1. Software Development

Guides users through creating Claude skills and MCPs (Model Context Protocol servers) for extending Claude's capabilities and providing tools in Claude Desktop.

Explains and assists with Synapse's specialized action classes (e.g., BaseTrainAction, BaseExportAction) for AI/ML workflow development.

Explains Synapse plugin step-based workflow components including BaseStep, StepRegistry, and Orchestrator for multi-step action development.

Manages Data Transfer Object (DTO) file creation and modification within the project's dto directory for consistent API data structures.

Guides programmatic execution of Synapse plugins using specific executors and discovery methods.

Guides users on writing Synapse plugin configuration files (config.yaml) for plugin setup, action definition, and runtime environment.

Guides developers in creating Synapse plugin actions using decorators, classes, Pydantic parameters, and pipeline chaining for plugin development.

Guides developers on using Synapse RuntimeContext API for logging, progress tracking, and context management in plugin development.

Reviews iOS and Android views for accessibility, code quality, test coverage, and UX/layout, automatically generating tickets for critical issues.

Generates and updates MikroORM entity definitions within the entities directory for database schema management.

Provides testing utilities for Prowler SDK components with AWS mocking via moto for provider-specific test patterns.

Enables developers to build autonomous agents using a unified API endpoint with multi-provider routing via HuggingFace Inference Providers, leveraging OpenAI SDK with custom base_url configuration.

Provides test utilities for NestJS applications using MikroORM with transaction rollback and real database integration.

Creates and modifies NestJS service files with MikroORM integration for database operations.

Enforces a structured development workflow including Test-Driven Development (TDD), systematic debugging, and verification gates for all development tasks and bug fixes.

Generates multilingual release notes from CHANGELOG.md, suggests versions, and formats for Fastlane. Supports DE/EN translation.

CLI tool for interacting with OpenAI Codex to review code, plan development, and discuss complex programming problems with model selection and multi-round conversations.

Guides creation of reusable UI components, extraction of shared logic, and addition to component libraries for consistent front-end development.

Creates and configures static websites using Zola, including project setup, Tera templating, Markdown content management, and multi-platform deployment.

Provides targeted code reviews for maintainability, architecture, readability (DDD), and test coverage. Delivers only relevant feedback at ticket closure or request.

Generates iOS UI tests and captures screenshots for application testing. Triggered via specific commands or /create-ui-test.

Provides step-by-step guidance for developing new tools within the SuperTool application, including page creation and functionality implementation.

Guides developers in writing comprehensive tests to achieve and maintain >=95% test coverage, including debugging failing tests.

Checks app text for internationalization, cross-platform consistency, unused keys, and accessibility label consistency.