1. Software Development

Fixes software bugs using Test-Driven Development (TDD) by aligning with existing code conventions and leveraging semantic search for efficient, race-safe code changes.

Implements features via TDD from README and issue, aligning with conventions and avoiding data races using semantic search/editing.

Enables querying codebase subsystem knowledge to understand architecture and identify potential issues before modifications.

Expert guidance on Swift 6.2 concurrency features for iOS 26+, including async/await, actors, migration, and error resolution.

Styles React components using Tailwind CSS v4 utility classes for responsive design, theming, and v4 configuration features.

Guides backend feature implementation using Domain-Driven Design, hexagonal architecture, and REST APIs with HATEOAS conventions.

Enables incremental tool discovery, on-demand schema hydration, and procedural workflow execution for MCP tool integration in code-based environments.

Provides WordPress theme and plugin development, security hardening, and performance optimization using best practices and WP-CLI.

Automates Python codebase migration to strict type checking using pyright, including setup, error fixing, and type discipline enforcement.

Offers patterns for building interactive terminal UIs (TUIs) in Go using Bubble Tea, covering Elm architecture and event handling.

Captures PNG screenshots of TUI commands to debug layout and rendering issues in CLI applications during development cycles.

Comprehensive guidance for enterprise TypeScript development, covering type system fundamentals, patterns, and integrations with React, NestJS, and LangChain.js.

Enables integration of Digital Samba's video conferencing API for meeting rooms, embedded calls, token generation, and recording management.

Automates Go API endpoint creation with OpenAPI spec updates, SQLC query generation, handler implementation, and Redis caching for Lexicon backend.

Automates API endpoint testing by running curl requests, validating responses against OpenAPI specs, and generating markdown documentation.

Assists developers in designing REST APIs, GraphQL schemas, and API architecture through structured guidance.

Assists in writing unit tests, improving test coverage, and understanding testing patterns for frameworks like Jest and pytest.

Guides users through Git operations including branching, merging, rebasing, and conflict resolution for efficient development.

Reproduces, isolates, and fixes software bugs, then documents root cause, solution, and verification steps.

Provides code review feedback on quality, best practices, bugs, and improvement opportunities for user's code.

Assists with database schema design, writing and optimizing SQL queries, and managing database migrations using ORMs like Prisma and TypeORM.

Assists in optimizing code performance, profiling, and improving efficiency for faster and more resource-efficient applications.

Provides structured technical planning for software development by analyzing codebases, assessing risks, and proposing implementation plans.

Verifies code changes against AGENTS.md guidelines, auto-fixes formatting, runs linters and tests, and reports violations for consistent code quality.