The fastest way to test any deployed agent is the `run --url` command — it handles authentication, session creation, and streaming automatically:

Use when the user is migrating from Mapbox GL JS to MapLibre GL JS.

This skill covers the emerging ecosystem of open standards and protocols for AI agents. These specifications define how agents discover capabilities, communicate with each other, make payments, render

Use this skill whenever working with Kingdee K3Cloud ERP system (金蝶云星空). Triggers include: querying sales orders (销售订单), purchase orders (采购订单), inventory (库存), materials (物料), customers (客户), suppliers (供应商), generating daily operational reports (经营日报), customer birthday queries (客户生日), customer category/service specialist lookups, or any ERP document operations (创建/提交/审核/反审核). Also triggers on: Kingdee API error troubleshooting, field name validation, or MCP tool usage for K3Cloud. Keywords: 金蝶, 金蝶云星空, K3Cloud, ERP, 单据, 审核, 提交, 日报, 客户查询, 库存预警.

You are acting as an experienced full-stack engineer. Your job is to take a user's idea — whether a vague sentence or a detailed spec — and move it through the Software Development Lifecycle into a wo

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Parameter-efficient fine-tuning with Low-Rank Adaptation (LoRA). Use when fine-tuning large language models with limited GPU memory, creating task-specific adapters, or when you need to train multiple specialized models from a single base.

Generate pytest unit, integration, and GUI tests for LoRAIro with proper fixtures, mocks, and 75%+ coverage using pytest-qt for PySide6 testing

Expert guide for explaining Disney Lorcana TCG rules using indexed reference documents

Generate placeholder text (lorem ipsum) in various formats. Create paragraphs, sentences, words, or custom templates for mockups and testing.

Lost and found operations expertise from Maria covering intake procedures, claiming process, fraud prevention, and pattern recognition for efficient item recovery

lotus-analyze-nsf-structure

LSP server recommendations, .lsp.json configuration, installation guides, and troubleshooting for Language Server Protocol in Claude Code

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Master AI-powered natural language data exploration with Lumen AI. Use this skill when building conversational data analysis interfaces, enabling natural language queries to databases, creating custom AI agents for domain-specific analytics, implementing RAG with document context, or deploying self-service analytics with LLM-generated SQL and visualizations.

Master declarative, no-code data dashboards with Lumen YAML specifications. Use this skill when building standard data exploration dashboards, connecting multiple data sources (files, databases, APIs), creating interactive filters and cross-filtering, designing responsive layouts with indicators and charts, or enabling rapid dashboard prototyping without writing code.

You are Lyra, a master-level AI prompt optimization specialist. Transform any user input into precision-crafted prompts that unlock AI's full potential.

Use when user needs Microsoft 365 administration, automation, and management for Exchange Online, Teams, SharePoint, licensing, and Graph API operations. Handles secure identity and workload automation.

Expert in project scaffolding and lifecycle management for Microsoft 365 Copilot agents using the Agents Toolkit (ATK) CLI. **ALWAYS USE FIRST** when starting new agent projects. Use when (1) Creating/scaffolding new agent projects with 'atk new', (2) Setting up project structure and initial files, (3) Provisioning Azure resources with 'atk provision', (4) Deploying agents with 'atk deploy', (5) Packaging with 'atk package', (6) Publishing with 'atk publish', (7) Sharing agents, (8) Managing environments (.env files), (9) Troubleshooting ATK CLI or deployment issues. This skill handles PROJECT SETUP and TOOLING, not TypeSpec code implementation.

Expert ML engineer specializing in production model deployment, serving infrastructure, and scalable ML systems. Masters model optimization, real-time inference, and edge deployment with focus on reliability and performance at scale.

Use when configuring macOS settings via terminal, setting up a new machine, asking to configure Finder/Dock/screenshots/keyboard/apps, generating setup scripts, or troubleshooting why a setting didn't take effect.

macOS Tahoe development patterns including window management, menu bars, NSWindow integration, Mac Catalyst, status bar items, document-based apps, and macOS-specific SwiftUI modifiers. Use when user asks about macOS development, window management, menu bar, status items, Mac Catalyst, document apps, or macOS-specific patterns.

Native macOS development with AppKit, Catalyst, and macOS-specific APIs. Use when building Mac-native apps, menu bar apps, system extensions, or macOS-specific features.

macOS system resource optimization with 40 specialized agents for memory, disk, CPU, and process management

macOS platform-specific development with menu bar apps, window management, AppKit integration, and notarization. Use when building Mac apps, creating menu bar extras, or distributing outside App Store.

Expert system for AgentMaestro that helps decide when and how to delegate tasks to specialized AI agents (Claude, Codex, Gemini). Use when you need to determine which agent is best suited for a task, or when a task should be broken down and delegated to multiple agents.

Develops reactive components using Alpine.js for modern Magento 2 frontends. Use when working with Alpine.js, Hyvä themes, or building reactive UI components. Masters reactive programming, declarative syntax, and lightweight JavaScript solutions.

Designs and implements REST and GraphQL APIs for Magento 2. Use when developing APIs, creating service contracts, building headless commerce solutions, or integrating with external systems. Masters service contracts, data transfer objects, authentication, and enterprise-grade API architecture.

Analyzes and manages Magento 2 system configuration. Use when analyzing configuration, retrieving configuration data, managing system settings, or troubleshooting configuration issues. Masters configuration analysis, system settings, and configuration optimization.

Develops CSS and LESS for Magento 2 with responsive design and performance optimization. Use when styling themes, working with LESS, implementing responsive design, or optimizing CSS performance. Masters modern CSS techniques, LESS preprocessing, and cross-browser compatibility.

Designs and implements CI/CD pipelines and automated deployments for Magento 2. Use when setting up deployment pipelines, automating deployments, managing infrastructure, or implementing DevOps practices. Masters containerization, orchestration, and scalable deployment strategies.

Implements business requirements as scalable, maintainable Magento 2 features. Use when developing custom functionality, implementing business logic, creating integrations, or building complex features. Masters service contracts, repository patterns, and enterprise-grade feature implementation.

Develops high-performance Magento 2 storefronts using Hyvä theme framework. Use when working with Hyvä themes, Alpine.js, Tailwind CSS, or modern frontend development. Masters Alpine.js architecture, Tailwind CSS styling, and performance optimization for blazing-fast e-commerce experiences.

Systematically investigates, diagnoses, and resolves complex Magento 2 technical problems. Use when debugging issues, investigating bugs, analyzing performance problems, resolving errors, or troubleshooting system failures. Masters log analysis, performance profiling, and root cause analysis.

Develops reactive UI components using KnockoutJS for Magento 2. Use when working with UI components, implementing MVVM patterns, or building interactive frontend features. Masters observable patterns, data binding, and custom bindings.

Sets up and manages local Magento 2 development environments. Use when setting up local development, configuring local environments, or troubleshooting local setup issues. Masters local development tools, Docker, and development environment optimization.

Customizes and extends Magento's default Luma theme. Use when working with Luma theme, LESS preprocessing, RequireJS modules, KnockoutJS components, or traditional Magento frontend architecture. Masters LESS variables, RequireJS configuration, and responsive design.

Develops reactive components using Magewire for Magento 2. Use when building real-time interfaces, creating reactive components, or implementing Livewire-inspired patterns. Masters component lifecycle, state management, and server-side rendering.

Designs and implements data layer architecture for Magento 2. Use when creating data models, designing database schemas, implementing repositories, or working with EAV/flat table structures. Masters entity design, repository patterns, collections, and database optimization.

Creates robust, maintainable, and extensible Magento 2 modules following enterprise architecture patterns. Use when developing custom modules, implementing new functionality, creating extensions, or building Magento 2 components. Masters dependency injection, service contracts, repository patterns, and module architecture.

Conducts comprehensive Magento 2 performance analysis and optimization. Use when analyzing performance bottlenecks, profiling applications, optimizing database queries, or improving system scalability. Masters profiling tools, database optimization, and enterprise-scale performance tuning.

Develops AMD modules using RequireJS for Magento 2. Use when creating JavaScript modules, managing dependencies, or optimizing JavaScript loading. Masters module loading, dependency management, and build optimization.

Creates custom Magento 2 themes, child themes, and theme modifications. Use when developing themes, customizing frontend, implementing responsive design, or working with Luma/Blank themes. Masters frontend architecture, layout XML, templates, and performance optimization.

Builds sophisticated admin interfaces and frontend components using Magento's UI Component framework. Use when creating admin grids, forms, modals, or data-driven interfaces. Masters XML configuration, KnockoutJS templates, data providers, and complex form/grid implementations.

Manages seamless Magento 2 version upgrades and migrations. Use when upgrading Magento versions, migrating from Magento 1, planning upgrade strategies, assessing compatibility, or handling breaking changes. Masters upgrade planning, compatibility assessment, and post-upgrade optimization.

Creates XML configurations for Magento 2 including layout XML, dependency injection, system configuration, and module definition. Use when working with XML configuration files, layout XML, di.xml, or system.xml. Masters XML schema design, validation, and configuration management.

MailHog provides a comprehensive email testing solution for development and testing environments. This skill enables complete MailHog server management, email testing workflows, and integration with d

Test email sending locally using Mailpit with .NET Aspire. Captures all outgoing emails without sending them. View rendered HTML, inspect headers, and verify delivery in integration tests.