1. Software Development

Automates migration of prompts and code from Claude Sonnet 4.0/4.5 and Opus 4.1 to Opus 4.5, adjusting for model-specific behavioral differences.

Guides users in creating and structuring Claude Code plugins, covering directory layout, manifest configuration, and component organization best practices.

Guides creation and structuring of slash commands for Claude Code, covering YAML frontmatter, dynamic arguments, and bash execution best practices.

Guides developers in structuring agents, system prompts, and best practices for Claude Code plugin agent creation.

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.

Executes end-to-end tests to validate the functionality and reliability of an API service.

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.

Offers idiomatic Go patterns, best practices, and conventions for building robust, efficient, and maintainable applications.