1. Software Development

Debugs web applications via Chrome DevTools with console inspection, network monitoring, and performance analysis for developers.

Generates universal patterns for tree-sitter code parsing, covering AST visitors and query patterns for language plugin development.

Analyzes project manifest files to auto-identify frameworks, test tools, and build systems for seamless onboarding.

Retrieves library and feature documentation from a local knowledge base, falling back to web search when needed for development tasks.

Analyzes project technology stack to recommend development skills and optionally scaffold project-specific skills in the target repository.

Assists developers in effectively processing code review feedback, applying suggestions, and improving code implementation through iterative refinement.

Provides techniques for analyzing legacy codebases to streamline onboarding, refactoring, architecture reviews, and technical debt identification.

Detects and reports inconsistencies between database schemas and code data models for ORMs like SQLAlchemy and Django ORM.

Provides comprehensive functional, integration, and user experience testing for web applications to ensure quality.

Automates dependency management by detecting new imports in code and installing missing packages across multiple package managers.

Creates C4 model diagrams for software architecture documentation, enabling clear system planning and stakeholder communication.

Coordinates parallel task execution, aggregating results and handling errors in concurrent processing.

Generates type-safe code for LLM applications using BAML patterns, including schema design, DTOs, and client wrappers across multiple languages.

Provides modern R development assistance including tidyverse patterns, rlang metaprogramming, performance optimization, and package creation.

Provides framework-agnostic best practices for implementing Supabase features including Row Level Security, realtime subscriptions, storage, and edge functions.

Automates creation of React features with Clean Architecture in TypeScript/Vite projects, ensuring scalable and maintainable code structure.

Enterprise-grade web framework enhancement for Gin, featuring JWT authentication, SSE, cache management, and OpenAPI documentation generation.

Assists developers in understanding and implementing the HTMX library for building dynamic web interfaces with minimal JavaScript.

Provides development guidance for React 19 applications, covering Actions, Server Components, form handling, and optimistic updates for modern frontend development.

Enforces strict TypeScript type-checking rules to ensure robust and error-free code in any TypeScript project.

Provides state management patterns using TanStack Query for server state and Zustand for client state in React applications.

Step-by-step guide for implementing high-performance, native OS visual overlays using system APIs, avoiding browser engines.

Provides reusable patterns and best practices for using Drizzle ORM with PostgreSQL in TypeScript applications.

Restores user session state using a memory-keeper component following context loss events.