1. Software Development

Drafts or opens a pull request with a structured description, evidence, and Beads references for efficient code collaboration.

Expert guidance on React 18/19 best practices including Server Components, hooks, and performance optimization for frontend development.

Expert assistance for Tailwind CSS v4, covering configuration, Oxide engine, and modern utility classes for efficient frontend development.

Expert assistance for TanStack Query v5, covering caching strategies, optimistic updates, and infinite queries in React applications.

Expert implementation guidance for real-time bidirectional communication using WebSocket, Socket.io, and Server-Sent Events.

Enforces multi-layer data validation across system boundaries to prevent runtime failures from invalid input, making bugs structurally impossible.

Provides auto-invoked assistance for Convex backend development, ensuring correct schema, query, mutation, and action patterns throughout the development lifecycle.

Automatically enforces React, TypeScript, security, and testing standards using hierarchical CLAUDE.md configuration files upon code creation or modification.

Researches React Query patterns for server state management in React applications using code search and documentation.

Expert assistance with Stripe API integration for payments, subscriptions, and webhooks, including security best practices.

Expert in Drizzle ORM for defining database schemas, managing migrations, and writing type-safe SQL queries in TypeScript applications.

Automates code review processes by providing a structured checklist for PR reviews, ensuring consistent quality checks on code submissions.

Verifies skill functionality using Test-Driven Development (TDD) with RED-GREEN-REFACTOR to ensure robustness before deployment.

Builds FastAPI microservices with plugins, message brokers, OAuth2/OIDC, OpenTelemetry, and structured logging.

Expert guidance for Next.js 16 App Router, React Server Components, and caching strategies to optimize web application performance.

Guides developers through Git branching, committing, and pull request creation to contribute new skills to upstream repositories.

Automates Graphite CLI workflow for creating, managing, and merging stacked pull requests in software development.

Clarifies ambiguous implementation requests by prompting for additional details before proceeding with code development or refactoring.

Automates dual Qt5/Qt6 compatibility in Debian package builds by dynamically adjusting CMake configurations and library linking for deepin OS versions.

Executes software implementation plans via independent subagents with mandatory code review between tasks, ensuring quality and accelerating development cycles.

Prevents common testing anti-patterns including mocking behavior, production code pollution, and dependency misunderstandings.

Delivers expert code reviews with Staff Engineer rigor, incorporating ticket context and documentation for comprehensive feedback.

Expert assistance for building type-safe APIs with tRPC, covering router setup, procedures, middleware, and React Query integration.

Expert assistance for React 19.2 frontend development with hooks, server components, actions, and TypeScript integration.