{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"tool_qr-diffusion","slug":"qr-diffusion","name":"QR Diffusion","type":"webapp","url":"https://qrdiffusion.com","page_url":"https://unfragile.ai/qr-diffusion","categories":["image-generation"],"tags":[],"pricing":{"model":"paid","free":false,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"tool_qr-diffusion__cap_0","uri":"capability://design.ai.styled.qr.code.generation","name":"ai-styled qr code generation","description":"Transforms a standard QR code into a visually customized artistic design while maintaining 100% scannability. Uses diffusion models to embed QR patterns into user-specified visual styles, themes, or artistic directions.","intents":["I want my QR codes to match my brand aesthetic instead of looking generic","I need QR codes that are visually appealing enough to include in premium marketing materials","I want to create on-brand QR codes without hiring a designer"],"best_for":["Brand-conscious marketers","Packaging designers","Print advertising teams","Social media marketers with visual consistency requirements"],"limitations":["Output quality is inconsistent and depends on prompt engineering","Some generated codes may require multiple scans if QR pattern becomes too obscured","Per-code pricing makes high-volume campaigns economically impractical","Results depend on the AI model's interpretation of the style prompt"],"requires":["A valid URL or data to encode as QR code","A text prompt describing desired visual style or aesthetic","Paid credits or subscription"],"input_types":["URL string","text data","style/aesthetic description (text prompt)"],"output_types":["PNG image","JPG image","scannable QR code graphic"],"categories":["design","image-generation","marketing"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_qr-diffusion__cap_1","uri":"capability://design.batch.qr.code.styling.with.consistency","name":"batch qr code styling with consistency","description":"Generates multiple QR codes with consistent visual styling applied across all codes in a single batch operation. Maintains unified aesthetic across multiple codes for cohesive campaign materials.","intents":["I need 50 QR codes for different products but they should all look like they belong to the same campaign","I want to apply the same visual style to multiple QR codes efficiently","I need consistent branded QR codes across all my marketing collateral"],"best_for":["Marketing teams running multi-asset campaigns","E-commerce brands with multiple product QR codes","Agencies managing consistent branding across client materials"],"limitations":["Per-code pricing multiplies costs with batch volume","Consistency may vary slightly between codes due to AI generation variance","Batch processing speed depends on service load"],"requires":["Multiple URLs or data points to encode","A unified style prompt or design direction","Sufficient paid credits for batch size"],"input_types":["list of URLs","list of text data","single style/aesthetic prompt"],"output_types":["multiple PNG images","multiple JPG images","batch of styled QR codes"],"categories":["design","marketing","batch-processing"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_qr-diffusion__cap_2","uri":"capability://design.prompt.based.qr.code.aesthetic.customization","name":"prompt-based qr code aesthetic customization","description":"Allows users to control the visual appearance of QR codes through natural language prompts describing desired styles, themes, colors, artistic movements, or design elements. The AI interprets these prompts to generate matching visuals.","intents":["I want my QR code to look like it's from a cyberpunk aesthetic","I need a QR code that incorporates my brand colors and logo style","I want to experiment with different visual styles for my QR codes"],"best_for":["Designers experimenting with visual directions","Marketers testing different aesthetic approaches","Creative professionals iterating on QR code designs"],"limitations":["Results are highly dependent on prompt quality and specificity","The AI model may interpret prompts differently than intended","Vague prompts lead to inconsistent or unexpected results","No direct control over specific design elements"],"requires":["A well-crafted text prompt describing desired aesthetic","Understanding of prompt engineering principles for best results","Willingness to iterate and refine prompts"],"input_types":["text prompt","style description"],"output_types":["styled QR code image","visual design variations"],"categories":["design","image-generation","customization"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_qr-diffusion__cap_3","uri":"capability://design.scannability.preserving.design.transformation","name":"scannability-preserving design transformation","description":"Applies visual styling to QR codes while algorithmically ensuring the encoded data remains readable by standard QR code scanners. Balances aesthetic customization with functional scannability requirements.","intents":["I want beautiful QR codes that actually work when scanned","I need to ensure my styled QR codes won't fail in the field","I want to customize QR codes without sacrificing functionality"],"best_for":["Marketing teams deploying QR codes in real-world campaigns","Brands where QR code functionality is mission-critical","Anyone concerned about customer experience with QR codes"],"limitations":["Some artistic styles may reduce scannability reliability","Highly complex or dark artistic styles may require multiple scan attempts","No guarantee of 100% scannability in all lighting conditions","Trade-off between aesthetic complexity and scan reliability"],"requires":["Valid QR data to encode","Understanding that extreme artistic styles may impact scannability","Testing in real-world conditions before deployment"],"input_types":["QR code data","style parameters"],"output_types":["functional QR code image","scannable artistic QR code"],"categories":["design","quality-assurance","marketing"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":43,"verified":false,"data_access_risk":"low","permissions":["A valid URL or data to encode as QR code","A text prompt describing desired visual style or aesthetic","Paid credits or subscription","Multiple URLs or data points to encode","A unified style prompt or design direction","Sufficient paid credits for batch size","A well-crafted text prompt describing desired aesthetic","Understanding of prompt engineering principles for best results","Willingness to iterate and refine prompts","Valid QR data to encode"],"failure_modes":["Output quality is inconsistent and depends on prompt engineering","Some generated codes may require multiple scans if QR pattern becomes too obscured","Per-code pricing makes high-volume campaigns economically impractical","Results depend on the AI model's interpretation of the style prompt","Per-code pricing multiplies costs with batch volume","Consistency may vary slightly between codes due to AI generation variance","Batch processing speed depends on service load","Results are highly dependent on prompt quality and specificity","The AI model may interpret prompts differently than intended","Vague prompts lead to inconsistent or unexpected results","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.39999999999999997,"quality":0.72,"ecosystem":0.25,"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":"2026-05-24T12:16:32.438Z","last_scraped_at":"2026-04-05T13:23:42.544Z","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=qr-diffusion","compare_url":"https://unfragile.ai/compare?artifact=qr-diffusion"}},"signature":"lORPqmqYiSce/IzBYfY/oNKBGnfQDZJpqpsFakLkruLIqx1fI6j3MTUORtKvUo+ZCdT7ozUKIWM0xddERNP3DQ==","signedAt":"2026-06-21T23:36:44.577Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/qr-diffusion","artifact":"https://unfragile.ai/qr-diffusion","verify":"https://unfragile.ai/api/v1/verify?slug=qr-diffusion","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"}}