{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"tool_designpro","slug":"designpro","name":"DesignPro","type":"product","url":"https://beta.designpro.ai","page_url":"https://unfragile.ai/designpro","categories":["app-builders"],"tags":[],"pricing":{"model":"freemium","free":true,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"tool_designpro__cap_0","uri":"capability://image.visual.ai.generated.design.composition.critique","name":"ai-generated design composition critique","description":"Analyzes uploaded design files (Figma exports, PNG, JPG) using computer vision and design heuristics to automatically generate written feedback on composition, balance, visual hierarchy, and layout principles. The system likely uses pre-trained vision models combined with design-specific rule engines to evaluate spatial relationships, element alignment, and whitespace distribution, then generates natural language critique without requiring human reviewer input.","intents":["Get instant feedback on design composition without waiting for team review","Identify layout and hierarchy issues before presenting to stakeholders","Validate design decisions against established composition principles","Accelerate iteration cycles by automating the first-pass critique phase"],"best_for":["Solo designers working without dedicated design review partners","Early-stage teams needing rapid iteration feedback loops","Designers seeking objective composition validation before human review"],"limitations":["AI feedback lacks understanding of brand-specific design systems and strategic context","Cannot evaluate design against undocumented or implicit brand guidelines","May miss nuanced design decisions that serve business or user research goals","Composition critique is rule-based and may not account for intentional rule-breaking for creative effect"],"requires":["Design file in supported format (Figma export, PNG, JPG, likely SVG)","Active DesignPro account (freemium tier available)","Internet connection for cloud-based vision model inference"],"input_types":["image/png","image/jpeg","image/svg+xml","Figma file exports"],"output_types":["text/plain (natural language critique)","structured feedback object with category tags"],"categories":["image-visual","design-feedback"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_designpro__cap_1","uri":"capability://image.visual.ai.generated.color.theory.feedback","name":"ai-generated color theory feedback","description":"Analyzes color palettes and color usage within designs using color science models and design theory to generate feedback on harmony, contrast, accessibility, and emotional impact. The system extracts dominant colors from design files, evaluates them against color harmony models (complementary, analogous, triadic), checks WCAG contrast ratios for accessibility, and generates written recommendations on color choices without human input.","intents":["Validate color palette harmony and aesthetic coherence","Identify accessibility issues with color contrast before user testing","Get recommendations for color adjustments to improve visual impact","Ensure designs meet WCAG AA/AAA contrast standards automatically"],"best_for":["Designers working on accessible digital products","Teams without dedicated color/brand specialists","Designers seeking objective validation of color choices before stakeholder review"],"limitations":["Cannot evaluate color choices against brand guidelines or cultural context without explicit training data","Accessibility feedback limited to contrast ratios; cannot assess color-only information conveyance","May not understand intentional color choices that serve specific user research or A/B testing goals","Emotional impact assessment is generic and not personalized to target audience"],"requires":["Design file with color information (PNG, JPG, Figma export, SVG)","Active DesignPro account","Internet connection for model inference"],"input_types":["image/png","image/jpeg","image/svg+xml","Figma file exports"],"output_types":["text/plain (color feedback and recommendations)","structured data (WCAG contrast scores, color harmony analysis)"],"categories":["image-visual","design-feedback"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_designpro__cap_2","uri":"capability://image.visual.ai.generated.usability.critique","name":"ai-generated usability critique","description":"Evaluates design mockups for usability issues by analyzing UI element placement, interactive affordances, information architecture, and user flow patterns. The system uses heuristic evaluation rules (Nielsen's 10 usability heuristics, common UI patterns) combined with vision models to identify potential usability problems like unclear CTAs, poor information hierarchy, or confusing navigation patterns, then generates written recommendations.","intents":["Identify usability issues in mockups before user testing","Validate UI against established usability heuristics","Get recommendations for improving user flow and interaction clarity","Catch common UX anti-patterns early in the design process"],"best_for":["Product designers without dedicated UX research resources","Teams building digital products who want early-stage usability validation","Designers seeking objective feedback on interaction patterns"],"limitations":["Cannot replace user testing; heuristic evaluation misses real user behavior and mental models","Feedback is based on generic usability principles and may not apply to specialized domains (e.g., enterprise software, accessibility-first design)","Cannot evaluate dynamic interactions, animations, or state changes from static mockups","May flag intentional design choices that serve specific user research findings"],"requires":["Design file or mockup (PNG, JPG, Figma export, SVG)","Active DesignPro account","Internet connection"],"input_types":["image/png","image/jpeg","image/svg+xml","Figma file exports"],"output_types":["text/plain (usability critique and recommendations)","structured feedback with severity levels"],"categories":["image-visual","design-feedback"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_designpro__cap_3","uri":"capability://automation.workflow.integrated.task.management.for.design.iterations","name":"integrated task management for design iterations","description":"Converts AI-generated feedback into actionable tasks within a unified workspace, allowing designers to track feedback items, assign revisions, and manage design iteration cycles without context switching between feedback tools and task managers. The system likely creates task objects from feedback critique points, links them to design files, tracks completion status, and maintains audit trails of design changes tied to specific feedback items.","intents":["Convert AI feedback into actionable design tasks without manual transcription","Track which feedback items have been addressed in design revisions","Manage design iteration cycles with feedback and tasks in one workspace","Maintain audit trail of design changes and their feedback origins"],"best_for":["Solo designers managing their own iteration workflows","Small design teams coordinating feedback and revisions","Teams wanting to reduce context switching between feedback and task management tools"],"limitations":["Task management features are likely basic compared to dedicated project management tools (Asana, Linear, Jira)","No apparent integration with external task managers; requires using DesignPro's native task system","Unclear if tasks can be assigned to team members or if this is solo-designer focused","No mention of workflow automation or task dependencies"],"requires":["Active DesignPro account","Design file uploaded to DesignPro","AI feedback generated (automatic after upload)"],"input_types":["AI-generated feedback objects","design file references"],"output_types":["task objects with status tracking","audit logs of feedback-to-task mappings"],"categories":["automation-workflow","task-management"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_designpro__cap_4","uri":"capability://automation.workflow.design.file.upload.and.version.management","name":"design file upload and version management","description":"Accepts design file uploads (Figma exports, PNG, JPG, SVG) and maintains version history of uploaded designs, allowing designers to track changes across iterations and compare feedback across versions. The system likely stores files in cloud storage, maintains metadata about upload timestamps and associated feedback, and enables side-by-side comparison of design versions.","intents":["Upload design files for AI feedback analysis","Track design versions and their associated feedback","Compare feedback across design iterations","Maintain audit trail of design evolution"],"best_for":["Designers working with static design exports (Figma, Sketch, Adobe XD)","Teams needing version history of design feedback","Solo designers managing multiple design iterations"],"limitations":["Requires exporting designs from native tools; no native Figma plugin mentioned (though Figma integration may exist)","File size limits unknown; may not support large design files or video","Version history likely limited by storage tier (freemium may have restrictions)","No apparent real-time collaboration on uploaded files"],"requires":["Design file in supported format (PNG, JPG, SVG, Figma export)","Active DesignPro account","Internet connection for upload"],"input_types":["image/png","image/jpeg","image/svg+xml","Figma file exports","Sketch exports","Adobe XD exports"],"output_types":["file metadata (upload timestamp, version number)","version history index"],"categories":["automation-workflow","memory-knowledge"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_designpro__cap_5","uri":"capability://automation.workflow.freemium.access.tier.with.usage.limits","name":"freemium access tier with usage limits","description":"Provides free access to core AI feedback capabilities with usage quotas (likely limited number of design uploads, feedback generations, or task creations per month), with paid tiers offering higher limits and additional features. The system likely implements quota tracking, rate limiting, and tier-based feature access at the API/application level.","intents":["Try DesignPro without financial commitment","Access basic AI feedback for solo design projects","Upgrade to paid tier when usage exceeds free limits","Evaluate product fit before committing to subscription"],"best_for":["Solo designers and bootstrapped teams with limited budgets","Designers evaluating the product before team adoption","Low-volume design projects with occasional feedback needs"],"limitations":["Free tier quotas likely restrict feedback generations per month (specific limits unknown)","Freemium model may create friction when users hit usage limits mid-project","No information on pricing tiers, feature differences, or upgrade paths","Free tier may have longer processing times or lower priority inference"],"requires":["Email address for account creation","No payment method required for free tier"],"input_types":["account tier identifier"],"output_types":["quota status","feature access flags"],"categories":["automation-workflow","safety-moderation"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_designpro__cap_6","uri":"capability://data.processing.analysis.multi.file.design.feedback.batch.processing","name":"multi-file design feedback batch processing","description":"Processes multiple design files in a single batch operation, generating feedback for all uploaded designs and organizing results by file, allowing designers to get feedback on entire design systems or project suites without running individual analyses. The system likely queues batch jobs, processes files in parallel or sequential order, and aggregates results into a unified report or dashboard.","intents":["Get feedback on entire design system or component library at once","Analyze multiple design variations or A/B test mockups simultaneously","Generate feedback reports for design audits across multiple files","Reduce time spent waiting for individual feedback generations"],"best_for":["Designers working on design systems with many components","Teams conducting design audits across multiple projects","Designers testing multiple design variations or A/B concepts"],"limitations":["Batch processing may have longer total processing time than individual files","Unclear if batch jobs can be prioritized or scheduled","No mention of batch result export or reporting features","Batch processing may be limited to paid tiers (freemium restrictions unknown)"],"requires":["Multiple design files in supported formats","Active DesignPro account","Sufficient quota for batch processing (freemium may have limits)"],"input_types":["image/png","image/jpeg","image/svg+xml","Figma file exports (multiple files)"],"output_types":["aggregated feedback report","per-file feedback objects","batch job status"],"categories":["data-processing-analysis","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":39,"verified":false,"data_access_risk":"high","permissions":["Design file in supported format (Figma export, PNG, JPG, likely SVG)","Active DesignPro account (freemium tier available)","Internet connection for cloud-based vision model inference","Design file with color information (PNG, JPG, Figma export, SVG)","Active DesignPro account","Internet connection for model inference","Design file or mockup (PNG, JPG, Figma export, SVG)","Internet connection","Design file uploaded to DesignPro","AI feedback generated (automatic after upload)"],"failure_modes":["AI feedback lacks understanding of brand-specific design systems and strategic context","Cannot evaluate design against undocumented or implicit brand guidelines","May miss nuanced design decisions that serve business or user research goals","Composition critique is rule-based and may not account for intentional rule-breaking for creative effect","Cannot evaluate color choices against brand guidelines or cultural context without explicit training data","Accessibility feedback limited to contrast ratios; cannot assess color-only information conveyance","May not understand intentional color choices that serve specific user research or A/B testing goals","Emotional impact assessment is generic and not personalized to target audience","Cannot replace user testing; heuristic evaluation misses real user behavior and mental models","Feedback is based on generic usability principles and may not apply to specialized domains (e.g., enterprise software, accessibility-first design)","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":"2026-05-24T12:16:30.283Z","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=designpro","compare_url":"https://unfragile.ai/compare?artifact=designpro"}},"signature":"SiUFL1CRiQnRGom0o/qbkAiraFVMxMKPKc1mpP2sDtoRIOq2fR8nYtq+mLxo7Y2w4oN4lbo66hD+P9u/Kv1eBA==","signedAt":"2026-06-22T23:11:31.313Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/designpro","artifact":"https://unfragile.ai/designpro","verify":"https://unfragile.ai/api/v1/verify?slug=designpro","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"}}