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Enforces Tailwind CSS v4 standards with CSS-first configuration and new utility syntax for consistent frontend development.

Manages database seeding with JSON data, idempotency checks, and relationship mapping for efficient backend data initialization.

Automates Laravel migration generation with anonymous classes, proper foreign keys, and UUID support for database schema management.

Automates security audits for Laravel and Filament applications, checking for XSS, CSP misconfigurations, and IDOR vulnerabilities.

Automates Laravel policy generation with strict typing and role-based permission integration.

Automates Laravel factory creation with standardized Faker data and state methods for efficient test data setup.

Standardizes event and listener patterns to enable decoupled component communication in software applications.

Enforces the 'Skinny Controllers' pattern by mandating FormRequests for validation and Services for complex business logic.

Validates code to prevent security vulnerabilities by enforcing business logic rules such as RBAC and IDOR prevention.

Generates Unit, Feature, and Browser tests for PHP applications using Pest v4.

Automates project documentation creation and updates, ensuring real-time alignment with the codebase.

Standardizes implementation of model observers to manage side-effects from model events consistently.

Guides developers in creating Filament 4 Resources with strict Separation of Concerns and adherence to UI standards.

Enforces modular CSS architecture for Filament components by requiring dedicated CSS files, avoiding global style conflicts.

Generates custom Filament admin pages with navigation grouping, independent of data resources.

Provides best practices for optimizing Livewire 3 components with performance enhancements and Flux UI integration.

Guidelines for creating and debugging Pest v4 browser tests, including mobile viewport configurations.

Automates creation of Laravel models with strict typing, method-based casting, and fully typed relationships.

Enforces strict Git workflows including manual commits, code formatting, and Conventional Commits for consistent version control.

Compares trading strategy performance across backtests, live execution, and time periods to identify discrepancies and insights.

Quantitative risk analysis for trading strategies using Kelly criterion, tail risk metrics, and Monte Carlo simulations to optimize position sizing and capital allocation.

Performs comprehensive health checks on trading strategies by analyzing performance metrics, stress testing, and identifying risk indicators from historical data.

Validates trading strategy robustness by testing optimized parameters on out-of-sample data through walk-forward analysis.

Assists in planning genealogy research projects, including organizing sources, setting goals, and structuring family history investigations.