1. Software Development

Loads project structure, tech stack, and coding conventions for the Photography Order Management ERP to facilitate codebase understanding and onboarding.

Enables implementation of complex workflows in Go with state management, checkpoints, and parallel processing using the go-agents-orchestration library.

Executes Test-Driven Development (TDD) workflow for implementing pre-designed features, ensuring tests precede code and maintain quality.

Enables technical verification of code review feedback to ensure clarity and correctness before implementation, avoiding blind acceptance.

Applies a disciplined debugging methodology in VS Code Copilot Agent mode to resolve unclear, flaky, or regression-related errors efficiently.

Automates change requests, impact analysis, and task list creation for modifying existing software features.

Generates new route definitions for TanStack Router in src/router.tsx, adhering to project patterns when adding pages or sections.

Replaces arbitrary timeouts with condition polling to resolve flaky tests, race conditions, and timing issues in software testing.

Reviews staged Git changes and generates a concise commit message draft for developers during version control operations.

Confirms requirements are met and runs validation checks before finalizing code answers or pull requests in VS Code Copilot Agent mode.

Scaffolds new HeroUI v3 React components with compound patterns, enforcing named exports and direct imports from @heroui/react.

Ensures clarity and safety in code changes through requirement clarification, trade-off discussion, and prevention of unintended alterations.

Automates generation of Vitest unit tests for new features to prevent code regressions and maintain stability.

Systematically identifies and resolves code errors, root causes, and prevents future regressions in software development.

Reviews code changes for bugs, style issues, and adherence to best practices in pull requests to ensure maintainable, high-quality code.

Enforces React/TypeScript frontend standards for component architecture, type safety, and reusability.

Enables test-first development by writing failing tests before code, ensuring minimal implementation passes tests.

Provides pytest test patterns for fixtures, mocking, and async testing to verify code behavior correctly.

Reviews test plans and evaluates code coverage to ensure compliance with testing standards in software development.

Reviews test code to identify common anti-patterns and improve test quality, addressing issues like improper mocking and unexpected behavior.

Optimizes Python code performance through profiling, async patterns, and concurrent I/O techniques using tools like cProfile and asyncio.

Executes development implementation plans by delegating independent tasks to subagents in the current session.

Debugs C++ code for segfaults, memory corruption, threading issues, and linker/ABI problems in native applications.

Reviews production system designs for architecture, scalability, security, and operational aspects to ensure robust and maintainable systems.