1. Software Development

Enforces a custom hook pattern for child components to access resolved query data efficiently in React applications.

Automates setting queryKey from queryFn input in data fetching libraries like React Query for proper caching and deduplication.

Generates TypeScript union types from constant arrays to avoid value repetition in type definitions and runtime arrays.

Guides creation and usage of Alembic for database schema migrations when modifying models.py in Python applications.

Automates basic functionality checks on a deployed application to verify core features work after deployment.

Provides best practices for integrating Better Auth, a TypeScript authentication framework, into web applications.

Generates secure authentication layers for TypeScript/JavaScript applications using the Better Auth library.

Diagnoses and resolves rendering issues in graphics-intensive applications through targeted debugging techniques.

Generates automated unit tests to validate code functionality and ensure robust application behavior.

Guides Qiskit MCP server development with async patterns, pytest fixtures, GitHub CI/CD, and code quality checks for tools, resources, and tests.

Provides AssemblyScript utilities for developing subgraph mappings, event handlers, and entity store operations in The Graph indexer.

Provides code explanations for Solidity smart contracts, helping developers understand contract functionality and logic through natural language triggers.

Simplifies and refactors Solidity code for improved clarity and maintainability, triggered by specific commands.

Generates Elixir backend projects with GenAI capabilities using cookiecutter templates and guides LangServe deployment setup.

Manages protocol and standard specifications defining system behavior, enabling creation and updates of contracts for tasks to implement against.

Provides comprehensive code quality assessment for projects to ensure consistent standards before commits, merges, or releases.

Generates new OpenMRS ESM microfrontends (DHTI conch) from templates for seamless integration with OpenMRS 3.x.

Systematic debugging tool using a 5-step loop to resolve bugs, test failures, and unexpected behavior in project code.

Automates final development steps: validation, documentation, review, and merging to the develop branch.

Generates Architecture Decision Records (ADRs) via interactive conversation to document technology choices, architecture patterns, and third-party service selections.

Automates creating Git commits in project directories with conventional commit messages, ensuring quality and standardization.

Executes code implementation phases by writing code in designated spaces and tracking progress in ideas, following a prior /plan command.

Validates specification completeness and implementation compliance in software development workflows, supporting pre-approval and post-completion checks.

Provides a data-driven framework for building complex UICollectionView layouts in Swift, supporting reactive data binding, performance optimization, and advanced UI features.