1. Software Development

Guides creation and implementation of Claude Code plugin hooks for event-driven automation, including PreToolUse, PostToolUse, and session events.

Guides integration of Model Context Protocol (MCP) servers into Claude Code plugins for external tool and service connectivity.

Adds custom endpoints to Ghost's Admin API for extending backend functionality and API capabilities.

Generates database migration scripts for Ghost CMS to modify MySQL schema, including adding tables, columns, and settings.

Builds complex, multi-component Claude.ai HTML artifacts with React, Tailwind CSS, and shadcn/ui, supporting state management and routing.

Guides creation of MCP servers for LLMs to interact with external services via well-designed tools in Python (FastMCP) or Node/TypeScript (MCP SDK).

Adds Malli schemas to Metabase API endpoints for validation, error handling, and proper pattern implementation.

Reviews Clojure and ClojureScript code changes against Metabase standards, identifying style violations and quality issues in pull requests.

Reviews TypeScript and JavaScript code for Metabase coding standards, style violations, and quality issues in pull requests.

Generates TypeScript and JavaScript code adhering to Metabase's coding standards and best practices for development and refactoring.

Guides Clojure and ClojureScript development using REPL-driven workflows, coding conventions, and best practices for writing and refactoring code.

Generates unit and integration tests for the tldraw SDK using Vitest, TestEditor patterns, and proper package directory organization.

Generates Playwright end-to-end tests for UI interactions in tldraw applications, ensuring comprehensive browser-based feature coverage.

Generates Django database migration files for Sentry, handling schema changes like column/table modifications and conflict resolution.

Provides tools for developing, configuring, and debugging Payload CMS projects including collections, hooks, and API interactions.

Guides placement, structure, and conventions for TiDB test cases, including naming, testdata usage, and review criteria.

Provides automated assistance for code reviews, checking linting errors, style consistency, and adherence to development best practices.

Guides developers on effective Git practices for commits, branching, and pull request workflows to enhance collaboration and code management.

Enables parallel execution of independent tasks without shared state or sequential dependencies, optimizing task processing efficiency.

Executes software implementation plans by delegating independent tasks to subagents within a single development session.

Utility for developing, modifying, and testing Claude skills before deployment, focusing on code implementation.

Provides a structured approach to identify and resolve software bugs, test failures, and unexpected behavior before implementing fixes.

Guides developers through final branch integration decisions with structured options for merging, pull requests, or cleanup after successful testing.

Critically evaluates code review feedback to ensure technical accuracy before implementation, avoiding blind acceptance of suggestions.