1. Software Development

Provides development patterns for creating Vercel AI SDK plugins, covering tool configuration, schema validation, API key handling, and response formatting.

Provides standardized patterns for MCP server development, including Zod schema design, error handling, logging, and testing strategies for the @youdotcom-oss/mcp package.

Configures sandbox environment settings for Claude Code within a code repository, enabling safe code execution and testing.

Guides users through Test-Driven Development (TDD) by facilitating the red-green-refactor cycle for writing tests first and implementing minimal code.

Expert guidance for Git version control, including trunk-based development, Conventional Commits, branching strategies, and merge conflict resolution.

Provides expert guidance for developing protocols using the Opentrons Python API v2 for automated liquid handling on OT-2 and Flex robots.

Provides structured debugging and root cause analysis for technical issues, errors, and unexpected behavior in software systems.

Provides expert guidance for writing professional Emacs Lisp code following community standards, covering style, conventions, and best practices for configuration and package development.

Enables plugin development for R-DOS by implementing the Plugin trait, handling keys, and structuring code per specification.

Provides expert guidance for writing professional Python code adhering to PEP 8, testing, type hints, and modern tooling for improved quality and maintainability.

Comprehensive code review for software quality assurance, covering multiple code formats and providing actionable improvement recommendations.

Automates releasing new versions of QDOS with version bumping, quality checks, Git tagging, and Homebrew tap updates.

Provides Rust best practices for R-DOS development, covering code structure, error handling, and feature implementation.

Enables autonomous AI coding for unattended development with mandatory sandbox safety enforcement.

Tests and debugs Helix editor configuration changes and LSP issues within a tmux session for iterative development.

Diagnoses and resolves crashes in the Ghostty terminal emulator through systematic debugging techniques and error analysis.

Automates agentic code reviews for GitHub pull requests by analyzing changes, testing hypotheses, and delivering high-confidence findings.

Creates a foundational structure for a Claude plugin with essential configuration files and directory layout.

Manages user session lifecycle including loading, saving, and reflection of session context in web applications.

Automates creation of conventional, one-line Git commits by splitting related changes into separate, well-structured commits for cleaner version history.

Guides proper Git commit workflows and message structuring for clear, approved, and maintainable code changes.

Automates GitHub pull request creation with linked ticket references for efficient code review and team collaboration.

Provides command-line reference for GitHub CLI (gh) to manage repositories, pull requests, issues, and Actions workflows efficiently.

Provides React components for building CMS admin interfaces with article management, approval workflows, and Mezzanine UI integration.