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Enables safe Terraform attribute renaming with backward compatibility during deprecation, avoiding schema changes and unnecessary diffs.

Provides full-stack React framework patterns for file-based routing, API routes, server handlers, and TanStack Router layouts.

Reviews code for MBC CQRS Serverless framework adherence to best practices and identifies common anti-patterns.

Debugs and troubleshoots MBC CQRS Serverless applications to resolve errors and optimize performance in development workflows.

Filters card blueprint database subsets by side (LIGHT/DARK) and excludes defensive shields via jq, resolving slug collisions for card mapping.

Guides developers through MBC CQRS Serverless framework version upgrades, deprecated API migration, and breaking changes.

Generates boilerplate code for MBC CQRS Serverless framework components including modules, services, controllers, commands, and queries.

Generates SWCCG cube draft configurations from CSV by mapping card names to IDs and integrating with application (swccgDrafts.json and frontend).

Generates YARD documentation for Ruby classes and methods, improving code maintainability and readability.

Provides seamless integration with the jj version control system for managing code changes and collaboration in software development.

Generates a properly structured Dev Proxy sample with configuration files, metadata, and README for quick development setup.

Facilitates issue assignment and ownership tracking within project management systems for task allocation.

Validates Dev Proxy samples for structural correctness and submission compliance prior to user submission.

Automates upgrading Dev Proxy code samples to new versions with updated schemas and documentation.

Analyzes spending patterns, provides category breakdowns, and summarizes monthly expenses to help users understand financial habits.

Analyzes income versus expenses to assess financial health and calculate savings rates for business or personal financial management.

Manages personal or business budgets, provides spending recommendations, and alerts for overspending based on historical data.

Enables seamless fund transfers between accounts with intelligent matching and a guided user interface for financial transactions.

Manages shared financial ledgers for families and teams, providing expense tracking, spending statistics, and settlement calculations for group accounts.

Predicts future account balance and simulates purchase impacts for financial forecasting and affordability scenarios.

Provides expert guidance for diagnosing errors, applying debugging strategies, and implementing self-healing patterns to recover from task failures.

Provides expert guidance on React component patterns, state management, and frontend best practices for efficient development.

Guides new project and feature planning through requirements gathering, user story development, and scope management for clear execution.

Enforces code quality standards through automated checks and quality assurance gates in the development lifecycle.