“Backend development”

Backend API design, database architecture, microservices patterns, and test-driven development.

Build robust backend systems with modern technologies (Node.js, Python, Go, Rust), frameworks (NestJS, FastAPI, Django), databases (PostgreSQL, MongoDB…

Build or change NewHeap consumer .NET foundations, modules, models, services, controllers, Scalar/OpenAPI contracts, partial updates, service-owned units of…

Backend development with Node.js/Express/Fastify and PostgreSQL.

Develop AI-powered applications using Genkit in Node.js/TypeScript.

Develop AI-powered applications using Genkit in Python.

Use when developing WordPress plugins: architecture and hooks, activation/deactivation/uninstall, admin UI and Settings API, data storage, cron/tasks…

Use when building, enhancing, or testing the NPA chat agent backend — grounded-first routing, cost-aware Token Factory model selection, the embedded-backend…

Beacon Object File (BOF) development.

Implement and route HitKeep contributions through the repository-owned hk developer platform.

Commands for running apps, linting, testing, and building in the Trezor Suite monorepo.

Iris is Redis's umbrella for AI-focused products.

乐奇眼镜与 RabiLink 手机端的官方资料核对、CXR-L 接入、眼镜应用安装、局域网音视频和真机验收。用于修改或排查 Rokid、乐奇、CXR、自定义眼镜应用、推流、录像、签名及设备连接。

Tauri v2+ cross-platform app development with Rust backend.

Use when developing WordPress (Gutenberg) blocks: block.json metadata, register_block_type(_from_metadata), attributes/serialization, supports, dynamic…

Develop and review NestJS modules, dependency injection, API boundaries, and authorization using the project version and conventions.

Use when executing a written implementation plan with independent tasks in the current session where delegation beats inline coordination cost; otherwise…

WHEN to auto-invoke: Creating UI components, building React/Vue/Svelte components, Next.js pages, styling with Tailwind/CSS, state management setup, form…

Use when implementing, refactoring, debugging, or reviewing source code or maintained code examples.

Use when verified work needs integration or cleanup of an existing task-created branch/worktree, or the user explicitly requests merge, PR, or branch…

开发或修改前端页面、交互和样式时使用；复用项目已有组件与主题，按职责组织代码，隔离数据及业务操作，保持正式页面与已获授权原型的一致性。不自动制作原型。

WHEN to auto-invoke: Creating API routes, building endpoints, adding route.ts files, implementing REST/GraphQL APIs, adding authentication to APIs, rate…

Develop fmind/dot CLI commands, session parsers, storage, configuration, and installation.

Develop, debug, and manage Temporal applications across Python, TypeScript, Go, Java, .NET, Ruby, and Rust.