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This skill should be used when the user asks to "design system architecture", "evaluate microservices vs monolith", "create architecture diagrams", "analyze dependencies", "choose a database", "plan for scalability", "make technical decisions", or "review system design". Use for architecture decision records (ADRs), tech stack evaluation, system design reviews, dependency analysis, and generating architecture diagrams in Mermaid, PlantUML, or ASCII format.

Setup Spanora AI observability in any project (JavaScript/TypeScript or Python). Use when user asks to "add spanora", "setup spanora", "integrate spanora", "add AI observability", "monitor LLM calls with spanora", "track AI costs", or mentions spanora in the context of adding observability to their project. Detects the language and installed AI SDKs (Vercel AI, Anthropic, OpenAI, LangChain) and configures the optimal integration pattern.

3D print models generated with Meshy AI. Handles slicer detection, white model printing, multi-color printing via API, and print-optimized download workflows.…

跨境电商选品智能体编排器。当用户需要进行完整的 Temu 选品流程、获取 5 款推荐产品、执行端到端选品分析时使用此 skill。自动调用 amazon-movers-shakers、temu-competitor-search、ali1688-sourcing、temu-pricing-calculator 等…

Alibaba Cloud RAM permission diagnosis and repair assistant. When an agent encounters any permission-related error while operating Alibaba Cloud resources (403, NoPermission, Forbidden, AccessDenied, InvalidSecurityToken, etc.), or when the user describes an Alibaba Cloud RAM permission issue, use this skill immediately. Do not wait for the user to explicitly request it — proactively start the diagnostic process whenever a permission error appears. Also applies when: a developer encounters permission issues while writing Alibaba Cloud SDK code, the user asks how to configure minimum permissions for an operation, or the user wants to know which permissions the current identity is missing.

Expert agile coaching for team transformation, framework selection, maturity assessment, and organizational change management. Use when selecting an agile framework for a team, coaching through Tuckman development stages, facilitating retrospectives, assessing organizational agile maturity, or designing a transformation roadmap.

生成全面的 API 文档，包括端点描述、请求/响应示例、认证指南、错误代码和 SDK。创建…

Expert skill for OpenClaw (v2026.2.19) — self-hosted AI gateway connecting chat apps (WhatsApp, Telegram, Discord, Slack, iMessage, Signal, LINE, Matrix, Teams, Google Chat) to AI agents. Use when user asks about: installing/configuring/updating OpenClaw, setting up or troubleshooting chat channels, security hardening and auditing, inspecting openclaw.json config or prompts (SOUL.md/AGENTS.md), multi-agent routing and session management, cloud deployment (AWS/GCP/Fly.io/Docker), upgrading versions, or discovering ClawHub skills. Includes bundled scripts for security audit, config inspection, and session scanning. Triggers on: "openclaw", "openclaw.json", "~/.openclaw", gateway config. Not for: general chatbot frameworks, non-OpenClaw gateways, or unrelated Docker questions.

使用 each::sense 从照片或文本描述生成 AI 头像。创建专业头像、卡通形象、3D 角色、奇幻人设、游戏……

Guide for Tailwind CSS v4 patterns and best practices. Use when styling components with Tailwind CSS, creating responsive layouts, or working with Tailwind 4…

REST API and WebSocket development with FastAPI emphasizing security, performance, and async patterns

Operations leadership advisor for COOs on business operations, process optimization, scaling infrastructure, cross-functional alignment, and operational excellence. Use when designing operational processes, planning headcount capacity, optimizing vendor relationships, building business continuity plans, or scaling operations for rapid growth.

Configure Home Assistant Assist voice control with pipelines, intents, wake words, and speech processing. Use when setting up voice control, creating custom…

Expert-level Python programming with PEP 8 standards and modern best practices. Use when writing Python code, debugging Python issues, explaining Python…

Use when deploying Deno apps to production, asking about Deno Deploy, or working with `deno deploy` CLI commands. Covers deployment workflows, environment…

Use when implementing iOS 26 features (Liquid Glass, new SwiftUI APIs, WebView, Chart3D), deploying iOS 26+ apps, or supporting backward compatibility with iOS…

Estimate intrinsic value of stocks and companies using DCF, dividend discount models, comparable multiples, and residual income. Use when the user asks about…

Use when assessing task complexity, before starting complex tasks, when stuck after multiple attempts, or reviewing code against best practices. Provides…

Validate, lint, audit, or check Fluent Bit configs (INPUT, FILTER, OUTPUT, tag routing).

Paperclip UI design system guide for building consistent, reusable frontend components. Use when creating new UI components, modifying existing ones, adding pages or features to the frontend, styling UI elements, or when you need to understand the design language and conventions. Covers: component creation, design tokens, typography, status/priority systems, composition patterns, and the /design-guide showcase page. Always use this skill alongside the frontend-design skill (for visual quality) and the web-design-guidelines skill (for web best practices).