1. Software Development

Automates resolution of common Python build, type, and test errors through minimal, targeted code adjustments.

Analyzes test coverage reports to identify low-coverage files and generates missing test cases to improve code quality and meet coverage targets.

Provides systematic, multi-perspective code reviews with consistent quality gates to ensure code quality and adherence to standards.

Guides implementation of remote functions (command, query, form) in SvelteKit using .remote.ts files for API interactions.

Provides unified testing commands and patterns for frontend and backend development, streamlining test execution and maintenance.

Critically evaluates code review feedback for technical accuracy and clarity, ensuring rigorous verification over passive acceptance before implementation.

Provides testing patterns for Flask APIs, ML models, and database operations to validate the Chuuk Dictionary application.

Generates documentation skills for Rust crates and standard library, streamlining API documentation creation for Rust projects.

Executes comprehensive code verification including build, type, lint, and test checks to assess PR readiness.

Builds RetentionAI dashboard frontend with Next.js 14, TypeScript, Tailwind CSS, and real-time data visualization components.

Enforces coding standards and best practices to improve code maintainability and reduce bugs.

Adds new features to the Tuna project while adhering to established coding conventions and documentation standards.

Guides SvelteKit developers on data flow patterns including load functions, form actions, and server/client data handling with serialization and error management.

Automates end-to-end feature development workflow, handling branching, coding, and review processes triggered by feature-new or feature-continue commands.

Generates and manages tests for unit, integration, API, frontend, and E2E testing to ensure software quality using industry-standard tools.

Guides Python code formatting and style adherence according to established conventions like PEP 8.

Step-by-step guide for implementing the next development phase of the Tuna project per the established implementation plan.

Generates and executes end-to-end tests with Playwright, capturing screenshots, videos, and traces for comprehensive test coverage.

Fixes common React hook issues including rules of hooks, useEffect dependency arrays, and hook ordering for correct component behavior.

Guides Test-Driven Development implementation with test-first coding, minimal code, and refactoring to achieve high test coverage.

Provides a multi-perspective code review system using three subagents to assess code for bugs, clarity, and future extensibility before finalizing.

Enables type-safe database interactions and CRUD operations in FastAPI applications using SQLModel, supporting relationships and async queries with Pydantic integration.

Automates code review to identify bugs, security vulnerabilities, and missing test coverage in pull requests.

Identifies and resolves software bugs through systematic log analysis and codebase investigation.