1. Software Development

Automates complex feature implementation via agent teams with automated verification and up to five fix attempts per chunk.

Builds executable manifests from requirements, defining deliverables and invariants for acceptance tests and quality gates.

Explores codebases to find relevant files for queries, delivering topic overviews and file lists with line ranges via parallel agents for thorough coverage.

Analyzes open-source repository code and documentation to understand library/framework implementations and feature development.

Guides quality-focused software architecture design, analysis, and implementation for .NET/C# development projects.

Converts ComfyUI JSON workflow graphs for AI image generation into reusable TypeScript functions for seamless code integration.

Refactors CSS from inline styles or utility classes into semantic patterns with dark mode support and automated tests.

Audits CSS code for consistency, checking semantic naming, dark mode coverage, Tailwind usage, and test coverage.

Troubleshoots Firebase emulator, security rules, functions, auth, and deployment errors with targeted error handling.

Guides semantic naming, Tailwind composition, dark mode implementation, and test coverage for UI component development.

Guides new Firebase project initialization with CLI configuration, architecture choices, and emulator setup for development environments.

Guides feature addition to Firebase projects using TDD, security rules, and emulator verification for functions and collections.

Automates pre-implementation validation using AI planning (Opus) and review agents (Haiku) to ensure code readiness before development begins.

Provides Vercel-engineered performance optimization guidelines for React and Next.js applications, covering components, data fetching, and bundle optimization.

Manages Go testing tasks including execution, creation, and failure resolution, adhering to MCPSpy conventions with require and assert.

Applies Go best practices and idioms from the official effective_go guide to ensure clean, efficient, and idiomatic code during development and refactoring.

Fetches and analyzes npm package source code to understand library internals when documentation and types are insufficient.

Emits info-level logs to file during task execution, mimicking standard logger.info() calls in code.

Builds Next.js applications with TanStack ecosystem and Zustand for data tables, virtualization, forms, and performance optimization.

Automates software release creation, including version bumping and preparing release pull requests for the llmnop project.

Creates GitHub Pull Requests for code review and collaboration when requested by users or agents.

Automates GitHub pull request merging based on user requests or agent decisions, ensuring seamless code integration in version control systems.

Creates new Git branches following repository conventions, ensuring standardized version control practices during development tasks.

Ensures Git commits follow repository-specific conventions for consistent version control practices.