducibility across team members and projects.

Provides utilities for developing and managing web components within the Mango framework ecosystem.

Provides development support for the Niri window manager, including configuration guidance and code examples for Rust-based customization.

Enables custom hook scripts for the Gemini CLI, allowing developers to extend functionality during API operations and development workflows.

Validates looplia workflow outputs against criteria, checks JSON artifact validity, and debugs validation failures via deterministic scripts.