1. Software Development

Generates Robot Framework user keywords with structured intent, including arguments, documentation, tags, and setup/teardown based on project conventions.

Generates failing tests before code implementation to enforce Test-Driven Development practices.

Systematically traces errors backward through call stack to identify root cause, adding instrumentation when needed for invalid data or incorrect behavior.

Expert implementation of authentication and authorization systems using Better Auth for Next.js and FastAPI backends.

Expert guidance for implementing and troubleshooting OpenAI Agents SDK in Python, covering multi-agent systems, tool integration, and best practices.

Enables creation and editing of skills for the ai-coding-config repository, streamlining AI coding configuration management.

Provides a development guide for implementing React Native bundler features including Resolution, Transformation, and Serialization pipelines with Metro compatibility.

Provides structured pull request reviews using a three-phase framework (Context, Analysis, Validation) for efficient code quality assessment.

Creates initial project structure and workflow skeleton files using Output SDK CLI for new software development workflows.

Creates and refines Claude Code plugins through automated scanning, manifest generation, and validation guidance for building, converting, and improving plugin structures.

Creates, validates, and refines Claude Code skills with emphasis on structure, activation, and production readiness.

Guides implementation of chat persistence layer with PostgreSQL, Redis Streams, and multi-turn context management for troubleshooting common issues.

Provides theme system patterns for configuring themes, supporting Stylix and Catppuccin, and enabling theme-aware module configuration in frontend development.

Provides test writing patterns, TDD workflows, mock creation, and debugging strategies for test failures.

Provides standardized design patterns for REST and GraphQL APIs to guide implementation, review, and endpoint development.

Converts Flow SDK class-based workflow definitions to Output SDK functional workflow() syntax for seamless migration of workflow.ts files.

Verifies status of Output SDK development services to diagnose connection errors, timeouts, and service availability during debugging and development workflows.

Automates migration of Flow SDK activity functions to Output SDK step definitions with typed parameters in TypeScript files.

Systematic code review tool for Python/FastAPI projects, evaluating quality, architecture compliance, and providing PR feedback.

Manages module organization and directory structure in aytordev projects, including platform-specific separation (nixos/darwin/home/common) and auto-discovery.

Guides developers through Git Flow branch strategy and pull request procedures for efficient version control and collaboration.

Resolves Zod import errors and type mismatches during Flow to Output SDK migration in TypeScript codebases.

Manages a 7-level configuration hierarchy for application customizations, clarifying override precedence and host/user-specific settings.

Automates creation of pull requests with standardized formatting for efficient code review and collaboration in version control workflows.