1. Software Development

Enforces Prowler-specific UI conventions for component libraries, folder structure, and shared code patterns.

Provides Zod v4 schema validation patterns, including migration from v3 to v4 for form and request payload validation.

Provides standardized patterns for implementing RESTful APIs with Django REST Framework, including ViewSets, serializers, and permissions.

Provides testing patterns for Prowler API, including JSON:API requests, Celery tasks, RLS isolation, and RBAC assertions.

Creates new cloud providers or adds services to existing ones in the Prowler SDK, enabling extended security assessment capabilities.

Provides E2E testing patterns for Playwright, including Page Object Model and selectors, tailored for Prowler-specific UI conventions.

Provides patterns for writing and refactoring Python tests with pytest, including fixtures, mocking, and parametrization.

Enforces strict TypeScript best practices for type safety, including interfaces, generics, type guards, and eliminating 'any' and 'unknown'.

Assists with React 19 component and hook patterns, adhering to React Compiler rules and Next.js App Router conventions.

Quick reference for Prowler development, covering project structure, component navigation, and general development guidance.

Provides Zustand 5 state management patterns including stores, selectors, persist middleware, and slices for React client-side state management.

Provides pattern utilities for Next.js 15 App Router, including server components, client components, server actions, and route handlers.

Provides Tailwind CSS 4 patterns and best practices for dynamic styling and CSS variable handling without var() in className.

Provides patterns for building AI features with Vercel AI SDK v5, including chat, streaming, tools, and migration from v4.

Provides API development patterns for tenant isolation (RLS), RBAC, JSON:API, and provider lifecycle with Celery task integration.

Automates changelog management for Prowler components following keepachangelog.com standards, triggered by PRs and CHANGELOG.md edits.

Automates oxc compiler upgrades, executes code generation, and resolves breaking changes in the codebase.

Automates development workflows using intelligent hooks, Git integration, and neural pattern training to enhance code coordination and operations.

AI-powered code review for GitHub repositories, coordinating multiple AI agents to analyze and suggest improvements.

Guides software development through the SPARC methodology (Specification, Pseudocode, Architecture, Refinement, Completion) using multi-agent orchestration.

Generates structured Claude Code Skills with YAML frontmatter, progressive disclosure, and organized directories for custom workflow development.

Coordinates and synchronizes multiple GitHub repositories with AI swarm orchestration for architecture management.

Provides Domain-Driven Design architecture for Claude Flow v3 with modular bounded contexts and microkernel pattern.

Modernizes claude-flow v3's CLI with interactive prompts, command decomposition, and enhanced hooks integration for streamlined developer workflows.