1. Software Development

Executes automated test suites and provides detailed results reporting for code validation.

Validates new code changes meet >70% test coverage and ensures full test suite passes without failures.

Provides TypeScript coding guidelines emphasizing type safety, modern syntax, and readability best practices for developers.

Assists in identifying and resolving software bugs through systematic hypothesis testing and analysis of unexpected behavior.

Provides TypeScript idioms, type guards, and utility types to enhance type safety and code quality in TypeScript projects.

Ensures system code adheres to technical architecture standards, optimizing for robustness, scalability, concurrency, and elasticity.

Expert guidance for implementing XState state machines, React integration, and debugging complex application state management.

Guides developers to perform minimal, reversible code cleanup (syntax, dead code, naming) within strict time limits after key milestones.

Translates product requirements into functional frontend interfaces with interactive user experiences.

Systematically debug code errors using proven patterns and common pitfalls from 141 workflow logs.

Tool for creating, installing, validating, and formatting AI agent skills, supporting development from templates and Git repositories.

Provides GitHub CLI commands for managing pull request reviews, comments, and API operations in development workflows.

Initiates Specification-Driven Development workflow using specialized subagents to generate a refined implementation plan (SPEC).

Automates codebase analysis including architecture mapping and impact scope assessment for three or more files.

Automates feature implementation with clear specifications, repetitive code patterns, and automatic test generation.

Consults multiple AI models (Gemini, Codex, Mistral, Ollama) for coding advice, second opinions, and solution comparisons without self-consultation.

Automates code quality enforcement by learning patterns from codebases, integrating with ESLint/Prettier, and using sub-agent analysis for pattern resolution.

Demonstrates installation, configuration, and usage of the @duskmoon-dev/core CSS component library for frontend development.

Verifies Git worktree presence before commit, push, or merge operations and guides setup if missing.

Adds a new lint rule to the code validator, improving static code analysis and quality checks during development.

Generates clear, descriptive commit messages from git diffs to improve version control clarity and code review efficiency.

Debugs frontend issues using browser DevTools, including network, performance, and console debugging.

Automates version bumping and changelog generation for software releases.

Supports Jakarta EE 10 and JAX-RS 3.1 REST API development with end-to-end lifecycle management from design to E2E testing.