1. Software Development

Analyzes Go code performance, identifies bottlenecks, optimizes CPU/memory usage, and writes benchmarks for efficient application execution.

Executes local Git commands for repository operations including commits, branches, diffs, and file history within the current repository.

Refactors code for clarity, consistency, and maintainability without altering functionality. Handles simplification, cleanup, and refactoring requests.

Provides instant access to Go library documentation, including package references, function signatures, and usage examples via the `go doc` command.

Guides developers in implementing RESTful API design following industry best practices and conventions.

Provides best practices for conducting effective code reviews to enhance code quality, reduce bugs, and foster team collaboration in software development.

Provides structured guidance for writing Git commit messages following Conventional Commits specifications to ensure consistent version history and automated changelog generation.

Provides best practices for designing efficient, scalable database structures with optimization strategies.

Provides Java coding best practices and design pattern guidance for writing clean, efficient, and maintainable code.

Provides a guide for writing unit tests in Java using JUnit and Mockito frameworks.

Automates pre-commit quality checks including linting, formatting, and testing while enforcing conventional commit messages for consistent code quality.

Enables read-only querying of Axiom logs for debugging without log ingestion capabilities.

Automates technical debt identification by scanning codebases for problematic patterns and generating issue tracking tickets.

Provides guidance on effective testing strategies, including patterns and anti-patterns for writing and reviewing tests to improve code quality.

Provides database migration guidelines and Drizzle ORM best practices for the vm0 project's backend development.

Provides deep code review and quality analysis to enforce best practices and maintainability for the vm0 project.

Manages full pull request lifecycle including creation, commit validation, merging with checks, and comment handling in Git-based development workflows.

Manages the start, stop, and configuration of the development server for the vm0 project.

Reviews code changes in pull requests and posts detailed feedback as comments on the PR.

Comprehensive guide for configuring Git line endings, .gitattributes, and core settings to resolve cross-platform conflicts in development teams.

A toolset for constructing complex Claude.ai HTML artifacts with React, Tailwind CSS, and shadcn/ui components, supporting state management and routing.

Searches GitHub issues via gh CLI with filters for labels, state, and assignees to help developers troubleshoot and find existing solutions.

Guides creation of MCP servers enabling LLMs to interact with external APIs using Python (FastMCP) or Node/TypeScript (MCP SDK).

Provides Playwright-based testing for local web applications, verifying frontend features, debugging UI behavior, and capturing browser screenshots/logs.