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Controls how scenes are illuminated and rendered.","intents":["I want to set up realistic lighting for my 3D scene","I need to create specific moods or atmospheres with lighting","I want to control how my 3D models appear under different lighting conditions"],"best_for":["product designers","visualizers","interactive experience creators"],"limitations":["Limited advanced lighting features like global illumination","No complex light simulation or ray tracing","Environment map options may be limited","Performance impact of complex lighting setups"],"requires":["3D scene in Spline","Understanding of lighting principles","Target aesthetic or mood"],"input_types":["3D scene","lighting parameters","environment maps"],"output_types":["lit 3D scene"],"categories":["design","3d"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_spline-ai__cap_12","uri":"capability://design.responsive.design.preview","name":"responsive-design-preview","description":"Previews how 3D scenes and interactive experiences appear on different devices and screen sizes. Allows designers to test responsiveness and ensure content works across platforms.","intents":["I want to see how my 3D experience looks on mobile devices","I need to ensure my interactive 3D content works on different screen sizes","I want to test my design across multiple devices before publishing"],"best_for":["web designers","responsive design advocates","cross-platform developers"],"limitations":["Preview may not perfectly match actual device rendering","Performance testing limited to preview environment","Mobile performance optimization requires manual adjustment","Touch interaction testing may be limited"],"requires":["Completed Spline project","Target device specifications","Understanding of responsive design principles"],"input_types":["Spline project"],"output_types":["responsive preview","device mockup"],"categories":["design","web","testing"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_spline-ai__cap_13","uri":"capability://productivity.version.history.and.recovery","name":"version-history-and-recovery","description":"Maintains version history of projects and allows users to revert to previous versions if needed. Provides recovery options for accidental changes or unwanted edits.","intents":["I want to undo major changes to my project","I need to recover a previous version of my design","I want to compare different iterations of my work"],"best_for":["iterative designers","collaborative teams","risk-averse creators"],"limitations":["Version history retention may depend on subscription tier","Limited number of versions stored (freemium restrictions)","Recovery process may be time-consuming for large projects","No branching or merge capabilities"],"requires":["Spline account","Project with saved versions","Appropriate subscription tier"],"input_types":["project history"],"output_types":["recovered project version"],"categories":["productivity","collaboration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_spline-ai__cap_2","uri":"capability://collaboration.real.time.multiplayer.collaboration","name":"real-time-multiplayer-collaboration","description":"Enables multiple users to work on the same 3D project simultaneously in real-time, with live updates and shared editing capabilities. Eliminates version control issues and allows teams to collaborate without manual file syncing.","intents":["I want my team to work on the same 3D project at the same time","I need to eliminate version control headaches when collaborating on 3D designs","I want to see my teammates' changes in real-time as they work"],"best_for":["design teams","remote teams","educators with student groups","collaborative agencies"],"limitations":["Collaboration features may have latency on slower connections","Limited to Spline's ecosystem; cannot collaborate with external 3D tools","Freemium tier may restrict number of collaborators"],"requires":["Spline account for all collaborators","Stable internet connection","Modern web browser"],"input_types":["user interaction"],"output_types":["shared 3D project state"],"categories":["collaboration","productivity"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_spline-ai__cap_3","uri":"capability://design.3d.to.webgl.export","name":"3d-to-webgl-export","description":"Exports 3D models directly to interactive WebGL format optimized for web deployment. 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Provides intelligent editing recommendations based on the model's current state.","intents":["I want AI to help me improve my 3D model","I need suggestions for refining an AI-generated object","I want to enhance model quality without manual trial-and-error"],"best_for":["designers with limited 3D experience","rapid prototypers","iterative designers"],"limitations":["Refinement suggestions may not match specific artistic vision","AI recommendations work best for common object types","May require multiple iterations to achieve desired results","Cannot replace expert manual modeling for complex requirements"],"requires":["Existing 3D model in Spline","Clear feedback on desired improvements","Willingness to iterate"],"input_types":["3D model","user feedback"],"output_types":["refined 3D model","suggestions"],"categories":["design","3d","generative-ai"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_spline-ai__cap_5","uri":"capability://design.interactive.3d.scene.building","name":"interactive-3d-scene-building","description":"Allows creation of interactive 3D scenes with animations, interactions, and responsive behaviors. 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Users can browse, search, and use existing models as starting points or components.","intents":["I want to use pre-made 3D models to speed up my project","I need to find specific 3D assets without creating them from scratch","I want to combine existing assets to build complex scenes"],"best_for":["rapid prototypers","designers with limited modeling skills","teams under time pressure"],"limitations":["Library size and variety may be limited compared to specialized asset stores","Assets may require customization for specific use cases","Freemium tier may have restricted library access","Asset quality and style consistency varies"],"requires":["Spline account","Knowledge of what assets you need","Ability to customize imported assets"],"input_types":["search queries","user selection"],"output_types":["3D model","imported asset"],"categories":["design","3d"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_spline-ai__cap_7","uri":"capability://design.3d.model.import.and.conversion","name":"3d-model-import-and-conversion","description":"Imports 3D models from external sources and converts them to Spline's native format for editing and collaboration. 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Projects can be embedded directly into websites.","intents":["I want to share my 3D design with clients or stakeholders","I need to embed interactive 3D content on my website","I want to showcase my work without requiring viewers to have Spline accounts"],"best_for":["designers sharing work","marketers showcasing products","educators sharing interactive content"],"limitations":["Freemium tier may restrict sharing capabilities","Viewers cannot edit shared projects","Embed customization options may be limited","Sharing permissions depend on subscription tier"],"requires":["Completed Spline project","Appropriate subscription tier for sharing features","Website or platform to embed content (if embedding)"],"input_types":["Spline project"],"output_types":["shareable link","embed code","interactive web asset"],"categories":["collaboration","sharing","web"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_spline-ai__cap_9","uri":"capability://design.material.and.texture.application","name":"material-and-texture-application","description":"Applies materials, textures, and basic shaders to 3D models to control appearance and visual properties. 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