Use when implementing any feature or bugfix, before writing implementation code
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tui-validate
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Validates Terminal User Interface (TUI) output using freeze for screenshot capture and LLM-as-judge for semantic validation. Supports both visual (PNG/SVG) and text-based validation modes.
work-item-designer
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Create or refine well-formed backlog work items for AI-assisted development. Use when drafting a new item, refining an underspecified task, splitting a large task, or validating readiness before...
Guideline setup and develop application base on SvelteKit, tailwindcss, shadcn-svelte framework.
Analyzes legacy PL/I (Programming Language One) programs to assist with migration to modern Java applications. Extracts business logic, data structures, procedure definitions, and file operations...
fujitsu-mainframe
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Analyzes and assists with Fujitsu mainframe systems including FACOM, PRIMERGY, BS2000/OSD, OSIV/MSP, OSIV/XSP, NetCOBOL, PowerCOBOL, and Fujitsu JCL. Extracts business logic from Fujitsu COBOL...
Provides the complete Embedded Swift documentation for developing on microcontrollers, embedded systems, and baremetal applications.
app-builder
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Main application building orchestrator. Creates full-stack applications from natural language requests. Determines project type, selects tech stack, coordinates agents.
docker-composer
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Expert guide for creating Docker Compose configurations, Dockerfiles, and container orchestration. Use when containerizing applications, setting up development environments, or configuring...
rust
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Rust development patterns, project setup, CLI/TUI applications, error handling, and system integration
migration-patterns
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Database migration creation with mandatory RLS policies and ARCHitect approval workflow. Use when creating migrations, adding tables with RLS, or updating Prisma schema.
code-task-generator
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This sop generates structured code task files from rough descriptions, ideas, or PDD implementation plans. It automatically detects the input type and creates properly formatted code task files...
Create API handoff documentation for frontend developers. Use when backend work is complete and needs to be documented for frontend integration, or user says 'create handoff', 'document API',...
Expert in building portfolios that actually land jobs and clients - not just showing work, but creating memorable experiences. Covers developer portfolios, designer portfolios, creative...
moai-lang-swift
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Swift 6.0 enterprise development with async/await, SwiftUI, Combine, and Swift Concurrency. Advanced patterns for iOS, macOS, server-side Swift, and enterprise mobile applications with Context7...
ionic
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Ionic development guidelines for building cross-platform mobile applications with Angular, Cordova, and Firebase integration.
pufferlib
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This skill should be used when working with reinforcement learning tasks including high-performance RL training, custom environment development, vectorized parallel simulation, multi-agent...
TinyVue 组件库代码的**生成**和**实施指导**，在分析、规划或生成组件时使用。本技能提供严格的 API 约束、文档和示例的查找流程以及代码规范。
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）。
kotlin-specialist
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Expert Kotlin developer specializing in Kotlin 2.0, Kotlin Multiplatform Mobile (KMP), Coroutines, and Ktor for building modern cross-platform applications and backend services.