{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"tool_dream-house","slug":"dream-house","name":"Dream House","type":"webapp","url":"https://dream-house.clarkdinnison.com","page_url":"https://unfragile.ai/dream-house","categories":["automation"],"tags":[],"pricing":{"model":"free","free":true,"starting_price":null},"status":"inactive","verified":false},"capabilities":[{"id":"tool_dream-house__cap_0","uri":"capability://image.visual.ai.powered.2d.3d.home.visualization.from.text.descriptions","name":"ai-powered 2d/3d home visualization from text descriptions","description":"Converts natural language descriptions of home renovation ideas into 2D or 3D visual renderings using an underlying generative AI model (likely diffusion-based or transformer-based image generation). The system processes user input describing desired design changes, room layouts, or aesthetic preferences and outputs photorealistic or stylized visualizations of the proposed space. Architecture likely involves prompt engineering to translate homeowner language into structured design parameters that feed into a vision model.","intents":["I want to see what my living room would look like with new paint colors and furniture before committing to a purchase","I need to visualize a kitchen renovation concept to show my contractor what I'm imagining","I want to experiment with different design styles (modern, farmhouse, minimalist) for my bedroom without hiring an interior designer","I need to generate multiple design variations quickly to compare options with my spouse"],"best_for":["Budget-conscious homeowners exploring design ideas without professional consultation","DIY renovators seeking visual validation before purchasing materials","Real estate agents wanting to stage virtual property tours for listings"],"limitations":["No documented support for architectural constraints (load-bearing walls, plumbing, electrical) — purely aesthetic visualization","Unknown accuracy of spatial proportions and furniture scale relative to actual room dimensions","Likely limited to 2-3 design style presets or templates rather than fully custom architectural specifications","No iterative refinement workflow documented — unclear if users can request modifications to generated designs","Single-creator maintenance model suggests limited model updates or quality improvements over time"],"requires":["Web browser with modern JavaScript support (ES6+)","Internet connection for cloud-based AI inference","No API key or authentication mentioned — appears to be fully free tier"],"input_types":["natural language text descriptions","potentially room photos (unconfirmed)"],"output_types":["2D renderings (PNG/JPG format assumed)","3D models or interactive visualizations (format unknown)"],"categories":["image-visual","text-generation-language"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_dream-house__cap_1","uri":"capability://image.visual.room.scale.design.style.transfer.and.aesthetic.transformation","name":"room-scale design style transfer and aesthetic transformation","description":"Applies predefined or AI-learned design style templates (modern, farmhouse, minimalist, industrial, etc.) to existing room photos or generated base images, transforming the aesthetic while preserving spatial structure. This likely uses style-transfer neural networks or conditional image generation where the style acts as a control parameter. The system maps user style preferences to latent space representations that guide the generative model toward specific visual outcomes.","intents":["I want to see my current bedroom in 5 different design styles to find what I prefer","I need to apply a cohesive design language across multiple rooms in my home","I want to preview how a specific interior design trend (e.g., cottagecore, maximalism) would look in my space","I'm trying to match my home's aesthetic to a mood board or Pinterest collection"],"best_for":["Homeowners with strong visual preferences but limited design vocabulary","Interior design enthusiasts exploring trend compatibility with their spaces","Real estate staging professionals needing rapid style variations for property marketing"],"limitations":["Style transfer may not respect functional constraints (e.g., applying minimalist style to a cluttered room may remove necessary storage)","No documented control over intensity or degree of style application — unclear if users can request subtle vs. dramatic transformations","Limited to predefined style categories; custom style definitions likely not supported","Unknown whether style transfer preserves lighting conditions and material properties accurately"],"requires":["Web browser with WebGL or Canvas support for rendering","Internet connection for cloud-based style transfer inference","Optional: existing room photo (if photo-to-styled-render workflow is supported)"],"input_types":["design style selection (dropdown/tag-based)","room photo or generated base image"],"output_types":["styled 2D renderings (PNG/JPG)","potentially multiple style variations for comparison"],"categories":["image-visual","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_dream-house__cap_2","uri":"capability://automation.workflow.multi.room.project.canvas.and.design.composition","name":"multi-room project canvas and design composition","description":"Provides a web-based canvas or project workspace where users can organize, compare, and iterate on designs across multiple rooms or renovation phases. The system likely maintains project state (room selections, design choices, generated images) in browser-local storage or cloud-backed sessions, enabling users to build a cohesive home design narrative. Architecture probably uses a state management pattern (Redux, Zustand, or similar) to track design decisions and render previews in a gallery or timeline view.","intents":["I want to plan a whole-home renovation and see how different rooms work together aesthetically","I need to organize and compare 10+ design variations for a single room to share with my contractor","I want to save my design project and come back to it later to refine ideas","I need to export my design concepts in a format I can share with family or a designer"],"best_for":["Homeowners planning multi-room renovations who need a central design hub","Families collaborating on home design decisions across distributed locations","Contractors or designers using the tool to present options to clients"],"limitations":["No documented cloud persistence or account system — designs may be lost if browser cache is cleared","Unknown export formats (PDF, image gallery, 3D model file) — may limit sharing and professional use","No collaboration features mentioned — unclear if multiple users can edit the same project simultaneously","Likely no version control or design history — users cannot revert to previous iterations","Single-creator project suggests limited scalability for complex multi-room designs"],"requires":["Web browser with localStorage or IndexedDB support","Optional: user account (if cloud sync is implemented)","Sufficient browser memory for storing multiple high-resolution renderings"],"input_types":["room selections","design preferences and parameters","uploaded room photos (if supported)"],"output_types":["project state (JSON or similar)","design gallery or comparison view","exported project file or image collection"],"categories":["automation-workflow","memory-knowledge"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_dream-house__cap_3","uri":"capability://image.visual.interactive.3d.room.model.navigation.and.manipulation","name":"interactive 3d room model navigation and manipulation","description":"Renders generated or user-defined room designs as interactive 3D models that users can rotate, zoom, and pan to inspect from multiple angles and perspectives. The system likely uses WebGL-based rendering (Three.js, Babylon.js, or similar) to display 3D geometry in the browser, with camera controls mapped to mouse/touch input. Architectural elements (walls, furniture, fixtures) are positioned in 3D space based on room dimensions and design parameters, enabling spatial reasoning that 2D renderings cannot provide.","intents":["I want to walk through my renovated room virtually to understand spatial flow and furniture placement","I need to check sight lines and how the room feels from different vantage points before committing to a design","I want to inspect how lighting and materials look from multiple angles in the 3D space","I need to verify that furniture dimensions and placement work in the actual room layout"],"best_for":["Homeowners who think spatially and benefit from 3D visualization over 2D renderings","Users planning furniture layouts and needing to verify scale and proportions","Real estate professionals creating immersive virtual tours for property listings"],"limitations":["3D rendering quality and performance depend on browser GPU capabilities — may be slow on older devices","No documented support for real-time physics or collision detection — furniture may overlap unrealistically","Unknown whether 3D models include accurate material properties (reflectivity, roughness) or are simplified geometry","Likely limited to predefined furniture and fixture models rather than custom 3D imports","No documented support for lighting simulation or photorealistic rendering — may not accurately represent how space feels in person"],"requires":["Web browser with WebGL 2.0 support (most modern browsers)","GPU with sufficient VRAM for rendering complex 3D scenes","Mouse or touch input for camera navigation","Stable internet connection if 3D assets are streamed from cloud"],"input_types":["room dimensions and layout","design parameters and style selections","furniture and fixture selections"],"output_types":["interactive 3D WebGL scene","potentially screenshots or video exports of 3D views"],"categories":["image-visual","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_dream-house__cap_4","uri":"capability://image.visual.design.inspiration.and.mood.board.integration","name":"design inspiration and mood board integration","description":"Allows users to reference or import design inspiration from external sources (Pinterest boards, design websites, uploaded images) and uses AI to analyze visual patterns, color palettes, and aesthetic elements to inform generated designs. The system likely employs computer vision (CLIP embeddings, feature extraction) to understand design intent from reference images and translates those visual cues into prompts or parameters that guide the generative model. This creates a feedback loop where user inspiration directly influences AI output.","intents":["I want to upload a Pinterest mood board and have the AI generate designs matching that aesthetic","I need to extract the color palette from my favorite design inspiration and apply it to my room","I want the AI to understand my design taste from multiple reference images and generate cohesive variations","I'm trying to blend elements from multiple design inspirations into a unified concept"],"best_for":["Visual thinkers who prefer showing examples over describing design preferences","Users with strong design taste but limited vocabulary to articulate it","Homeowners wanting to bridge the gap between inspiration and their actual space"],"limitations":["AI interpretation of mood boards may misidentify key design elements or over-emphasize minor details","No documented support for weighted importance of multiple reference images — unclear how conflicts are resolved","Unknown whether system can distinguish between aspirational inspiration and practical constraints (e.g., budget, existing fixtures)","Color palette extraction may not account for lighting conditions in reference photos vs. actual room lighting","Limited to image-based inspiration — no support for design briefs, written descriptions, or design principles"],"requires":["Web browser with file upload support","Internet connection for cloud-based image analysis","Optional: Pinterest account or URL sharing (if integration exists)","Image files in common formats (JPG, PNG)"],"input_types":["uploaded images or image URLs","Pinterest board links (if supported)","multiple reference images for comparison"],"output_types":["extracted color palettes (hex codes)","design parameters inferred from inspiration","generated designs matching aesthetic"],"categories":["image-visual","data-processing-analysis"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_dream-house__cap_5","uri":"capability://image.visual.batch.design.variation.generation.and.comparison","name":"batch design variation generation and comparison","description":"Generates multiple design variations (e.g., 4-9 options) for a single room or space in parallel, allowing users to compare different approaches simultaneously. The system likely uses batch processing or parallel API calls to the underlying generative model with varied parameters (style, color scheme, furniture arrangement) to produce diverse outputs quickly. A comparison UI (grid view, side-by-side sliders) enables rapid evaluation and selection of preferred directions.","intents":["I want to see 6 different design options for my kitchen to compare and choose the best one","I need to generate multiple color scheme variations to find what works best with my existing decor","I want to explore different furniture arrangements for the same room layout","I'm trying to decide between modern and traditional styles — show me both side by side"],"best_for":["Decision-makers who benefit from seeing multiple options before committing","Homeowners with unclear preferences who need visual exploration to clarify taste","Teams or families needing to compare options and reach consensus"],"limitations":["Batch generation increases latency — users may wait 30+ seconds for all variations to render","No documented control over variation parameters — unclear if users can specify what should differ between options","Unknown whether variations are truly diverse or minor permutations of the same base design","Comparison UI may be overwhelming for users with decision paralysis — too many options can hinder rather than help","No documented ability to blend or combine elements from multiple variations"],"requires":["Web browser with sufficient memory for rendering multiple high-resolution images","Internet connection with adequate bandwidth for parallel API requests","Patience for batch processing latency (likely 30-60 seconds per batch)"],"input_types":["room parameters and design preferences","variation count (e.g., 4, 6, 9 options)","optional: specific parameters to vary (style, color, furniture)"],"output_types":["grid or carousel of design variations","comparison view with side-by-side or slider interface","metadata about each variation (style, color palette, key elements)"],"categories":["image-visual","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":22,"verified":false,"data_access_risk":"low","permissions":["Web browser with modern JavaScript support (ES6+)","Internet connection for cloud-based AI inference","No API key or authentication mentioned — appears to be fully free tier","Web browser with WebGL or Canvas support for rendering","Internet connection for cloud-based style transfer inference","Optional: existing room photo (if photo-to-styled-render workflow is supported)","Web browser with localStorage or IndexedDB support","Optional: user account (if cloud sync is implemented)","Sufficient browser memory for storing multiple high-resolution renderings","Web browser with WebGL 2.0 support (most modern browsers)"],"failure_modes":["No documented support for architectural constraints (load-bearing walls, plumbing, electrical) — purely aesthetic visualization","Unknown accuracy of spatial proportions and furniture scale relative to actual room dimensions","Likely limited to 2-3 design style presets or templates rather than fully custom architectural specifications","No iterative refinement workflow documented — unclear if users can request modifications to generated designs","Single-creator maintenance model suggests limited model updates or quality improvements over time","Style transfer may not respect functional constraints (e.g., applying minimalist style to a cluttered room may remove necessary storage)","No documented control over intensity or degree of style application — unclear if users can request subtle vs. dramatic transformations","Limited to predefined style categories; custom style definitions likely not supported","Unknown whether style transfer preserves lighting conditions and material properties accurately","No documented cloud persistence or account system — designs may be lost if browser cache is cleared","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.05,"quality":0.33,"ecosystem":0.15000000000000002,"match_graph":0.25,"freshness":0.5,"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":"inactive","updated_at":"2026-05-06T17:25:02.178Z","last_scraped_at":"2026-04-05T13:23:42.564Z","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=dream-house","compare_url":"https://unfragile.ai/compare?artifact=dream-house"}},"signature":"rsPIsUkrT/V8UTFExQ5jV1Jn8q06nrtcSPOs1ftRJBfkgYZPJMroEk5FVSPZ846Vtpiq1uIeoIT0yCl9TzZDAQ==","signedAt":"2026-06-22T13:27:40.637Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/dream-house","artifact":"https://unfragile.ai/dream-house","verify":"https://unfragile.ai/api/v1/verify?slug=dream-house","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"}}