開發

Build AI agents using prompt-native architecture where features are defined in prompts, not code. Use when creating autonomous agents, designing MCP servers, implementing self-modifying systems, or adopting the "trust the agent's intelligence" philosophy.

Full read-write access to remote storage backends (local, FTP, SFTP, S3, Azure). Upload files, delete files, create directories, in addition to listing and downloading. Use when you need to modify files on cloud storage, FTP servers, or remote filesystems.

Master Kotlin syntax, OOP principles, SOLID practices, functional programming, and data structures.

Review code for Visual Layout Builder quality standards including TypeScript patterns, React 2025 best practices, accessibility, and performance. Use when reviewing PRs, checking code quality, or ensuring compliance with project conventions.

OnePlan is a GitHub-native, context-driven engineering workflow using Milestones (tracks), Issues (spec/plan), and Sub-issues (phases/tasks). Use for complex features/bugfixes that need structured planning, resumable execution, parallel tasks, and team coordination.

CI/CD pipelines, Docker 27, Kubernetes 1.32, and infrastructure as code.

FastAPI development including async endpoints, Pydantic models, dependency injection, and OpenAPI documentation. Activate for FastAPI apps, async Python APIs, and modern Python web services.

Automate creation of complete CRUD entities (backend Laravel + frontend Vue) following Budget Manager project conventions. Use when the user asks to create a new entity, model, resource, or CRUD feature. Triggers on requests like "create a new category entity", "add a product model with CRUD", "generate an entity for transactions", or any request to scaffold a complete feature with database, API, and UI components.

Ability to design, analyse, test, and maintain mechanical systems and components that meet defined functional, safety, and performance requirements. Includes applying engineering principles to materials, structures, thermodynamics, fluid mechanics, and motion systems; producing and interpreting technical designs and specifications; validating designs through analysis and testing; and supporting manufacture, operation, and lifecycle management. Applies across industrial, infrastructure, energy, manufacturing, and product contexts and is independent of specific tools or industries, with human accountability retained for safety, compliance, and outcomes.

Laravel Dusk - Browser automation and testing API for Laravel applications. Use when writing browser tests, automating UI testing, testing JavaScript interactions, or implementing end-to-end tests in Laravel.

Write technical content for the Physical AI textbook including chapters, examples, code snippets, and exercises. Use when creating new chapters, writing module content, adding code examples, or creating assessments.

AI-driven development planning skill that produces TDD-ready specifications using research-backed methodologies (Plan-then-Act, Reflexion, ToT/LATS, ReAct).USE THIS SKILL PROACTIVELY when:- User requests a feature implementation- User reports a bug that needs fixing- User asks for code refactoring- Task involves multiple files or components- Requirements need clarification before coding- You need to create a comprehensive development planThis skill implements the complete planning pipeline: repo analysis → test-first design → structured plan generation → self-critique → TDD handover specification.OUTPUT: Structured TDD Handover Spec (JSON + Markdown) ready for TDD agent consumption.

Playwright modern end-to-end testing framework with cross-browser automation, auto-wait, and built-in test runner. Use when testing web applications end-to-end, implementing cross-browser testing, or recording user flows with screenshots and videos.

Use when building features with unknowns or uncertainties - start from well-understood parts (business logic, UX, pure functions), write code as if ideal collaborators exist, use mocks to define APIs through usage, preventing analysis paralysis from trying to understand everything upfront

Python development expert. Activates when writing Python code (.py files), discussing Python frameworks (FastAPI, Django, Flask), or Python-specific questions. Provides modern Python 3.10+ patterns, type hints, async/await best practices, and Pythonic code.

Takes a data model providede as JSON schema and converts it to mermaid chart code

单细胞分析最佳实践集合 - 100%完整覆盖（410个文件：407个HTML文档+3个项目文档）

Standard patterns for HTTP/API clients in Next.js 16+ App Router frontends: where to put the client, how to type it, how to handle errors, and how to attach auth headers in a reusable way.

Guide for implementing Turborepo - a high-performance build system for JavaScript and TypeScript monorepos. Use when setting up monorepos, optimizing build performance, implementing task pipelines, configuring caching strategies, or orchestrating tasks across multiple packages.

Angular 21+ functional HTTP interceptors for auth, error handling, loading states, retry logic, caching, and security best practices