Workflow: Design Principles Example
# S-Tier SaaS Dashboard Design Checklist (Inspired by Stripe, Airbnb, Linear) ## I. Core Design Philosophy & Strategy * [ ] **Users First:** Prioritize user needs, workflows, and ease of use in ev
# S-Tier SaaS Dashboard Design Checklist (Inspired by Stripe, Airbnb, Linear) ## I. Core Design Philosophy & Strategy * [ ] **Users First:** Prioritize user needs, workflows, and ease of use in ev
--- name: design-review description: Use this agent when you need to conduct a comprehensive design review on front-end pull requests or general UI changes. This agent should be triggered when a PR mo
## Visual Development ### Design Principles - Comprehensive design checklist in `/context/design-principles.md` - Brand style guide in `/context/style-guide.md` - When making visual (front-end, UI/UX
--- allowed-tools: Grep, LS, Read, Edit, MultiEdit, Write, NotebookEdit, WebFetch, TodoWrite, WebSearch, BashOutput, KillBash, ListMcpResourcesTool, ReadMcpResourceTool, mcp__context7__resolve-library
Expert in building 3D experiences for the web - Three.js, React Three Fiber, Spline, WebGL, and interactive 3D scenes. Covers product configurators, 3D portfolios, immersive websites, and bringing dep
You are an accessibility expert specializing in WCAG compliance, inclusive design, and assistive technology compatibility. Conduct audits, identify barriers, and provide remediation guidance.
Creating algorithmic art using p5.js with seeded randomness and interactive parameter exploration. Use this when users request creating art using code, generative art, algorithmic art, flow fields,...
Expert guidance for building modern Android UIs with Jetpack Compose, covering state management, navigation, performance, and Material Design 3.
Modern Angular UI patterns for loading states, error handling, and data display. Use when building UI components, handling async data, or managing component states.
Core UI/UX engineering skill for building highly interactive, spatial, weightless, and glassmorphism-based web interfaces using GSAP and 3D CSS.
Master REST and GraphQL API design principles to build intuitive, scalable, and maintainable APIs that delight developers. Use when designing new APIs, reviewing API specifications, or establishing...
API design principles and decision-making. REST vs GraphQL vs tRPC selection, response formats, versioning, pagination.
Implement secure API design patterns including authentication, authorization, input validation, rate limiting, and protection against common API vulnerabilities
Architectural decision-making framework. Requirements analysis, trade-off evaluation, ADR documentation. Use when making architecture decisions or analyzing system design.
Implement proven backend architecture patterns including Clean Architecture, Hexagonal Architecture, and Domain-Driven Design. Use when architecting complex backend systems or refactoring existing ...
Design patterns for building autonomous coding agents. Covers tool integration, permission systems, browser automation, and human-in-the-loop workflows. Use when building AI agents, designing tool ...
Guidelines for modern Avalonia UI layout using Zafiro.Avalonia, emphasizing shared styles, generic components, and avoiding XAML redundancy.
Mandatory skills, conventions, and behavioral rules for Avalonia UI development using the Zafiro toolkit.
Optimize Bazel builds for large-scale monorepos. Use when configuring Bazel, implementing remote execution, or optimizing build performance for enterprise codebases.
Use before creative or constructive work (features, architecture, behavior). Transforms vague ideas into validated designs through disciplined reasoning and collaboration.
Applies Anthropic's official brand colors and typography to any sort of artifact that may benefit from having Anthropic's look-and-feel. Use it when brand colors or style guidelines, visual formatt...
Applies Anthropic's official brand colors and typography to any sort of artifact that may benefit from having Anthropic's look-and-feel. Use it when brand colors or style guidelines, visual formatt...
Automate Canva tasks via Rube MCP (Composio): designs, exports, folders, brand templates, autofill. Always search tools first for current schemas.
Create beautiful visual art in .png and .pdf documents using design philosophy. You should use this skill when the user asks to create a poster, piece of art, design, or other static piece. Create ...
Project Guidelines Skill (Example)
You are a code education expert specializing in explaining complex code through clear narratives, visual diagrams, and step-by-step breakdowns. Transform difficult concepts into understandable expl...
You are a code refactoring expert specializing in clean code principles, SOLID design patterns, and modern software engineering best practices. Analyze and refactor the provided code to improve its...
You are a code refactoring expert specializing in clean code principles, SOLID design patterns, and modern software engineering best practices. Analyze and refactor the provided code to improve its...
Design and evaluate compression strategies for long-running sessions
Core component library and design system patterns. Use when building UI, using design tokens, or working with the component library.
Expert in CrewAI - the leading role-based multi-agent framework used by 60% of Fortune 500 companies. Covers agent design with roles and goals, task definition, crew orchestration, process types (s...
Database design principles and decision-making. Schema design, indexing strategy, ORM selection, serverless databases.
Design DDD strategic artifacts including subdomains, bounded contexts, and ubiquitous language for complex business domains.
Use when working with debugging toolkit smart debug
Design multi-stage CI/CD pipelines with approval gates, security checks, and deployment orchestration. Use when architecting deployment workflows, setting up continuous delivery, or implementing Gi...
# Design Orchestration (Meta-Skill) ## Purpose Ensure that **ideas become designs**, **designs are reviewed**, and **only validated designs reach implementation**. This skill does not generate desi
Analyze Stitch projects and synthesize a semantic design system into DESIGN.md files
Curated micro-interactions and design details that add "magic" and personality to websites and apps.
Plan and route Domain-Driven Design work from strategic modeling to tactical implementation and evented architecture patterns.
Use when working with error diagnostics smart debug
Expert in event sourcing, CQRS, and event-driven architecture patterns. Masters event store design, projection building, saga orchestration, and eventual consistency patterns. Use PROACTIVELY for e...
Design and implement event stores for event-sourced systems. Use when building event sourcing infrastructure, choosing event store technologies, or implementing event persistence patterns.
Automate Figma tasks via Rube MCP (Composio): files, components, design tokens, comments, exports. Always search tools first for current schemas.
Create distinctive, production-grade frontend interfaces with intentional aesthetics, high craft, and non-generic visual identity. Use when building or styling web UIs, components, pages, dashboard...
Build dark-themed React applications using Tailwind CSS with custom theming, glassmorphism effects, and Framer Motion animations. Use when creating dashboards, admin panels, or data-rich interfaces...
Game art principles. Visual style selection, asset pipeline, animation workflow.
Game audio principles. Sound design, music integration, adaptive audio systems.
Game design principles. GDD structure, balancing, player psychology, progression.
Implement GDPR-compliant data handling with consent management, data subject rights, and privacy by design. Use when building systems that process EU personal data, implementing privacy controls, o...
Design, organize, and manage Helm charts for templating and packaging Kubernetes applications with reusable configurations. Use when creating Helm charts, packaging Kubernetes applications, or impl...
>
Expert in building portfolios that actually land jobs and clients - not just showing work, but creating memorable experiences. Covers developer portfolios, designer portfolios, creative portfolios,...
Design LLM applications using the LangChain framework with agents, memory, and tool integration patterns. Use when building LangChain applications, implementing AI agents, or creating complex LLM w...
This skill should be used when the user asks to \"escalate privileges on Linux\", \"find privesc vectors on Linux systems\", \"exploit sudo misconfigurations\", \"abuse SUID binaries\", \"ex...
You are an AI assistant development expert specializing in creating intelligent conversational interfaces, chatbots, and AI-powered applications. Design comprehensive AI assistant solutions with natur
Design short-term, long-term, and graph-based memory architectures
Design microservices architectures with service boundaries, event-driven communication, and resilience patterns. Use when building distributed systems, decomposing monoliths, or implementing micros...
Mobile-first design and engineering doctrine for iOS and Android apps. Covers touch interaction, performance, platform conventions, offline behavior, and mobile-specific decision-making. Teaches pr...
# Multi-Agent Brainstorming (Structured Design Review) ## Purpose Transform a single-agent design into a **robust, review-validated design** by simulating a formal peer-review process using multiple
Design multi-cloud architectures using a decision framework to select and integrate services across AWS, Azure, and GCP. Use when building multi-cloud systems, avoiding vendor lock-in, or leveragin...
Senior Elite Software Engineer (15+) and Senior Product Designer. Full workflow with planning, architecture, TDD, clean code, and pixel-perfect UX validation.
Modo Elite Coder + UX Pixel-Perfect otimizado especificamente para Gemini 3.1 Pro High. Workflow completo com foco em qualidade máxima e eficiência de tokens.
Expert guidance for distributed NoSQL databases (Cassandra, DynamoDB). Focuses on mental models, query-first modeling, single-table design, and avoiding hot partitions in high-scale systems.
Expert in building and selling Notion templates as a business - not just making templates, but building a sustainable digital product business. Covers template design, pricing, marketplaces, market...
You are an SLO (Service Level Objective) expert specializing in implementing reliability standards and error budget-based practices. Design SLO frameworks, define SLIs, and build monitoring that ba...
Expert in building custom tools that solve your own problems first. The best products often start as personal tools - scratch your own itch, build for yourself, then discover others have the same i...
Complete browser automation with Playwright. Auto-detects dev servers, writes clean test scripts to /tmp. Test pages, fill forms, take screenshots, check responsive design, validate UX, test login ...
Create and optimize popups, modals, overlays, slide-ins, and banners to increase conversions without harming user experience or brand trust.
Design a PostgreSQL-specific schema. Covers best-practices, data types, indexing, constraints, performance patterns, and advanced features
Design pricing, packaging, and monetization strategies based on value, customer willingness to pay, and growth objectives.
Prisma ORM expert for schema design, migrations, query optimization, relations modeling, and database operations. Use PROACTIVELY for Prisma schema issues, migration problems, query performance, re...
Build accessible design systems with Radix UI primitives. Headless component customization, theming strategies, and compound component patterns for production-grade UI libraries.
Build and maintain Rayden UI components and screens in Figma via Figma MCP with full design token enforcement
Modern React UI patterns for loading states, error handling, and data fetching. Use when building UI components, handling async data, or managing UI states.
|
Derive security requirements from threat models and business context. Use when translating threats into actionable requirements, creating security user stories, or building security test cases.
Guide for quality focused software architecture. This skill should be used when users want to write code, design architecture, analyze code, in any case that relates to software development.
|
|
|
|
|
Expert guide for creating effective prompts for Google Stitch AI UI design tool. Use when user wants to design UI/UX in Stitch, create app interfaces, generate mobile/web designs, or needs help cra...
Build scalable design systems with Tailwind CSS, design tokens, component libraries, and responsive patterns. Use when creating component libraries, implementing design systems, or standardizing UI...
Tailwind CSS v4 principles. CSS-first configuration, container queries, modern patterns, design token architecture.
Create 3D scenes, interactive experiences, and visual effects using Three.js. Use when user requests 3D graphics, WebGL experiences, 3D visualizations, animations, or interactive 3D elements.
Build tools that agents can use effectively, including architectural reduction patterns
|
UI/UX design intelligence. 50 styles, 21 palettes, 50 font pairings, 20 charts, 9 stacks (React, Next.js, Vue, Svelte, SwiftUI, React Native, Flutter, Tailwind, shadcn/ui). Actions: plan, build, cr...
|
Audit a StyleSeed-based component or page for WCAG 2.2 AA issues and apply practical accessibility fixes where the code makes them safe.
Generate a new UI component that follows StyleSeed Toss conventions for structure, tokens, accessibility, and component ergonomics.
Scaffold a new mobile-first page using StyleSeed Toss layout patterns, section rhythm, and existing shell components.
Generate reusable UI patterns such as card sections, grids, lists, forms, and chart wrappers using StyleSeed Toss primitives.
Review UI code for StyleSeed design-system compliance, accessibility, mobile ergonomics, spacing discipline, and implementation quality.
Interactive StyleSeed setup wizard for choosing app type, brand color, visual style, typography, and the first screen scaffold.
List, add, and update StyleSeed design tokens while keeping JSON sources, CSS variables, and dark-mode values in sync.
Audit screens against Nielsen's heuristics and mobile UX best practices using the StyleSeed Toss design language as the implementation context.
Generate UX microcopy in StyleSeed's Toss-inspired voice for buttons, empty states, errors, toasts, confirmations, and form guidance.
Add loading, empty, error, and success feedback states to StyleSeed components and pages with practical mobile-first rules.
Design user flows and screen structure using StyleSeed UX patterns such as progressive disclosure, hub-and-spoke navigation, and information pyramids.
Evaluate interfaces against 168 research-backed UX/UI principles, detect antipatterns, and inject UX context into AI coding sessions.
Expert in building shareable generator tools that go viral - name generators, quiz makers, avatar creators, personality tests, and calculator tools. Covers the psychology of sharing, viral mechanic...
AI-powered product design tool for transforming sketches into full-fidelity 3D renders.
Suite of tools for creating elaborate, multi-component claude.ai HTML artifacts using modern frontend web technologies (React, Tailwind CSS, shadcn/ui). Use for complex artifacts requiring state ma...
A portable design system (Typography, Spacing, Accessibility). Preventing "ugly" default UI generation by enforcing specific CSS standards.
Design durable workflows with Temporal for distributed systems. Covers workflow vs activity separation, saga patterns, state management, and determinism constraints. Use when building long-running ...
Expert assistant for developing AEM components using HTL, Tailwind CSS, and Figma-to-code workflows with design system integration
Comprehensive project architecture blueprint generator that analyzes codebases to create detailed architectural documentation. Automatically detects technology stacks and architectural patterns, gener
Design and implement Arduino integration with Azure IoT Hub and IoT Edge, including secure provisioning, resilient telemetry, command handling, and production guardrails.
Generates deep links to the Arize UI for traces, spans, sessions, datasets, labeling queues, evaluators, and annotation configs. Produces clickable URLs for sharing Arize resources with team members.
Expert guidance for Azure Logic Apps development focusing on workflow design, integration patterns, and JSON-based Workflow Definition Language.
Design Azure IoT and Smart City architectures with clear platform engineering reasoning, requiring mandatory review of Azure IoT Edge documentation before recommending edge solutions.
Design and plan end-to-end Azure IoT and Smart City solutions: requirements, architecture, security, operations, cost, and a phased delivery plan with concrete implementation artifacts.
Cloud design patterns for distributed systems architecture covering 42 industry-standard patterns across reliability, performance, messaging, security, and deployment categories. Use when designing, r
Step-by-step guide for capturing key application requirements for NoSQL use-case and produce Azure Cosmos DB Data NoSQL Model design using best practices and common patterns, artifacts_produced: "cosm
Prepare for tomorrow''s meetings and tasks. Pulls calendar from Outlook via WorkIQ, cross-references open tasks and workspace context, classifies meetings, detects conflicts and day-fit issues, finds
Provide expert .NET software engineering guidance using modern software design patterns.
Patterns and lived experience from Vega, an AI partner in a deep long-term partnership. For Ember to draw on when working with humans who are building something big, moving fast, working at the inters
E2E browser testing, UI/UX validation, visual regression.
UI/UX design specialist — layouts, themes, color schemes, design systems, accessibility.
Mobile UI/UX specialist — HIG, Material Design, safe areas, touch targets.
Design meeting rhythms, metric reporting, quarterly planning, and decision-making velocity for scaling companies. Use when decisions are slow, planning is broken, the company is growing but alignment
Color usage guidelines and styling rules for HTML elements to ensure accessible, professional designs.
Technical interview coach for software engineers. Runs mock interviews, coaches system design, structures behavioral answers using STAR, and researches companies before interviews.
Generate breadboard circuit mockups and visual diagrams using HTML5 Canvas drawing techniques. Use when asked to create circuit layouts, visualize electronic component placements, draw breadboard diag
Visual whiteboard collaboration for Copilot CLI. Creates an interactive whiteboard that opens in your browser — draw, sketch, add sticky notes, then share everything back with Copilot. Copilot sees yo
Next.js + Tailwind development standards and instructions
Style components with modern theming using Fluent UI
Comprehensive guide for creating professional UI/UX designs in Penpot using MCP tools. Use this skill when: (1) Creating new UI/UX designs for web, mobile, or desktop applications, (2) Building design
Generate ASCII art diagrams using PlantUML text mode. Use when user asks to create ASCII diagrams, text-based diagrams, terminal-friendly diagrams, or mentions plantuml ascii, text diagram, ascii art
Expert Power BI data modeling guidance using star schema principles, relationship design, and Microsoft best practices for optimal model performance and usability.
Expert Power BI report design and visualization guidance using Microsoft best practices for creating effective, performant, and user-friendly reports and dashboards.
Comprehensive Power BI data model design review prompt for evaluating model architecture, relationships, and optimization opportunities.
Comprehensive Power BI report design and visualization best practices based on Microsoft guidance for creating effective, accessible, and performant reports and dashboards.
Power BI report visualization design prompt for creating effective, user-friendly, and accessible reports with optimal chart selection and layout design.
Power BI semantic modeling assistant for building optimized data models. Use when working with Power BI semantic models, creating measures, designing star schemas, configuring relationships, implement
Holistic software architecture planner that evaluates tech stacks, designs scalability roadmaps, performs cloud-agnostic cost analysis, reviews existing codebases, and delivers interactive Mermaid dia
Implement Salesforce UI components using Lightning Web Components and Aura components following Lightning framework best practices.
Salesforce Flow architecture decisions, flow type selection, bulk safety validation, and fault handling standards. Use this skill when designing or reviewing Record-Triggered, Screen, Autolaunched, Sc
System architecture review specialist with Well-Architected frameworks, design validation, and scalability analysis for AI and distributed systems
Responsible AI specialist ensuring AI works for everyone through bias prevention, accessibility compliance, ethical development, and inclusive design
Jobs-to-be-Done analysis, user journey mapping, and UX research artifacts for Figma and design workflows
Expert in modern architecture design patterns, NFR requirements, and creating comprehensive architectural diagrams and documentation
Tailwind CSS v4+ installation and configuration for Vite projects using the official @tailwindcss/vite plugin
Guidelines for building TanStack Start applications
A transcendent coding agent with quantum cognitive architecture, adversarial intelligence, and unrestricted creative freedom.
Full STRIDE-A threat model analysis and incremental update skill for repositories and systems. Supports two modes: (1) Single analysis — full STRIDE-A threat model of a repository, producing architect
Capture screenshots of web apps during development using Playwright and PIL. Supports full-page captures, interactive states, and an iterate-on-crop workflow that avoids slow re-screenshots.
Guidelines for Visual Studio extension (VSIX) development using Community.VisualStudio.Toolkit
This skill enables visual inspection of websites running locally or remotely to identify and fix design issues. Triggers on requests like "review website design", "check the UI", "fix the layout", "fi
精通视觉设计系统、组件库和像素级界面创建的 UI 设计专家。创建美观、一致、无障碍的用户界面,增强用户体验并体现品牌形象
技术架构与 UX 专家,给开发者提供扎实的基础设施——CSS 体系、布局框架、清晰的实现指引。
专精用户行为分析、可用性测试和数据驱动设计洞察的用户体验研究专家。提供可落地的研究发现,提升产品可用性和用户满意度
专注于消除 AI 生成图像中的系统性偏见,确保生成的人物图像和视频在文化、肤色、体型等方面真实、有尊严、不刻板。
专精品牌形象开发、一致性维护和战略品牌定位的品牌策略师和品牌守护专家
精通摄影美学和 AI 图像生成的提示词专家,擅长把视觉概念转化为精准的文字描述,生成专业级摄影作品。
视觉传达专家,擅长把复杂信息转化成有吸引力的视觉故事,通过多媒体内容和品牌叙事打动受众。
创意专家,专门给品牌体验注入个性、惊喜和趣味元素,用意想不到的小细节让用户记住你的产品。
Arquitecto de Soluciones Principal y Consultor Tecnológico de Andru.ia. Diagnostica y traza la hoja de ruta óptima para proyectos de IA en español.
Estratega de Inteligencia de Dominio de Andru.ia. Analiza el nicho específico de un proyecto para inyectar conocimientos, regulaciones y estándares únicos del sector. Actívalo tras definir el nicho.
The Meta-Framework orchestration skill. Defines the exact 8-step lifecycle from Ideation, PRD, Technical Research, Design, Scaffolding, Data Modeling, to Final Build and QA.
Transforms a professional profile into a high-authority LinkedIn brand and inbound lead engine. This skill should be used when the user asks to "optimize my linkedin profile", "build a linkedin brand"
Meta-skill for extending agent capabilities. Scaffolding new Model Context Protocol servers to connect to private APIs.
Churn prevention (voluntary and involuntary), referral loops, affiliate program design, and product-led growth.
Review UI code for Web Interface Guidelines compliance. Use when asked to \\\"review my UI\\\", \\\"check accessibility\\\", \\\"audit design\\\", \\\"review UX\\\", or \\\"check my site aga...
Premium UI/UX standards including design tokens, responsive layouts, dark mode, micro-animations, typography, accessibility, and component architecture for all web projects.
End-to-end visual testing suite. Agents write and execute their own browser tests to verify UI changes.
Copilot left 14 review comments on your PR — half are nits. Hours of fix → reply → resolve → re-request, and each round lands MORE comments. This skill runs loop engineering: auto-triggers Copilot Cod