Generate cross-reference graph showing relationships between design documents. Use when visualizing doc dependencies, finding related docs, or understanding documentation structure.

Build and present HTML/CSS design mockups with a local preview server. Use when prototyping website designs, iterating on visual concepts, or presenting design options.

Expert guidance for Design of Experiments (DOE) in Python - interactive goal-driven design selection, classical DOE (factorial, response surface, screening), Bayesian optimization with Gaussian processes, model-driven optimal designs, active learning, and sequential experimentation; includes pyDOE3, pycse, GPyOpt, scikit-optimize, statsmodels

>

Apply appropriate design patterns (Singleton, Factory, Observer, Strategy, etc.) to solve architectural problems. Use when refactoring code architecture, implementing extensible systems, or following SOLID principles.

Comprehensive Ruby implementations of Gang of Four (GoF) design patterns. Use when implementing object-oriented design solutions, refactoring to reduce coupling, solving architecture problems, or when user mentions specific patterns (Factory, Singleton, Observer, Strategy, etc.) in Ruby context.

Remove historical cruft from design docs. Use when docs accumulate outdated content, after major refactorings, or when preparing for releases.

Reviews finished and in-progress digital products to assess adherence to design specifications and discover potential issues with those specifications. Validates implementation against design intent, identifies visual and interaction discrepancies, and provides actionable feedback for design and engineering teams.

Generate status reports for design documentation. Use when creating documentation summaries, tracking progress, or preparing documentation reviews.

Breakpoints, fluid typography, container queries ve modern CSS features.

Facilitate a cross-functional design review capturing decisions, feedback, and implementation guidance.

Review and analyze design docs for health, quality, and improvement opportunities. Use when auditing design documentation, checking doc health, or identifying areas for improvement.

design-reviewer

Full-text search across design documentation. Use when looking for specific topics, decisions, or patterns documented across design docs.

Verify code implementation aligns with design specifications. Use after implementing features, during code reviews, or when refactoring to ensure architectural compliance. Compares design docs with actual code.

Extract comprehensive JSON design specifications from visual sources including Figma exports, UI mockups, screenshots, or live website captures. Produces W3C DTCG-compliant output with component trees, suitable for code generation, design documentation, and developer handoff.

Create comprehensive UI/UX specifications for implementation.

Copies an existing landing page (from URL or image) into a specified page in the codebase using Playwright MCP. Iteratively refines the implementation until it matches the reference design and interactions as closely as possible. Use when the user wants to copy/reference/steal an existing landing page/url to replicate in their app

Access 263+ design styles with AI-optimized prompt keywords for frontend development

Use when analyzing UI screenshots or designs to extract and document design system elements. Analyzes images to identify colors, typography, spacing, components, and patterns, then generates a structured design system with design tokens and CSS snippets. Ideal for reverse-engineering designs, creating style guides, or documenting existing UIs.

Review design system usage and gaps

Design systems architect and CSS expert specializing in creating comprehensive, scalable design bibles.

Use when starting a new React Native or Next.js project to establish design system foundation - creates design tokens, folder structure, component architecture, and documentation scaffolding for consistent UI development

Build or update frontend components and pages that strictly adhere to the project design system defined in design/design-system.json (and design/design.json when present).

Create and manage design systems with design tokens, theming (light/dark mode), standardized spacing, colors, typography, and component registry

Initialize design systems for projects via Q&A and templates, with auto-detection when missing

Create and evolve design systems with design tokens, component architecture, accessibility guidelines, and documentation templates. Ensures consistent, scalable, and accessible UI across products.

Validate design system compliance in code and detect token usage violations

Help users build and scale design systems. Use when someone is creating a component library, establishing design tokens, scaling brand consistency, or deciding when to invest in a design system.

Convert design specifications into pixel-perfect, production-ready React components.

description: Full AI-AGENT-PLAYBOOK orchestration - transforms a design specification into project artifacts and begins implementation

description: Transform human design documents into AI-optimized spec.md files

Extracts design tokens from images and generates CSS custom properties, atomic utility classes (Tailwind-style), and platform-specific formats following W3C standards and modern CSS best practices.

Transform design tokens across multiple formats and platforms. Parse W3C design token format, transform to CSS/SCSS/JS/iOS/Android, handle token aliases and references, and generate documentation.

Update specific design document with new content or metadata. Use when modifying design docs, updating status/completeness, or syncing after code changes.

Validate design doc structure and frontmatter. Use when checking design docs for compliance, ensuring proper formatting, or verifying metadata before commits.

Cross-check design artifacts for consistency and completeness. Use before implementation.

Expert UI designer for building responsive, accessible web interfaces with Tailwind CSS v4 and Tailwind Plus components. Use when building websites, landing pages, web applications, UI components, forms, navigation, layouts, e-commerce pages, or marketing pages. Has access to 657 Tailwind Plus component templates including application shells, forms, navigation, data display, overlays, e-commerce checkout flows, product pages, marketing heroes, pricing sections, and more. Specializes in responsive design, accessibility (WCAG), dark mode, modern CSS features, and system fonts.

Interactive design wizard that guides through a complete frontend design process with discovery, aesthetic selection, and code generation. Use for creating distinctive, production-ready UI.

Designer subsystem patterns for LlamaFarm. Covers React 18, TanStack Query, TailwindCSS, and Radix UI.

Design API contracts, data models, and UI/UX specifications. Use for API design, data modeling, UI wireframes, and design systems.

Guides REST and GraphQL API design, endpoint patterns, request/response schemas, versioning, and API best practices. Use when building APIs, designing endpoints, or reviewing API contracts.

Design clean, consistent APIs. Use when creating new endpoints, defining contracts, or improving API ergonomics. Covers REST, versioning, and error handling.

<objective>

Guides software architecture decisions, design patterns, and system design principles. Use when designing systems, choosing patterns, or making architectural decisions.