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AI Web App UI Mockup Generator
The skill converts a startup brief, software concept, customer workflow, product requirement, visual reference, or client request into a complete interface blueprint.
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Product name: OrbitDesk AI Workspace Product category: AI-powered B2B productivity SaaS Target users: Operations managers Project coordinators Agency teams Startup teams Primary user role: Operations Manager Primary user job: Monitor active AI workflows, review generated outputs, identify failed tasks, and assign human follow-up. Screen type: Desktop operations dashboard Primary action: Create New AI Workflow Secondary actions: Review Failed Runs Open Generated Output Assign Human Review Filter Workflows Export Activity Report Core data: Workflow status Workflow owner Processing time Completion rate AI confidence Task volume Failure reason Last activity Usage Plan limits Required modules: Application sidebar Workspace switcher Global search Notification center Page header Primary CTA Four KPI cards Workflow performance chart Active workflow table Failed run queue AI confidence panel Recent activity Usage summary Integration status Help panel Navigation model: Persistent desktop sidebar with tablet rail and mobile drawer Visual style: Premium futuristic SaaS Dark graphite surfaces Deep indigo panels Restrained cyan accents Subtle glassmorphism Cinematic depth Minimal glow High readability Implementation-believable components Brand colors: Graphite Deep indigo Electric blue Cyan White Muted gray Reference direction: Premium AI productivity workspace with a calm, professional, high-value B2B appearance Device: Desktop primary Tablet and mobile adaptations required Frontend target: Next.js React TypeScript Tailwind CSS shadcn/ui Radix UI Need AI image prompt: Yes Need Figma structure: Yes Need developer notes: Yes Need variations: Three concepts: Conservative Enterprise Premium Cinematic Innovative AI Workspace Special constraints: Use realistic fictional data. Do not use fake company logos. Avoid excessive glow. Avoid illegible text. Avoid random cards. Include loading, empty, error, permission, partial-data, and plan-limit states. Preserve accessible contrast.
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=== AI WEB APP UI MOCKUP CONCEPT === Product: OrbitDesk AI Workspace Product Category: AI-powered B2B productivity SaaS Primary User: Operations Manager Primary Screen: AI Workflow Operations Dashboard Primary User Job: Monitor active AI workflows, identify failed or uncertain outputs, and coordinate human review. Primary Action: Create New AI Workflow === EXECUTIVE SUMMARY === The mockup should present OrbitDesk as a professional AI operations workspace rather than a generic analytics dashboard. The visual hierarchy should help the user answer five questions: 1. Are AI workflows operating normally? 2. Which workflows require attention? 3. Which outputs require human review? 4. How much usage remains? 5. What action should be taken next? The interface should prioritize active workflows, failed runs, AI confidence, and human-review queues above decorative analytics. === APPLICATION SHELL === Desktop: - Persistent 240-pixel sidebar - Workspace switcher - Global search - Notification center - Help access - Account menu - Main content area - Contextual page actions Tablet: - Collapsed navigation rail - Reduced top-bar controls - Two-column KPI grid - Condensed workflow table Mobile: - Modal navigation drawer - Compact page header - Stacked KPI cards - Filter drawer - Workflow cards instead of a wide table - Full-width detail panels === PRIMARY NAVIGATION === Home: Operational overview Workflows: Workflow library and creation Runs: All AI task runs Outputs: Generated content and assets Human Review: Items requiring manual approval Automations: Triggers, rules, and schedules Integrations: Connected tools and data sources Usage: Consumption, limits, and billing context Team: Users, roles, and assignments Settings: Workspace, models, permissions, and notifications === PAGE HEADER === Title: AI Operations Context: Production Workspace Primary CTA: Create New Workflow Secondary Actions: - Filter - Export - View Activity Data Freshness: Updated 2 minutes ago === KPI CARDS === Card 1: Active Workflows Value: 24 Supporting Context: 18 operating normally, 6 require attention Card 2: Successful Runs Value: 92.4% Comparison: Up 3.1% from the prior period Card 3: Human Review Queue Value: 17 Supporting Context: 5 high priority Card 4: Usage Remaining Value: 38% Supporting Context: Renews in 12 days Required States: - Default - Loading - Partial Data - Stale Data - Error - Permission Restricted - Plan Limited === MAIN ANALYTICS PANEL === Panel: Workflow Performance Question: How are workflow completion and failure rates changing? Chart Type: Dual line chart with clearly labeled completion and failure series Time Range: Last 30 days Controls: - Date range - Workflow type - Owner - Environment Tooltip: - Date - Total runs - Successful runs - Failed runs - Average processing time Accessibility: - Textual trend summary - Data-table alternative - Non-color line differentiation - Keyboard-accessible data points where implemented === ACTIVE WORKFLOW TABLE === Columns: - Workflow - Status - Owner - Runs Today - Success Rate - Average Time - AI Confidence - Last Activity - Actions Default Sort: Workflows requiring attention first Row Actions: - Open - Pause - Duplicate - View Runs - Assign Reviewer - Archive Responsive Behavior: Desktop: Full table Tablet: Horizontal scroll with prioritized columns Mobile: Transform rows into workflow cards === FAILED RUN QUEUE === Purpose: Highlight failures requiring intervention. Fields: - Workflow - Failure Type - Time - Owner - Retry Status - Human Review Required - Primary Action Primary Actions: - Review - Retry - Assign - Open Logs State Styling: Use restrained error emphasis without overwhelming the interface. === AI CONFIDENCE PANEL === Purpose: Show the distribution of output confidence levels. Segments: - High Confidence - Review Recommended - Low Confidence - Unavailable Integrity Rule: Confidence must be presented as a system signal rather than certainty. Primary Action: Open Human Review Queue === RECENT ACTIVITY === Items: - Workflow created - Output approved - Run failed - Reviewer assigned - Integration reconnected - Usage threshold reached Display: Actor Action Object Timestamp Status Destination === VISUAL DIRECTION === Style: Premium Futuristic SaaS Mood: Calm, intelligent, technical, trustworthy, focused Page Background: Deep graphite Primary Surfaces: Layered charcoal and indigo Accent: Restrained electric blue and cyan Typography: Modern geometric sans-serif with high readability Cards: Subtle borders, controlled depth, limited glass treatment Radii: Medium rounded corners Shadows: Soft and restrained Charts: High-contrast data visualization without decorative gradients Motion: Short, purposeful transitions Avoid: - Excessive neon glow - Floating cards without alignment - Decorative charts - Dense illegible text - Random icon families - Unnecessary 3D effects - Fake logos - Private data === REALISTIC FICTIONAL CONTENT === Workflow Names: - Weekly Client Report - Lead Qualification - Support Ticket Summary - Invoice Data Extraction - Campaign Brief Generator - Product Review Classifier Workspace: Northstar Operations User: Jordan Lee Example Statuses: - Running - Stable - Review Required - Failed - Paused - Rate Limited Privacy Rule: All names, organizations, messages, identifiers, and data remain fictional. === STATE SYSTEM === Loading: Use stable skeleton cards and table rows. Empty: Explain how to create or import the first workflow. Filtered Empty: Offer Clear Filters. Error: Explain the failure and provide retry or support. Permission Restricted: Explain the required role before the user begins a restricted action. Partial Data: Identify affected integrations while preserving reliable modules. Plan Limited: Explain the limit, reset date, available options, and upgrade path without false urgency. === RESPONSIVE ARCHITECTURE === Extra Large: - Persistent sidebar - Four KPI columns - Analytics panel plus confidence panel - Full workflow table Large: - Persistent sidebar - Four KPI columns - Two-column analytics layout Medium: - Navigation rail - Two KPI columns - Stacked analytics panels - Horizontally scrollable table Small: - Navigation drawer - One KPI column - Filter sheet - Workflow cards - Full-width overlays - Optional sticky Create Workflow action === ACCESSIBILITY REQUIREMENTS === - Semantic landmarks - Logical heading hierarchy - Visible focus - Full keyboard access - Accessible names for icon-only controls - Text labels for status - Non-color chart differentiation - Accessible chart summary - Semantic table structure - Error recovery - Modal focus management - Reduced-motion support - Zoom and reflow - Sufficient contrast === AI UI IMAGE PROMPT === Create a premium professional desktop web application UI mockup for an AI workflow operations SaaS platform called OrbitDesk, focused on helping operations managers monitor active AI workflows, review failed runs, assess AI confidence, and assign human follow-up. Show a persistent dark graphite sidebar with concise navigation, a refined top utility bar with workspace switcher, search, notifications, help, and user profile, and a spacious dashboard layout with a clear page header and a dominant Create New Workflow button. Include four KPI cards for Active Workflows, Successful Runs, Human Review Queue, and Usage Remaining; a large workflow performance line chart; a structured active workflow table; a failed run queue; an AI confidence distribution panel; recent activity; usage status; and integration health. Use realistic fictional workflow names, concise interface labels, readable metrics, consistent status badges, precise spacing, aligned grids, reusable components, and implementation-believable interaction patterns. Use a premium futuristic SaaS visual direction with deep graphite backgrounds, layered charcoal and indigo panels, restrained electric blue and cyan accents, high-contrast white typography, subtle glassmorphism, refined borders, medium rounded corners, soft shadows, controlled cinematic depth, and minimal glow. Make the interface feel intelligent, calm, trustworthy, premium, and suitable for implementation with Next.js, React, TypeScript, Tailwind CSS, shadcn/ui, and Radix UI. Show one wide desktop application screen in a clean 16:9 composition. Avoid gibberish text, random letters, duplicated navigation, duplicated controls, impossible charts, malformed tables, distorted icons, broken grids, inconsistent perspective, overlapping components, excessive neon glow, generic stock dashboard styling, fake logos, private customer information, browser chrome, device mockups, and watermarks. === NEGATIVE CONSTRAINTS === - No illegible microtext - No random letters - No duplicated sidebar items - No repeated buttons - No decorative charts - No malformed tables - No distorted icons - No excessive glassmorphism - No uncontrolled glow - No fake brand logos - No private customer data - No overlapping controls - No broken alignment - No floating screens - No watermark === FIGMA FRAME STRUCTURE === Page: AI Operations Dashboard Frame: Desktop 1440 Structure: AppShell - Sidebar - TopBar - MainContent - PageHeader - KPIGrid - AnalyticsGrid - WorkflowPerformance - AIConfidence - WorkflowTable - OperationalGrid - FailedRunQueue - RecentActivity - UsageAndIntegrations - Overlays Recommended Components: - SidebarItem - WorkspaceSwitcher - SearchField - IconButton - Button - KPICard - ChartCard - StatusBadge - DataTable - QueueCard - ActivityItem - UsageBar - Alert - Drawer - Modal - Tooltip - EmptyState - ErrorState Variables: - Color - Typography - Spacing - Radius - Border - Elevation - Motion - Light and dark mode foundations === FRONTEND TRANSLATION === Recommended Components: - AppShell - SidebarNavigation - TopBar - PageHeader - KPICard - WorkflowChart - WorkflowTable - FailureQueue - ConfidencePanel - ActivityFeed - UsagePanel - IntegrationStatus Implementation Notes: - Preserve Radix accessibility behavior. - Use semantic CSS variables. - Avoid arbitrary one-off Tailwind values. - Separate loading, error, empty, and permission states. - Keep chart data logic separate from visual presentation. - Use reusable status mappings. - Transform tables into cards on small screens. - Preserve accessible focus behavior in drawers and modals. === CLIENT PRESENTATION RATIONALE === Concept Name: OrbitDesk AI Operations Command Center Design Response: The interface prioritizes operational exceptions rather than presenting AI activity as decorative analytics. Why The Structure Works: - KPI cards summarize current health. - The trend panel reveals system performance. - The failed-run queue drives immediate action. - AI confidence communicates review risk. - The workflow table supports daily operations. - Usage and integration panels prevent hidden service interruptions. Primary Validation Questions: - Are the selected KPIs meaningful? - Is confidence calculated reliably? - Which roles can retry or pause workflows? - Should human review be mandatory below a threshold? - Which failures require alerts? - How frequently does data update? === VARIATION DIRECTIONS === Direction A: Conservative Enterprise Strength: Familiar, credible, lower implementation risk Visual Treatment: Light or neutral interface, stronger borders, denser tables, limited effects Best For: Enterprise buyers and operations teams Direction B: Premium Cinematic Strength: High client presentation impact Visual Treatment: Dark graphite, indigo depth, restrained glow, elegant cards Best For: AI startups, demos, investor presentations, premium SaaS concepts Direction C: Innovative AI Workspace Strength: Distinctive product identity Visual Treatment: Split-pane workflow editor, contextual AI panel, dynamic activity rail Best For: Products where AI creation is the primary workflow Risk: Higher interaction complexity and greater validation requirements === IMPLEMENTATION RISKS === AI Confidence Definition: High Risk Reason: Confidence can be misleading without a reliable model and explanation. Dense Table Responsiveness: High Risk Reason: Operational columns may not fit mobile layouts. Dark Theme Contrast: Moderate Risk Reason: Subtle surfaces may reduce readability. Real-Time Updates: Moderate Risk Reason: Frequent updates can disrupt focus or cause layout instability. Plan-Limit Messaging: Moderate Risk Reason: Upgrade communication can become intrusive or misleading. === QUALITY CHECKLIST === - Confirm the primary user. - Confirm the screen job. - Confirm the primary action. - Confirm the navigation model. - Confirm every module supports a user decision. - Confirm chart purpose. - Confirm realistic fictional data. - Confirm loading, empty, error, permission, and plan-limit states. - Confirm responsive transformations. - Confirm accessible contrast. - Confirm keyboard and focus behavior. - Confirm AI prompt specificity. - Confirm negative constraints. - Confirm Figma component plan. - Confirm frontend feasibility. - Confirm privacy and brand safety. - Confirm client presentation rationale. === KNOWN LIMITATIONS === - AI-generated text may require manual replacement. - Generated icons and charts may require correction. - Final Figma components must be built and tested. - Frontend implementation requires technical review. - Accessibility requires implementation testing. - Real data and permissions require backend validation. - The concept does not guarantee product-market fit, client approval, investor interest, or implementation speed. === FINAL CONCEPT NOTE === This is a visual product concept. Final content, data, interactions, permissions, accessibility, security, legal requirements, and technical behavior must be validated before implementation.
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About this skill
AI Web App UI Mockup Generator helps prompt engineers, UI designers, startup founders, no-code builders, creative agencies, product teams, freelancers, and frontend developers transform digital product ideas into professional, visually distinctive, and structurally coherent web application mockup concepts.
The skill converts a startup brief, software concept, customer workflow, product requirement, visual reference, or client request into a complete interface blueprint. It defines the product context, target users, primary user role, screen purpose, application shell, navigation system, information hierarchy, responsive layout, main modules, component inventory, realistic interface content, data visualization, interaction states, visual direction, AI image-generation prompt, Figma structure, and frontend implementation notes.
It can create UI mockup systems for SaaS dashboards, CRM platforms, finance applications, accounting tools, education products, learning platforms, AI assistants, AI content tools, workflow automation products, marketplaces, booking systems, reservation platforms, admin dashboards, project management applications, analytics tools, customer success systems, sales platforms, marketing products, healthcare operations interfaces, legal workflow tools, inventory systems, real estate platforms, creator products, developer portals, compliance systems, and multi-tenant B2B applications.
The agent creates both single-screen concepts and coordinated screen families. It can design dashboards, onboarding flows, detail pages, workflow screens, settings pages, analytics views, tables, forms, modal systems, mobile adaptations, empty states, loading states, error states, permission states, and responsive desktop, tablet, and mobile versions.
For AI image-generation workflows, the skill creates structured visual prompts that define the product type, screen purpose, application shell, layout, modules, components, visual style, color palette, typography direction, lighting, depth, realism, device context, aspect ratio, text strategy, and negative constraints. It is designed to reduce common AI-generated UI problems such as illegible text, duplicated controls, random cards, impossible charts, distorted icons, inconsistent spacing, broken perspective, excessive glow, fake logos, and unusable layouts.
For Figma workflows, it defines frame organization, Auto Layout structure, component variants, variables, design tokens, responsive behavior, prototype notes, and developer handoff requirements.
The skill prioritizes believable product logic, clear hierarchy, original visual direction, realistic fictional data, accessible contrast, reusable components, client-ready presentation quality, and practical translation into Figma, React, Next.js, Tailwind CSS, shadcn/ui, Webflow, Framer, Bubble, and other no-code or frontend workflows.
The core commercial promise is: create professional, visually distinctive, and structurally coherent UI mockup concepts for modern web applications.
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