1. Software Development

Provides a structured four-phase root cause analysis framework for systematic bug identification and resolution in software development.

Runs Python projects and tests efficiently using uv, a high-speed Python package installer and runtime tool.

Balances user-friendly error messages with clear developer diagnostics for robust application development.

Refactors Scoop news platform frontend layouts, globe UX, and research workspace while enforcing a no-emoji policy across UI, logs, and documentation.

Guides the design, implementation, and troubleshooting of RESTful APIs adhering to industry best practices.

Expert assistance for Tailwind CSS v4 implementation, including responsive layouts, theme customization, and utility class optimization for modern web interfaces.

Provides language-agnostic code reviews to ensure correctness, security, and test coverage in user-submitted code.

Automates static code analysis to improve maintainability and enforce best practices in software development.

Expert guidance for Go (Golang) development covering best practices, architecture, testing, concurrency, and observability in production applications.

Token-efficient codebase exploration using RepoPrompt codemaps to find feature components across files and build context for code reviews without context bloat.

Enforces the RED-GREEN-REFACTOR cycle to produce reliable, maintainable code through test-first development.

Reviews software implementation plans with rigorous technical analysis, focusing on architecture, feasibility, edge cases, and task consistency for Flow epics and design documents.

Performs technical validity checks, security assessments, and test plan readiness verification for software design reviews.

Delivers current best practices and common pitfalls for implementing specific software features, helping developers avoid mistakes and learn from real-world examples.

Expert assistance for implementing and customizing Shadcn/UI components with Radix UI primitives, ensuring accessibility and adherence to the Absolute White Certum aesthetic.

Provides C++ backend architecture patterns, CMake build configuration, vcpkg dependency management, and server-side development best practices.

Provides a safe refactoring workflow to improve code structure, reduce duplication, and clean up without altering behavior.

Creates and executes memory performance benchmarks using the criterion library for Rust applications.

Scans repositories to identify existing code patterns, conventions, and reusable implementations, helping developers understand codebases before feature development.

Scaffolds a new logging handler for the birch logging library, enabling structured log configuration in applications.

Provides pre-built UI patterns using shadcn/ui components to implement accessible and polished interfaces according to the FrankX design system.

Provides a systematic workflow to identify, diagnose, and resolve software bugs and unexpected behavior in code.

Transforms UI design requirements into production-ready React/Vue components with design tokens and accessibility compliance for consistent web interfaces.

Creates comprehensive software architecture documentation with frontend, backend, and API specifications from product briefs.