1. Software Development

Reviews pull requests and source code changes for quality, type safety, documentation, test coverage, and common issues in /library/src/.

Navigates Valibot repository structure to locate files, understand codebase layout, and find implementations, tests, and documentation.

Guides Android code reviews with MVVM/Compose pattern validation and type-specific checklists for Kotlin code in PRs.

Manages database schemas, executes queries, and handles migrations for Aurora DSQL in scalable application development.

Automates migration of Vendure Admin UI extensions from legacy Angular to React Dashboard, ensuring compatibility and modernization.

Enables development of cross-platform native desktop applications using Tauri 2.x and SolidJS for efficient web-based UI with system integration capabilities.

Provides reusable patterns for SolidJS reactivity and UI state management specifically tailored for OpenWork applications.

Provides a communication bridge between OpenWork UI and OpenCode runtime for seamless system integration.

Establishes core context and guardrails for the OpenWork native application, defining its foundational architecture and constraints.

Designs and structures agent tools, including descriptions, complexity reduction, and interface specifications for efficient agent workflows.

Provides Flutter patterns for BLE device communication, state management with Provider, backend integration, and localization across iOS and Android platforms.

Develops Omi framework plugins with webhook integration, chat tools, OAuth flows, and FastAPI/Express backend integrations.

Implements backend patterns for chat systems with memory extraction using LangGraph, FastAPI, and vector databases.

Provides firmware patterns and code examples for embedded systems using C/C++, BLE services, and audio codecs on nRF, ESP32, and Zephyr platforms.

Enables Omi API integration with OAuth authentication, webhook handling, and rate limiting for developer applications.

Guides developers in selecting and utilizing Cursor's AI agent modes (Agent, Ask, Plan, Debug) for effective code development and problem-solving.

Provides structured debug mode workflows and best practices for efficiently troubleshooting complex bugs, regressions, and performance issues in software development.

Starts a local development environment including backend services and a macOS application for testing and development.

Provides structured workflows and best practices for reviewing agent-generated and local code changes to catch bugs before merging into the main codebase.

Automates pull request creation by generating descriptions, validating requirements, checking for missing tests/docs, and linking issues.

Develops Higress WASM plugins in Go 1.24+ for HTTP request/response processing and custom gateway logic.

Provides external agent-based code review and architecture feedback using Anthropic models via Claude Agent SDK and other models via OpenRouter API.

Manages Flipt feature flags for controlling feature availability, enabling/disabling, and configuring segmented rollouts in software applications.

Manages Next.js development servers across multiple worktrees, enabling start, stop, and collaborative log access for developers.