1. Software Development

Architectural compliance auditor for TG ONE, enforcing rules from 'Standard_Whitepaper.md' including Handler Purity, Lazy Execution, and Layering.

Specializes in planning feature implementation, architecture changes, and refactoring for software development.

Provides React patterns for data fetching, forms, mutations, and state management using React Query and ORPC.

Comprehensive UI component library for Vue 3 and React with Tailwind CSS theming, dark mode, and i18n support (60+ components).

Diagnoses and resolves common Python runtime errors including ModuleNotFoundError and UnboundLocalError.

Provides testing patterns for unit, integration, and router tests using bun:test with in-memory SQLite.

Provides a 4-layer memory architecture library for persistent, verifiable, and auditable agent memory systems beyond session scope.

Generates Streamlit web applications from Python or AMPL code using AI-powered code generation and Pydantic validation.

Discovers and analyzes existing code patterns in a project for a specific file type to guide new feature implementation.

Provides a library of development best practices covering architecture documentation standards (ARCH.md), coding patterns, and AI tool usage guidelines for software engineering workflows.

Groups related tasks for coordinated parallel execution across multiple workers without direct agent communication.

Creates test cases, configures testing frameworks, and implements conformance test kits for software validation and quality assurance.

Provides Git-based task persistence with hooks for durable storage, ensuring task continuity through agent restarts via GUPP protocol.

Automates resolution of linting errors and ensures consistent code quality across multiple linting tools.

Migrates Angular pages from GitLab (Angular 16) to Angular 20 while implementing Domain-Driven Design patterns.

Provides reusable patterns for Drizzle ORM with SQLite, including query construction, relation handling, and safety best practices for database interactions.

Provides reusable backend patterns for API endpoints, database schemas (Drizzle), and server-side services.

Provides real-time code diagnostics via Neovim's LSP, identifying errors, warnings, and suggesting fixes for efficient debugging.

Assists in selecting software architecture, design patterns, technology stack, and evaluating trade-offs for system design in MacroFlow.

Guides creation, configuration, and verification of test stubs using the KnockOff mocking framework in .NET development.

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

Identifies redundant TypeScript barrel files (index.ts) re-exporting single modules, suggesting direct imports for cleaner code architecture.

Generates and verifies Python code for mapping CSV data to Pydantic models using LLM, ensuring correctness in a sandboxed environment.

Reviews code migration completeness between old and new codebases, ensuring all components are properly transitioned and functional.