1. Software Development

Runs verification commands and checks output to confirm success before declaring task completion.

Provides guidance on writing code comments explaining the rationale and non-obvious decisions, not the mechanics.

Enforces Python best practices including PEP 8, type annotations, and docstrings to improve code quality and maintainability.

Conducts comprehensive code reviews to identify security vulnerabilities, improve error handling, ensure test coverage, and optimize performance.

Guides TypeScript library creation with project setup, API design, type patterns, testing, and release workflows based on ecosystem best practices.

Expertly reviews code for quality, security, maintainability, and recent changes to ensure robust and efficient software development.

Identifies and retrieves existing code patterns and examples within a codebase, providing file and line references for direct implementation.

Guide for creating, editing, running, and deploying reactive Python notebooks stored as pure .py files using Marimo.

Offers a sample Pet Store server compliant with OpenAPI 3.0 for API testing, development, and learning purposes.

Manages internationalization (i18n) workflows for adding, updating, and maintaining translations, locales, and strings in software projects.

Provides a structured checklist for reviewing pull requests and code changes to ensure quality and adherence to standards.

Provides a safe Git workflow for staging, branching, reverting, and inspecting changes to maintain commit quality in Codex.

Debugs browser extension issues in Chrome and Firefox, including content scripts, popups, service workers, and manifest configurations.

Automates GitHub pull request creation via GitHub CLI, enabling streamlined code review and collaboration workflows.

Creates well-scoped commits with Conventional Commits-compliant messages to improve version control clarity and maintainability.

Provides a personalized guide for Git operations, specifically tailored for commit workflows based on user preferences.

Guides adding frontend interactivity to Go web applications using Datastar attributes and gomponents-datastar.

Guides creation and management of Git worktrees for parallel feature development without branching.

Provides essential guidance for developing Go applications, modules, and libraries. Critical for efficient Go code reading and writing.

Guides developers in using gomponents, a pure Go library for building HTML components and views within Go applications.

Provides a structured guide for conducting effective code reviews to enhance code quality and collaboration before committing changes.

Guides removal of Supabase authentication and Drizzle ORM from templates to convert to static sites or integrate alternative auth solutions.

Provides React/Next.js component guidelines for testability, Server Components, entity/gateway pattern, and project structure to ensure code quality during implementation and refactoring.

Enforces version-aware Angular coding standards by detecting Angular version from package.json and applying appropriate patterns for components, services, and TypeScript code.