{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"tool_banani","slug":"banani","name":"Banani","type":"product","url":"https://banani.co","page_url":"https://unfragile.ai/banani","categories":["app-builders"],"tags":[],"pricing":{"model":"paid","free":false,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"tool_banani__cap_0","uri":"capability://image.visual.natural.language.to.ui.layout.generation","name":"natural-language-to-ui-layout-generation","description":"Converts freeform text descriptions of UI layouts into visual mockup designs by parsing natural language specifications and mapping them to a structured design representation. 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The system infers what UI elements are needed based on functional requirements, mapping business logic to appropriate UI components and patterns, reducing the gap between requirements documents and visual designs.","intents":["I have a written feature spec and want to see what the UI should look like without manually designing it","I want to extract design implications from product requirements automatically","I need to validate that my written requirements actually translate to coherent UI designs"],"best_for":["product teams converting written requirements into visual mockups","design teams validating requirements clarity before design work begins","stakeholders who need to see design implications of written specs immediately"],"limitations":["Inferred design intent may not match designer's actual vision — requires human validation","Complex or domain-specific requirements may be misinterpreted without explicit design guidance","Cannot infer brand-specific design patterns or custom component libraries from text alone"],"requires":["Written requirements or feature description (minimum 50 characters)","Clear, unambiguous language describing user-facing functionality"],"input_types":["plain text requirements","user stories","feature descriptions","product specifications"],"output_types":["visual UI mockup","component list with inferred types","layout structure"],"categories":["text-generation-language","image-visual"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_banani__cap_2","uri":"capability://image.visual.rapid.mockup.iteration.from.text.edits","name":"rapid-mockup-iteration-from-text-edits","description":"Enables iterative design refinement by allowing users to edit text descriptions and regenerate visual mockups in real-time, creating a tight feedback loop between specification and visualization. Users modify natural language descriptions (e.g., 'change sidebar to top navigation') and the system re-renders the design, supporting rapid A/B testing of layout variations without context-switching to design tools.","intents":["I want to try different layout variations by editing text descriptions and seeing results instantly","I need to iterate on a design direction with stakeholders using text-based feedback","I want to A/B test multiple UI approaches by describing them in text and comparing outputs"],"best_for":["design teams running rapid design sprints and validation cycles","product managers iterating on UI concepts with non-technical stakeholders","founders prototyping multiple design directions for investor pitches"],"limitations":["Iteration quality depends on user's ability to articulate design changes in natural language","No version control or design history — difficult to track design evolution or revert to previous iterations","Regeneration latency (likely 2-10 seconds per iteration) may disrupt rapid ideation flow"],"requires":["Initial text description of UI layout","Ability to articulate design changes in natural language","Internet connection for real-time regeneration"],"input_types":["plain text descriptions","edited text specifications"],"output_types":["visual UI mockup","updated design canvas"],"categories":["image-visual","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_banani__cap_3","uri":"capability://image.visual.design.to.stakeholder.presentation.export","name":"design-to-stakeholder-presentation-export","description":"Generates exportable UI mockup images and design artifacts suitable for stakeholder presentations, client reviews, and design validation meetings. The system produces high-quality visual outputs that can be embedded in presentations, shared via email, or imported into presentation tools without requiring recipients to have design software access.","intents":["I need to export a mockup to show stakeholders what the UI will look like","I want to create a presentation deck with multiple UI design variations","I need to share design concepts with clients who don't use design tools"],"best_for":["product managers presenting design concepts to executives and stakeholders","agencies and consultants sharing design mockups with non-technical clients","founders pitching product designs to investors"],"limitations":["Export quality and format options are likely limited compared to professional design tools","No interactive prototyping or animation export — static mockups only","Exported designs may require additional polish in presentation software for professional appearance"],"requires":["Generated UI mockup from Banani","Presentation software or email client to share exports"],"input_types":["generated UI mockup"],"output_types":["image file (PNG, JPG, or similar)","exportable design artifact"],"categories":["image-visual","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_banani__cap_4","uri":"capability://image.visual.component.inference.and.placement","name":"component-inference-and-placement","description":"Automatically identifies appropriate UI components (buttons, forms, cards, navigation elements) from text descriptions and places them within the layout structure with logical spatial relationships. The system maps functional requirements to component types and determines component hierarchy, sizing, and positioning based on inferred design patterns and best practices.","intents":["I want the system to automatically choose the right UI components for my described functionality","I need components positioned logically without manually specifying each element's placement","I want to see how different component choices affect the overall layout"],"best_for":["non-designers who need guidance on appropriate component selection","teams building MVPs who want sensible default component choices","design teams validating component choices against requirements"],"limitations":["Component inference may not match brand-specific or custom component libraries","Limited customization of component styling, colors, and typography to match brand guidelines","Complex or domain-specific components may not be recognized or placed correctly"],"requires":["Text description of UI functionality and layout","Clear indication of interactive elements and user flows"],"input_types":["plain text descriptions","functional requirements"],"output_types":["visual layout with placed components","component list with inferred types"],"categories":["image-visual","planning-reasoning"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_banani__cap_5","uri":"capability://image.visual.multi.screen.flow.visualization","name":"multi-screen-flow-visualization","description":"Generates visual representations of multi-screen user flows and navigation patterns from text descriptions of user journeys. The system interprets sequential screen descriptions and creates a visual flow showing how screens connect, enabling users to visualize complete user experiences rather than isolated screens.","intents":["I want to visualize a complete user flow from login through checkout as connected screens","I need to show how different screens relate to each other in a user journey","I want to validate that my described flow makes sense visually before detailed design"],"best_for":["product managers mapping out user journeys and flows","design teams validating navigation patterns and screen connections","teams documenting user experience flows for stakeholder review"],"limitations":["Complex conditional flows or branching logic may be difficult to represent from text descriptions","No interactive prototyping or clickable navigation — static flow visualization only","Limited ability to show state changes or dynamic content variations across screens"],"requires":["Text description of user flow or journey with multiple screens","Clear indication of navigation paths between screens"],"input_types":["user flow descriptions","journey narratives","screen sequence specifications"],"output_types":["multi-screen visual mockup","flow diagram with connected screens"],"categories":["image-visual","planning-reasoning"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_banani__cap_6","uri":"capability://image.visual.design.system.agnostic.output.generation","name":"design-system-agnostic-output-generation","description":"Generates UI mockups using a default design system without requiring users to specify brand colors, typography, spacing, or design tokens. The system applies sensible defaults for visual styling while maintaining layout and component structure, producing designs that are visually coherent but may require customization to match specific brand guidelines.","intents":["I want a quick mockup without worrying about brand colors or typography","I need to see the layout and structure without getting bogged down in design system details","I want to validate the concept before investing time in brand-specific design work"],"best_for":["rapid prototyping and ideation phases where design system details are premature","teams validating concepts before committing to brand-specific design work","non-designers who don't have access to brand design systems"],"limitations":["Generated designs often require significant rework to match brand guidelines and design tokens","No support for custom color palettes, typography systems, or design system specifications","Default styling may not align with brand identity, requiring manual adjustments in design tools"],"requires":["Text description of UI layout and components","Acceptance that output will use default design system styling"],"input_types":["plain text descriptions"],"output_types":["visual UI mockup with default styling"],"categories":["image-visual"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_banani__cap_7","uri":"capability://image.visual.low.fidelity.to.high.fidelity.design.bridge","name":"low-fidelity-to-high-fidelity-design-bridge","description":"Serves as an intermediate step between low-fidelity wireframes and high-fidelity design mockups by converting text descriptions into visual mockups that are more detailed than wireframes but less polished than production-ready designs. This enables designers to validate layout and component choices before investing time in detailed visual design and brand customization.","intents":["I want something between a wireframe and a full design to validate the concept","I need to show stakeholders a more polished mockup than a wireframe but don't need final design yet","I want to identify design issues before committing to high-fidelity design work"],"best_for":["design teams using iterative design processes with multiple fidelity levels","product teams validating concepts before detailed design investment","organizations with design handoff processes that benefit from intermediate fidelity validation"],"limitations":["Output fidelity is fixed and cannot be customized to match specific project needs","Gap between Banani output and production-ready design still requires significant designer effort","No support for design annotations or specifications that would aid handoff to developers"],"requires":["Text description of UI layout and components","Willingness to use intermediate-fidelity mockups in design process"],"input_types":["plain text descriptions"],"output_types":["intermediate-fidelity UI mockup"],"categories":["image-visual","planning-reasoning"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":41,"verified":false,"data_access_risk":"high","permissions":["Text description of desired UI layout (minimum 20-50 characters for meaningful output)","Internet connection to Banani service","Browser or API access to Banani platform","Written requirements or feature description (minimum 50 characters)","Clear, unambiguous language describing user-facing functionality","Initial text description of UI layout","Ability to articulate design changes in natural language","Internet connection for real-time regeneration","Generated UI mockup from Banani","Presentation software or email client to share exports"],"failure_modes":["Generated layouts often require manual refinement in professional design tools for pixel-perfect accuracy","Complex multi-screen flows or conditional layouts may not parse correctly from text descriptions","Spatial precision depends heavily on clarity of natural language input — ambiguous descriptions produce unpredictable layouts","Inferred design intent may not match designer's actual vision — requires human validation","Complex or domain-specific requirements may be misinterpreted without explicit design guidance","Cannot infer brand-specific design patterns or custom component libraries from text alone","Iteration quality depends on user's ability to articulate design changes in natural language","No version control or design history — difficult to track design evolution or revert to previous iterations","Regeneration latency (likely 2-10 seconds per iteration) may disrupt rapid ideation flow","Export quality and format options are likely limited compared to professional design tools","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.36666666666666664,"quality":0.7300000000000001,"ecosystem":0.15000000000000002,"match_graph":0.25,"freshness":0.75,"weights":{"adoption":0.25,"quality":0.25,"ecosystem":0.1,"match_graph":0.35,"freshness":0.05}},"observed_outcomes":{"matches":0,"success_rate":0,"avg_confidence":0,"top_intents":[],"last_matched_at":null},"maintenance":{"status":"active","updated_at":"2026-05-24T12:16:29.134Z","last_scraped_at":"2026-04-05T13:23:42.552Z","last_commit":null},"community":{"stars":null,"forks":null,"weekly_downloads":null,"model_downloads":null,"model_likes":null}},"distribution":{"claim_url":"https://unfragile.ai/submit?claim=banani","compare_url":"https://unfragile.ai/compare?artifact=banani"}},"signature":"6s1GOieBGIdLKpMDDitpm/7wADcfNAo2t8sD4JFGQhtb7gl3It7C2heHoR9OpQqjZvuwbrRXqWVYvNQu/O0bAg==","signedAt":"2026-06-20T20:02:20.149Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/banani","artifact":"https://unfragile.ai/banani","verify":"https://unfragile.ai/api/v1/verify?slug=banani","publicKey":"https://unfragile.ai/api/v1/trust-passport-public-key","spec":"https://unfragile.ai/trust","schema":"https://unfragile.ai/schema.json","docs":"https://unfragile.ai/docs"}}