1. Software Development

Provides Vercel-engineered performance optimization guidelines for React and Next.js applications, covering component design, data fetching, and bundle efficiency.

Manages asynchronous data fetching, caching, and state in React applications using TanStack Query (formerly React Query).

Provides engineering best practices for JAX/Equinox projects, covering API stability, documentation, CI workflows, and serialization standards.

Builds a market maker bot for Turbine's BTC 15-minute prediction markets, implementing liquidity provision algorithms.

Provides React utility hooks for managing grouped state, persisting to localStorage, and synchronizing with URL parameters.

Provides comprehensive code review for Go applications, focusing on correctness, security, performance, and adherence to best practices.

Provides a Go code validation workflow including formatting, linting, testing, and security checks via the validate.sh script.

Reviews shell scripts for correctness, security, maintainability, and adherence to best practices, ensuring robust and efficient code.

Delegates coding tasks to Gemini CLI agent for parallel processing of multiple development issues.

Implements SedonaDB spatial function wrappers in the R package 'sx', including code, documentation, and tests based on prior research.

Audits code implementations against SedonaDB documentation to verify alignment and identify unimplemented functions after updates.

Builds Express API endpoints with consistent architecture, error handling, and validation for Node.js backend services.

Provides best practices for Flutter Rust Bridge (FRB) integration, including Rust API implementation, DartFn callbacks, and binding management.

Automates updating the libsignal native library version, including checking for updates and managing dependency bumps.

Guides implementation of Signal Protocol stores (SessionStore, IdentityKeyStore, etc.) in libsignal_dart for production deployment.

Provides guidance on quality-focused software architecture, including design patterns, code analysis, and development best practices.

Guides React and Next.js code optimization with Vercel's performance best practices for components, data fetching, and bundle size.

Automates staging, committing, and pushing code changes with conventional commit messages for streamlined development workflows.

Provides modern frontend development guidelines for React/TypeScript applications, covering patterns, file organization, styling, routing, and performance optimization.

Audits devloop integration against Claude Code updates to identify and implement new feature opportunities for development tooling.

Enables type-safe form validation in React applications through Zod schema integration with React Hook Form.

Provides caching utilities for Django applications using Redis and django-cacheops, including cache invalidation and API performance optimization.

Provides a suite of tools for building complex, multi-component HTML artifacts using React, Tailwind CSS, and shadcn/ui for Claude.ai, supporting state management and routing.

Automates identifying and fixing failing tests through smart error grouping, ensuring test suites pass with minimal manual intervention.