{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"tool_candyicons","slug":"candyicons","name":"CandyIcons","type":"webapp","url":"https://www.candyicons.com","page_url":"https://unfragile.ai/candyicons","categories":["image-generation"],"tags":[],"pricing":{"model":"paid","free":false,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"tool_candyicons__cap_0","uri":"capability://image.visual.text.prompt.to.app.icon.generation","name":"text-prompt-to-app-icon generation","description":"Converts natural language text descriptions into rendered app icon images through a multi-stage pipeline: text embedding → semantic understanding → diffusion model conditioning → icon-specific post-processing. The system likely uses a fine-tuned or prompt-engineered image generation model (possibly Stable Diffusion or similar) with icon-domain constraints to ensure output fits standard app icon dimensions (512x512, 1024x1024) and maintains visual clarity at small scales.","intents":["I need a quick app icon for my iOS/Android app without hiring a designer","I want to iterate on icon concepts rapidly without learning design software","I need multiple icon variations from a single text description"],"best_for":["Solo indie developers building side projects with minimal design budget","Startup founders prototyping MVPs who need placeholder-to-production icons","Non-technical founders who lack design skills or resources"],"limitations":["Output quality and consistency unknown from public information — may produce generic or low-fidelity results unsuitable for premium apps","No documented support for iterative refinement or style control beyond initial prompt","Likely struggles with complex icon concepts, text-based icons, or brand-specific visual language","Icon output may not meet platform guidelines (Apple, Google) for safe zones, contrast ratios, or accessibility requirements without manual adjustment"],"requires":["Internet connection for cloud-based generation","Text description of desired icon (natural language)","Valid account/API key (if API-based access exists)"],"input_types":["text (natural language prompt describing icon concept)"],"output_types":["image (PNG or similar raster format, likely 512x512 or 1024x1024 pixels)"],"categories":["image-visual","design-automation"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_candyicons__cap_1","uri":"capability://image.visual.batch.icon.generation.with.prompt.variations","name":"batch icon generation with prompt variations","description":"Enables users to generate multiple icon variations from a single base prompt or to apply systematic variations (e.g., different color schemes, styles, or visual treatments) across a batch of icon requests. Implementation likely involves queuing multiple generation requests, applying prompt templates or style modifiers, and aggregating results into a downloadable collection or gallery view.","intents":["I need multiple icon style variations (flat, 3D, minimalist) from one concept","I want to generate icons for all features in my app in one workflow","I need light and dark mode versions of the same icon"],"best_for":["Developers building feature-rich apps needing consistent icon sets","Design teams exploring multiple visual directions quickly","Startups needing rapid icon iteration across product suites"],"limitations":["Consistency across batch outputs unknown — may produce visually disconnected icons lacking cohesive design language","No documented control over style uniformity, color palette alignment, or visual hierarchy across batch","Batch processing speed and rate limits not publicly specified","No clear mechanism for enforcing design system constraints across multiple generated icons"],"requires":["Multiple text prompts or a single prompt with variation parameters","Sufficient API quota or credits for batch processing"],"input_types":["text (multiple prompts or template-based prompt variations)"],"output_types":["image collection (multiple PNG files, likely organized by variation type)"],"categories":["image-visual","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_candyicons__cap_2","uri":"capability://image.visual.icon.customization.and.refinement","name":"icon customization and refinement","description":"Allows users to iteratively refine generated icons through feedback mechanisms such as prompt editing, style adjustments, color palette modifications, or regeneration with modified parameters. The system likely implements a conversation-style interface where users can request changes (e.g., 'make it more minimalist', 'change to blue', 'add a gradient') and the model regenerates or edits the icon based on the refinement prompt.","intents":["I want to adjust the color or style of a generated icon without regenerating from scratch","I need to iterate on an icon concept with specific feedback (e.g., 'more playful', 'less complex')","I want to fine-tune an icon to match my app's visual brand"],"best_for":["Developers who want rapid iteration without re-prompting from scratch","Non-designers who need guidance on icon refinement through conversational feedback","Teams exploring multiple design directions within a single session"],"limitations":["Refinement capabilities unknown from public information — may not support granular control over specific icon elements","No documented support for structural changes (e.g., adding/removing icon elements, repositioning components)","Iterative refinement may accumulate latency or quality degradation with each cycle","Unclear whether refinements are applied via regeneration (slower) or in-place editing (faster but more limited)"],"requires":["Initial generated icon as baseline","Text-based refinement instructions or feedback"],"input_types":["text (refinement prompts or feedback)","image (previously generated icon as reference)"],"output_types":["image (refined icon, likely same dimensions as input)"],"categories":["image-visual","planning-reasoning"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_candyicons__cap_3","uri":"capability://image.visual.icon.export.and.format.conversion","name":"icon export and format conversion","description":"Provides download and format conversion capabilities for generated icons, supporting multiple output formats (PNG, SVG, WEBP) and sizes (iOS app icon sizes: 120x120, 180x180, 1024x1024; Android: 192x192, 512x512) required by different platforms. Implementation likely involves server-side image resizing, format conversion (raster-to-vector or vice versa), and packaging into platform-specific icon sets or asset bundles.","intents":["I need to export my icon in iOS and Android required sizes","I want both raster (PNG) and vector (SVG) formats for different use cases","I need to download my icon as a ready-to-use asset bundle for my project"],"best_for":["Mobile app developers needing platform-compliant icon assets","Developers who want one-click export without manual resizing","Teams managing multiple icon formats across design systems"],"limitations":["SVG conversion quality unknown — raster-to-vector conversion may produce poor results or require manual cleanup","No documented support for icon set packaging (e.g., iOS .xcassets, Android drawable folders) — likely requires manual organization","Export formats and supported sizes not publicly specified","No clear mechanism for batch export of multiple icons with platform-specific naming conventions"],"requires":["Generated icon in platform's native format","Target platform/size specifications"],"input_types":["image (generated icon)"],"output_types":["image (PNG, SVG, WEBP in multiple sizes)","structured data (optional: icon metadata, platform guidelines)"],"categories":["image-visual","data-processing-analysis"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_candyicons__cap_4","uri":"capability://planning.reasoning.ai.powered.icon.concept.suggestion","name":"ai-powered icon concept suggestion","description":"Analyzes user input (app name, category, description) and suggests icon concepts or visual metaphors before generation, helping non-designers understand what visual direction might work best. The system likely uses NLP to extract semantic meaning from app metadata and suggests icon archetypes (e.g., 'abstract geometric', 'character-based', 'metaphorical') or specific visual elements that align with the app's purpose.","intents":["I'm not sure what my app icon should look like — I need suggestions","I want to explore multiple visual directions before committing to a design","I need help translating my app concept into visual metaphors"],"best_for":["Non-designers who lack visual intuition or design vocabulary","Founders exploring icon concepts before hiring designers","Teams brainstorming visual directions collaboratively"],"limitations":["Suggestion quality and relevance unknown from public information","No documented mechanism for user feedback on suggestions or refinement of recommendations","Suggestions may be generic or not aligned with brand identity or competitive landscape","No integration with design trend analysis or competitor icon research"],"requires":["App name, category, or description as input","Optional: brand guidelines or visual preferences"],"input_types":["text (app metadata: name, category, description, brand info)"],"output_types":["text (suggested icon concepts, visual metaphors, style recommendations)"],"categories":["planning-reasoning","text-generation-language"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_candyicons__cap_5","uri":"capability://image.visual.brand.aware.icon.generation.with.style.consistency","name":"brand-aware icon generation with style consistency","description":"Incorporates brand guidelines (color palette, typography, visual style) into icon generation to ensure output aligns with app branding. Implementation likely involves parsing brand parameters (primary/secondary colors, style descriptors like 'minimalist' or 'playful') and conditioning the generation model to respect these constraints throughout the output pipeline.","intents":["I want my app icon to match my brand's color palette and visual style","I need to ensure consistency between my app icon and other brand assets","I want to generate icons that fit my design system"],"best_for":["Startups with established brand guidelines","Teams managing multiple apps within a product suite","Developers who want brand-consistent assets without manual adjustment"],"limitations":["Brand constraint enforcement mechanism unknown — may not reliably respect color or style guidelines","No documented support for complex brand rules (e.g., logo integration, typography constraints)","Limited to simple color and style parameters; no support for pattern, texture, or material design constraints","No validation that generated icons actually comply with provided brand guidelines"],"requires":["Brand guidelines input: primary/secondary colors, style descriptors","Optional: reference images or brand assets"],"input_types":["text (brand parameters: colors, style descriptors)","image (optional: reference brand assets)"],"output_types":["image (icon respecting brand constraints)"],"categories":["image-visual","memory-knowledge"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":39,"verified":false,"data_access_risk":"low","permissions":["Internet connection for cloud-based generation","Text description of desired icon (natural language)","Valid account/API key (if API-based access exists)","Multiple text prompts or a single prompt with variation parameters","Sufficient API quota or credits for batch processing","Initial generated icon as baseline","Text-based refinement instructions or feedback","Generated icon in platform's native format","Target platform/size specifications","App name, category, or description as input"],"failure_modes":["Output quality and consistency unknown from public information — may produce generic or low-fidelity results unsuitable for premium apps","No documented support for iterative refinement or style control beyond initial prompt","Likely struggles with complex icon concepts, text-based icons, or brand-specific visual language","Icon output may not meet platform guidelines (Apple, Google) for safe zones, contrast ratios, or accessibility requirements without manual adjustment","Consistency across batch outputs unknown — may produce visually disconnected icons lacking cohesive design language","No documented control over style uniformity, color palette alignment, or visual hierarchy across batch","Batch processing speed and rate limits not publicly specified","No clear mechanism for enforcing design system constraints across multiple generated icons","Refinement capabilities unknown from public information — may not support granular control over specific icon elements","No documented support for structural changes (e.g., adding/removing icon elements, repositioning components)","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.31666666666666665,"quality":0.67,"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":"2026-05-24T12:16:29.716Z","last_scraped_at":"2026-04-05T13:23:42.561Z","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=candyicons","compare_url":"https://unfragile.ai/compare?artifact=candyicons"}},"signature":"/mwDaDD6jovu55wFwJSlAdVG/ApJVKE3bnr0/Ka4+wOP++cYXzDxJBy0VjCvebxeo7O0XAWolnYI27hXhEReAg==","signedAt":"2026-06-20T23:50:27.197Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/candyicons","artifact":"https://unfragile.ai/candyicons","verify":"https://unfragile.ai/api/v1/verify?slug=candyicons","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"}}