1. Software Development

Guides feature implementation and bug fixes using the test-driven development cycle: write failing test, implement minimal code, then refactor.

Applies knowledge graph-defined text transformations to code and commit messages using Claude Code and Git hooks for consistent development practices.

Systematic protocol for identifying root causes of complex software issues through hypothesis formation and validation.

Thorough code review for Rust and WebAssembly projects, identifying bugs, security issues, performance bottlenecks, and maintainability concerns with actionable feedback.

Provides high-performance Rust optimization techniques including profiling, benchmarking, SIMD, and memory optimization for measurable performance gains.

Automates migration of locally developed skills to marketplace with dependency analysis, path verification, and venv detection.

Automates Rust codebase refactoring, modularization, Clippy warning fixes, test suite setup, and Git hook configuration for quality enforcement.

Provides a demo for testing fixture integration within the OmniDev framework.

Systematic Rust application debugging with root cause analysis, logging, and profiling, with all debug changes removed in final report.

Automates GitHub pull request creation using CLI, adhering to repository templates and Conventional Commits standards.

Automates detection of 1000+ code bug patterns including security vulnerabilities, null pointers, and resource leaks across multiple programming languages.

Produces production-ready, clean, and thoroughly tested code following approved designs with zero linting violations and comprehensive test coverage.

Facilitates iterative code development, review, and refinement in small, manageable scopes to ensure high-quality implementation.

Executes implementation plans step-by-step with testing, design adherence, and reviewable commits for disciplined software development.

Verifies software implementation against design through unit and integration testing, building traceability and tracking coverage to ensure quality.

Methodical debugging process to identify root causes of software bugs through reproduction, isolation, identification, fixing, and verification.

Validates WordPress FSE theme structure, including templates, theme.json, block styles, and backup configurations for auditing and deployment readiness.

Provides API integration guidance for Xero Accounting, including OAuth2 setup, invoice/contact management, and best practices for rate limits and token refresh.

Provides instant access to code examples, documentation, and implementation details for technical decision-making in software development.

Generates high-quality, distinctive frontend code for web components, pages, and UIs using HTML/CSS and React with polished design.

Plans and executes user acceptance tests (UAT) by converting requirements into test cases, data, and sign-off checklists, with automation suggestions for web and API testing.

Guide for building MCP servers to integrate LLMs with external APIs using Python (FastMCP) or Node/TypeScript (MCP SDK).

Expertise in writing safe, high-performance Rust code with modern features including async programming, error handling, and trait-based design.

Creates a new software project with Git initialization and Claude setup, using a specified folder name as input.