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Users can test multiple design variations in minutes rather than weeks, accelerating the decision-making process.","intents":["I want to compare how different furniture pieces look in my room","I need to test multiple color schemes quickly","I want to see how different layouts affect the space","I want to experiment with different design styles without commitment"],"best_for":["indecisive shoppers wanting to explore options","design-conscious consumers optimizing aesthetics","people planning major room overhauls","renters testing temporary design changes"],"limitations":["Each iteration requires re-rendering, adding time","Large numbers of variations may become overwhelming","Changes are limited to catalog items or uploaded furniture"],"requires":["initial room setup already created","access to furniture catalog or ability to upload items","clear understanding of desired changes"],"input_types":["modification parameters (furniture swaps, color changes, layout adjustments)","text descriptions of desired changes"],"output_types":["updated photorealistic renderings","side-by-side comparison views"],"categories":["design","productivity"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_myroomdesigner__cap_10","uri":"capability://productivity.design.export.and.sharing","name":"design-export-and-sharing","description":"Enables users to export room designs in various formats and share them with others (family, friends, designers, or retailers). Facilitates communication and collaboration around design decisions.","intents":["I want to share my design with my spouse to get their opinion","I need to show my designer what I'm envisioning","I want to send my design to a furniture retailer","I need to export my design for presentation or printing"],"best_for":["users collaborating on design decisions","those working with professional designers","people shopping with retailers","users needing to present designs to others"],"limitations":["Export formats may be limited","High-resolution exports may require premium subscription","Sharing links may have expiration dates","Recipients may need account access to view designs"],"requires":["completed room design","export or sharing feature access","recipient contact information (for sharing)"],"input_types":["room design selection","export format preference","sharing recipient information"],"output_types":["image files (PNG, JPG)","PDF documents","shareable links","design presentations"],"categories":["productivity","design","collaboration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_myroomdesigner__cap_2","uri":"capability://design.spatial.layout.planning","name":"spatial-layout-planning","description":"Assists users in planning furniture arrangement and spatial organization by visualizing how pieces fit together in a room. Provides feedback on traffic flow, proportions, and functional use of space.","intents":["I need to figure out where to place my furniture in the room","I want to ensure furniture doesn't block doorways or windows","I need to optimize space usage in a small room","I want to check if a large piece of furniture will fit"],"best_for":["people with small or awkwardly-shaped rooms","those moving and need to plan furniture placement","space-conscious consumers maximizing functionality","people unfamiliar with spatial design principles"],"limitations":["Cannot account for real-world obstacles like outlets or HVAC vents","Accuracy depends on precise room measurements","May not optimize for traffic patterns or ergonomics automatically"],"requires":["accurate room dimensions and layout","furniture dimensions","understanding of room function and usage"],"input_types":["room floor plan or dimensions","furniture pieces with dimensions","room features (doors, windows, fixtures)"],"output_types":["top-down floor plan views","3D perspective renderings showing arrangement","spatial relationship visualizations"],"categories":["design","planning"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_myroomdesigner__cap_3","uri":"capability://design.furniture.purchase.decision.support","name":"furniture-purchase-decision-support","description":"Helps users make confident furniture buying decisions by visualizing specific pieces in their actual room context before purchase. Reduces buyer's remorse by showing scale, proportion, and aesthetic fit.","intents":["I want to make sure this sofa will look good in my room before buying it","I need to confirm a piece of furniture is the right size","I want to see if this style matches my room aesthetic","I'm worried about making an expensive mistake with furniture"],"best_for":["online furniture shoppers","budget-conscious buyers avoiding returns","people buying expensive pieces (sofas, beds, tables)","remote shoppers unable to see items in person"],"limitations":["Limited to furniture available in the catalog","Cannot guarantee exact color matching across displays","Doesn't account for fabric texture or material feel","May not capture subtle design details of specific pieces"],"requires":["furniture item with accurate dimensions","room already set up in the tool","clear product images or catalog entries"],"input_types":["furniture product selection (from catalog or upload)","desired placement location in room"],"output_types":["photorealistic renderings showing furniture in context","multiple viewing angles","scale comparison with existing room elements"],"categories":["design","e-commerce","decision-support"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_myroomdesigner__cap_4","uri":"capability://design.color.scheme.visualization","name":"color-scheme-visualization","description":"Allows users to preview how paint colors, wall treatments, and color combinations will appear in their actual room with realistic lighting. Shows how colors interact with existing elements and natural/artificial light.","intents":["I want to see how this paint color will look on my walls","I need to test if these colors work well together","I want to see how the color changes with different lighting","I'm unsure about a bold color choice and want to preview it first"],"best_for":["homeowners planning to paint","people hesitant about bold color choices","those wanting to coordinate color schemes","renters testing temporary color changes"],"limitations":["Monitor color accuracy affects preview reliability","Lighting simulation may not match actual room lighting exactly","Paint finish (matte, glossy) not fully represented","Doesn't account for existing wall texture or imperfections"],"requires":["room already set up in the tool","color selections (hex codes or from palette)","understanding of room's natural and artificial lighting"],"input_types":["color selections (hex, RGB, or named colors)","wall surface selections","accent color choices"],"output_types":["photorealistic renderings with applied colors","multiple lighting condition previews","color palette visualizations"],"categories":["design","visualization"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_myroomdesigner__cap_5","uri":"capability://design.style.exploration.and.inspiration","name":"style-exploration-and-inspiration","description":"Enables users to explore different interior design styles (modern, traditional, bohemian, etc.) applied to their specific room. Helps users discover and visualize design aesthetics that appeal to them.","intents":["I want to see what my room would look like in a modern style","I'm not sure what design style I like, help me explore options","I want to see how a specific aesthetic works in my space","I need inspiration for redesigning my room"],"best_for":["people uncertain about their design preferences","those seeking design inspiration","users wanting to try bold style changes","people learning about different design aesthetics"],"limitations":["Style application may feel generic or templated","Limited to predefined style categories","May not capture nuanced personal preferences","Requires clear room setup for meaningful comparisons"],"requires":["room already configured in the tool","openness to design suggestions","basic understanding of style preferences"],"input_types":["style selections (from predefined categories)","mood or aesthetic descriptions","inspiration images or references"],"output_types":["styled room renderings","style comparison views","design mood boards"],"categories":["design","inspiration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_myroomdesigner__cap_6","uri":"capability://design.lighting.simulation.and.preview","name":"lighting-simulation-and-preview","description":"Simulates how different lighting conditions, fixtures, and color temperatures affect the appearance of a room. Shows how natural light, artificial light, and various fixtures impact the overall ambiance.","intents":["I want to see how my room looks with different lighting","I need to choose between warm and cool lighting for my space","I want to preview how a new light fixture will look","I'm concerned about how dark my room will be in the evening"],"best_for":["people planning lighting upgrades","those concerned about room brightness","users optimizing ambiance and mood","people in rooms with limited natural light"],"limitations":["Lighting simulation may not account for all real-world factors","Reflectance properties of materials affect accuracy","Cannot simulate dynamic lighting changes throughout the day","Fixture selection limited to catalog items"],"requires":["room already set up with surfaces and furniture","lighting fixture selections","understanding of room's natural light exposure"],"input_types":["lighting fixture selections","color temperature preferences (warm/cool)","time of day or lighting scenario"],"output_types":["renderings with applied lighting","multiple lighting scenario comparisons","ambiance previews"],"categories":["design","visualization"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_myroomdesigner__cap_7","uri":"capability://design.room.measurement.and.setup","name":"room-measurement-and-setup","description":"Guides users through measuring their room and inputting dimensions to create an accurate digital representation. 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Integrates furniture items with accurate dimensions and styling information.","intents":["I want to find furniture pieces that fit my room","I need to browse available furniture options","I want to filter furniture by style, price, or category","I need to add specific pieces to my design"],"best_for":["users wanting pre-vetted furniture options","those seeking style-appropriate pieces","people wanting to shop while designing","users unfamiliar with furniture shopping"],"limitations":["Limited to catalog items only","Cannot upload custom or non-catalog furniture","Catalog may not include all available furniture","Pricing and availability may not be current"],"requires":["access to the furniture catalog","understanding of desired furniture type and style","knowledge of room dimensions for fit checking"],"input_types":["search queries","filter selections (style, category, price range)","furniture selections for addition to room"],"output_types":["filtered furniture listings","furniture details (dimensions, style, price)","furniture items added to room design"],"categories":["design","shopping","e-commerce"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_myroomdesigner__cap_9","uri":"capability://productivity.design.project.saving.and.management","name":"design-project-saving-and-management","description":"Allows users to save, organize, and manage multiple room design projects. Enables revisiting, modifying, and comparing different design iterations over time.","intents":["I want to save my design so I can come back to it later","I need to keep track of multiple room design options","I want to compare different design versions","I need to share my design with family or a designer"],"best_for":["users working on designs over multiple sessions","people exploring multiple design options","those wanting to share designs with others","users planning major renovations requiring multiple iterations"],"limitations":["Storage may be limited by subscription tier","Sharing capabilities may be restricted","Version history may not be available","Export options may be limited"],"requires":["user account with the service","completed or in-progress room design","storage space allocation"],"input_types":["room design data","project names and descriptions","sharing preferences and recipient information"],"output_types":["saved project files","project list/dashboard","shareable design links or files","design comparison views"],"categories":["productivity","design","project-management"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":44,"verified":false,"data_access_risk":"low","permissions":["accurate room measurements","clear style preferences or descriptions","furniture selection from available catalog or uploads","basic spatial understanding of room layout","initial room setup already created","access to furniture catalog or ability to upload items","clear understanding of desired changes","completed room design","export or sharing feature access","recipient contact information (for sharing)"],"failure_modes":["Output quality depends heavily on input accuracy and detail","Rendering time measured in minutes, not instant","May struggle with highly custom or unusual room geometries","Lighting simulation accuracy varies by scene complexity","Each iteration requires re-rendering, adding time","Large numbers of variations may become overwhelming","Changes are limited to catalog items or uploaded furniture","Export formats may be limited","High-resolution exports may require premium subscription","Sharing links may have expiration dates","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.39999999999999997,"quality":0.82,"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":"2026-05-24T12:16:31.858Z","last_scraped_at":"2026-04-05T13:23:42.545Z","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=myroomdesigner","compare_url":"https://unfragile.ai/compare?artifact=myroomdesigner"}},"signature":"q1QE1a2lYDelLd137rq4OahyKLtPggNHD9X0QiYHtRDbbqEAIMYLale5gkoJWjZU+S+Lua2XAR50F+Qdxe7KCg==","signedAt":"2026-06-22T07:57:15.548Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/myroomdesigner","artifact":"https://unfragile.ai/myroomdesigner","verify":"https://unfragile.ai/api/v1/verify?slug=myroomdesigner","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"}}