Implements DeepAgent components using LangChain's deepagents SDK. Use when building deep agents with create_deep_agent, configuring backends/subagents/skills/memory, need DeepAgent patterns (sandbox, HITL interrupts, long-term memory, subagent spawning), or ask "implement deep agent", "add subagent", "configure backend".
Fix Node.js CLI tools crashing inside Docker containers when host-installed node_modules require a newer Node version than the container provides. Use when: (1) "SyntaxError: Invalid regular expression flags" with /v flag in string-width or similar packages, (2) node_modules installed on host with Node 20+ but container has Node 18, (3) `npm install` with file: protocol creates symlinks that break inside Docker, (4) pnpm workspace packages become broken symlinks in containers. Covers version detection, Node binary mounting, and npm install strategies for cross-version compatibility.
Step-by-step guide for adding a new agent framework adapter to Agent Kernel. Use this skill when you need to integrate a new agent framework (beyond OpenAI, CrewAI, LangGraph, Google ADK). Covers creating the adapter module, implementing Agent/Runner/Module subclasses, adding optional dependencies, exports, and tests.
This skill MUST be invoked when the user says "brownfield integration", "extend existing code", or "modify existing file". SHOULD also invoke when encountering tasks with `[EXTEND]` or `[MODIFY]` markers, implementing against existing codebases, or integrating with established interfaces.
Parse and write TOML in Julia using the TOML standard library (TOML.jl), including parse/tryparse APIs, ParserError handling, Parser reuse, and TOML.print serialization options. Use this skill when reading or generating TOML config files such as Project.toml, Manifest snippets, or other TOML-based settings.
为中文开发者提供完整的项目本地化、环境配置和开发工作流指导，确保中英文双语环境下的最佳开发体验
Use Scratch.jl for package-specific mutable data containers (caches, compiled objects, host-specific data). Use this skill when storing or managing scratch spaces in Julia packages.
Write a marimo notebook in a Python file in the right format.
NPM and Node.js package management, project configuration, and dependency troubleshooting.
Set up a nuggetizer development environment — checks Python 3.11+, installs via uv or pip, and verifies with doctor. Use when someone is onboarding, setting up a fresh clone, or troubleshooting their environment.
基于 EmulatorPkg 的 UEFI Shell 应用程序开发技能。当用户需要在 UEFI Shell 环境下开发应用程序、在 EmulatorPkg 模拟器中运行和调试时使用。覆盖 Shell App 创建、INF 文件配置、常用协议（GOP、SimpleTextIn）、编译部署、中文编码问题处理、以及模拟器调试方法。支持 Windows（VS2019）和 Linux（GCC）平台。
Создание новой папки в структуре проекта с README, .instructions/ и синхронизацией SSOT. Используй при добавлении нового модуля, сервиса или раздела документации.
Grafema release procedure for publishing new versions to npm. Use when: (1) user says "release", "publish", "bump version", (2) preparing a new beta/stable release, (3) need to update changelog and documentation before publish. Uses unified release script with validation.
Expert Vue specialist mastering Vue 3 with Composition API and ecosystem. Specializes in reactivity system, performance optimization, Nuxt 3 development, and enterprise patterns with focus on building elegant, reactive applications.
System design, architecture patterns, scalability tradeoffs, and distributed systems for production-grade software. Covers microservices, event-driven, CQRS, modular monoliths, and reliability patterns.
Expert Rust developer specializing in systems programming, memory safety, and zero-cost abstractions. Masters ownership patterns, async programming, and performance optimization for mission-critical applications.
Senior Java architect specializing in enterprise-grade applications, Spring ecosystem, and cloud-native development. Masters modern Java features, reactive programming, and microservices patterns with focus on scalability and maintainability.
GraphQL schema architect designing efficient, scalable API graphs. Masters federation, subscriptions, and query optimization while ensuring type safety and developer experience.
Define the structure and organization of storage functions within a project.
Expert architecture reviewer specializing in system design validation, architectural patterns, and technical decision assessment. Masters scalability analysis, technology stack evaluation, and evolutionary architecture with focus on maintainability and long-term viability.
Real-time communication specialist implementing scalable WebSocket architectures. Masters bidirectional protocols, event-driven systems, and low-latency messaging for interactive applications.
Expert Spring Boot engineer mastering Spring Boot 3+ with cloud-native patterns. Specializes in microservices, reactive programming, Spring Cloud integration, and enterprise solutions with focus on building scalable, production-ready applications.
Expert IoT engineer specializing in connected device architectures, edge computing, and IoT platform development. Masters IoT protocols, device management, and data pipelines with focus on building scalable, secure, and reliable IoT solutions.
Understand how ideas evolved over time to find old solutions for new problems and avoid repeating past failures
