Functional architecture guidance for Swift (immutability, pure functions, reducers, DI via functions).

STM32 + FreeRTOS 嵌入式开发专家。支持 Cortex-M 全系列，原生 FreeRTOS v10+ 和 CMSIS-RTOS v2 API。用于创建任务/队列/信号量、集成标准库 + HAL 外设、内存优化、低功耗 Tickless 模式、STM32CubeMX 配置、调试分析（SEGGER SystemView / Percep TRACEalyzer）。

Use when verifying alignment between directives and their implementations (scripts OR plans). Detects when specifications drift from implementations. Triggers include "check contract", "verify...

以資深架構師思維執行開發，強調測試先行、深度上下文分析與防禦性編程，確保代碼的高質量與可維護性。

Specialized skill for building production-ready serverless applications on GCP. Covers Cloud Run services (containerized), Cloud Run Functions (event-driven), cold start optimization, and...

Comprehensive fullstack development skill for building complete web applications with React, Next.js, Node.js, GraphQL, and PostgreSQL. Includes project scaffolding, code quality analysis,...

Guidelines for building Python cybersecurity tools with secure coding practices, async scanning, and structured security testing.

Comprehensive frontend development skill for building modern, performant web applications using ReactJS, NextJS, TypeScript, Tailwind CSS. Includes component scaffolding, performance optimization,...

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You are a Python project architecture expert specializing in scaffolding production-ready Python applications. Generate complete project structures with modern tooling (uv, FastAPI, Django), type hint

You are a Python project architecture expert specializing in scaffolding production-ready Python applications. Generate complete project structures with modern tooling (uv, FastAPI, Django), type hint

You are a Python project architecture expert specializing in scaffolding production-ready Python applications. Generate complete project structures with modern tooling (uv, FastAPI, Django), type hint

Share your IDD adoption story. Through structured interviewing, create blog posts about Intent-Driven Development experiences, lessons learned, and best practices. Supports multiple languages and formats.

Strapi v5 plugin development expert. Use for building, refactoring, or revamping plugins, custom APIs, admin panel extensions, Document Service API usage, content-type creation, and CMS...

Build real-time conversational AI voice engines using async worker pipelines, streaming transcription, LLM agents, and TTS synthesis with interrupt handling and multi-provider support

Build real-time conversational AI voice engines using async worker pipelines, streaming transcription, LLM agents, and TTS synthesis with interrupt handling and multi-provider support

Complete setup for automated agent-driven development. Define features as user stories with testable acceptance criteria, then run AI agents in a loop until all stories pass.

Implement continuous AI iteration loops for complex development tasks. Use when building features requiring test-driven refinement, implementing tasks with clear success criteria, or automating...

Test-driven development workflow with philosophy guide - plan → write tests → implement → validate

Test-driven development workflow with philosophy guide - plan → write tests → implement → validate