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使用 AppLens、Azure Monitor、资源运行状况和安全分流在 Azure 上调试 Azure 生产环境问题。何时使用：调试生产问题、排查应用服务问题、…

适用于在云服务器上自托管 OpenClaw、加固远程 OpenClaw 网关、在 SSH 隧道、Tailscale 或反向代理暴露方式之间进行选择，或者……

适用于为自托管进行云服务器的设置、加固或审查，包括 DNS、SSH、防火墙、Nginx、静态站点托管、反向代理……

改进布局、间距和视觉节奏。修复单调的网格、不一致的间距以及薄弱的视觉层级。当用户提到布局感觉……时使用。

品牌优先的落地页设计师——通过访谈用户挖掘品牌标识（形容词、色彩、排版、形状语言），随后通过 Stitch 生成并迭代打磨落地页，输出可直接部署的 HTML。当用户尚未确立视觉方向，需要制作独立的落地页或营销页时，优先使用本技能而非 frontend-design。触发条件：用户要求“创建/设计/构建落地页”、“为我的项目/产品/服务制作主页”、“构建营销页”，或希望推广应用/副项目。特别是当用户尚未定义品牌颜色、字体或视觉风格时——引导式的品牌访谈是其核心价值。不触发条件：用户已有具体设计稿需要实现、想要构建仪表盘或应用 UI、需要组件级的前端开发（按钮、表单、导航栏）、正在构建多页应用，或使用已知设计令牌重新设计现有页面。在这些情况下，请使用 frontend-design。

Sets up a Linux environment for Flutter development. Use when configuring a Linux machine to run, build, or deploy Flutter applications.

Build end-to-end MLOps pipelines from data preparation through model training, validation, and production deployment. Use when creating ML pipelines,…

为 CTF 挑战提供数字取证与信号分析技术。适用于分析磁盘镜像、内存转储、事件日志、网络抓包……

提供适用于无法明确归入主要类别的杂项 CTF 挑战技巧。用于编码谜题、pyjails、bash jails 等……

按照 Apple 人机界面指南设计原生 iOS 界面。当用户提及"iPhone app"、"iPad layout"、"SwiftUI"、"UIKit"、"Dynamic Type"、"SF Symbols"、"Haptic Feedback"、"Safe Area"、"Auto Layout"、"Dark Mode"、"WidgetKit"、"SwiftUI Previews"时使用。确保遵循平台规范，包括触摸目标尺寸（44×44 pt）、系统字体排版层级、导航模式（NavigationView/TabView）以及自适应布局。优先考虑手势交互、辅助功能（VoiceOver、Reduce Motion）和性能优化。适用于需要 App Store 发布、与 Apple 生态系统深度集成（Handoff、AirDrop、Core Data/iCloud 同步）或利用设备专属功能（Camera、ARKit、Core ML）的场景。

Specialized skill for building production-ready serverless

Use when validating Azure DevOps pipeline changes for the VS Code build. Covers queueing builds, checking build status, viewing logs, and iterating on pipeline…

Specialized skill for building production-ready Discord bots.

Design AWS architectures for startups using serverless patterns and IaC templates. Use when asked to design serverless architecture, create CloudFormation…

Build Amazon Machine Images (AMIs) with Packer using the amazon-ebs builder. Use when creating custom AMIs for EC2 instances.

Use when medium-to-large changes need explicit requirements, technical design, and task planning before implementation, especially for multi-module work,…

OmniStudio Data Mapper (formerly DataRaptor) creation and validation with 100-point scoring. Use when building Extract, Transform, Load, or Turbo Extract Data Mappers, mapping Salesforce object fields, or reviewing existing Data Mapper configurations. TRIGGER when: user creates Data Mappers, configures field mappings, works with OmniDataTransform metadata, or asks about DataRaptor/Data Mapper patterns. DO NOT TRIGGER when: building Integration Procedures (use sf-industry-commoncore-integration-procedure), authoring OmniScripts (use sf-industry-commoncore-omniscript), or analyzing cross-component dependencies (use sf-industry-commoncore-omnistudio-analyze).

Optional advanced tool for complex data modeling. For simple table creation, use relational-database-tool directly with SQL statements.

World-class prompt engineering skill for LLM optimization, prompt patterns, structured outputs, and AI product development. Expertise in Claude, GPT-4, prompt…

Build Azure managed images and Azure Compute Gallery images with Packer. Use when creating custom images for Azure VMs.