{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"immersive-translate","slug":"immersive-translate","name":"Immersive Translate","type":"extension","url":"https://immersivetranslate.com","page_url":"https://unfragile.ai/immersive-translate","categories":["browser-extensions"],"tags":[],"pricing":{"model":"free","free":true,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"immersive-translate__cap_0","uri":"capability://text.generation.language.side.by.side.bilingual.webpage.translation.with.intelligent.paragraph.detection","name":"side-by-side bilingual webpage translation with intelligent paragraph detection","description":"Renders original and translated text in a vertical split-pane layout on web pages, using DOM parsing to identify main content areas and paragraph boundaries. Detects semantic paragraph units rather than line breaks, preserving context for accurate translation. The extension intercepts page rendering, injects translated content alongside originals, and applies CSS-based layout adjustments to maintain readability without disrupting page structure.","intents":["I want to read foreign language websites while keeping the original text visible for reference","I need to compare original phrasing with translations to verify accuracy","I want to learn a language by reading bilingual content side-by-side"],"best_for":["language learners consuming foreign content","researchers reading academic papers in non-native languages","international teams collaborating on multilingual documentation"],"limitations":["Main content detection fails on non-standard page layouts (e.g., single-column blogs with sidebars, JavaScript-heavy SPAs)","Paragraph-level granularity may split sentences incorrectly on pages with unconventional HTML structure","Side-by-side layout requires minimum viewport width (~1200px); mobile experience degrades to stacked layout","Dynamic content loaded after page render (infinite scroll, lazy-loaded sections) may not be translated until manual refresh"],"requires":["Browser: Chrome 90+, Edge 90+, Firefox 88+, Safari 15+","JavaScript enabled","Active internet connection for translation service API calls","At least one translation service API key configured (DeepL, OpenAI, Google, etc.)"],"input_types":["HTML web page content","DOM text nodes","Paragraph-level text blocks"],"output_types":["Rendered HTML with injected translated text","CSS-styled bilingual layout","Modified DOM with translation overlays"],"categories":["text-generation-language","browser-extensions"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"immersive-translate__cap_1","uri":"capability://tool.use.integration.multi.service.translation.orchestration.with.provider.fallback","name":"multi-service translation orchestration with provider fallback","description":"Abstracts translation requests across 20+ backend services (DeepL, OpenAI, Google Translate, Microsoft, Tencent, Claude, Gemini, etc.) through a unified API interface. Routes requests to user-selected primary service, with automatic fallback to secondary services if rate limits or API errors occur. Manages API key configuration, request queuing, and response caching to minimize redundant API calls across the same page content.","intents":["I want to use my preferred translation service (DeepL for quality, ChatGPT for context-aware translation)","I need fallback translation if my primary service hits rate limits","I want to compare translation quality across multiple services without manual switching"],"best_for":["power users with multiple translation service subscriptions","teams requiring high-volume translation with cost optimization","developers integrating translation into workflows with service-agnostic requirements"],"limitations":["API key management UI/UX not documented; unclear how users securely store and rotate credentials","Fallback behavior and service selection algorithm not specified; no control over fallback priority order","Rate limiting per service not documented; no visibility into quota consumption or throttling","Language pair coverage varies by service; extension does not validate language pair support before routing","No cost tracking or billing integration; users cannot monitor API spend across services"],"requires":["API keys for at least one translation service (DeepL, OpenAI, Google Cloud Translation, Microsoft Translator, etc.)","Active internet connection","Browser extension with network access permissions"],"input_types":["Text strings (paragraphs, sentences)","Language pair specifications (source_lang, target_lang)","Service selection preference (primary, secondary, tertiary)"],"output_types":["Translated text strings","Service metadata (provider used, latency, confidence score if available)","Error responses with fallback service indication"],"categories":["tool-use-integration","text-generation-language"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"immersive-translate__cap_10","uri":"capability://safety.moderation.privacy.preserving.translation.with.end.to.end.encryption.and.no.data.retention","name":"privacy-preserving translation with end-to-end encryption and no data retention","description":"Implements privacy-first translation architecture where translation requests are encrypted before transmission to backend services, and translated content is not retained on extension servers or used for model training. Supports optional local-only translation mode (if using local models) to avoid sending content to cloud services. Provides transparency reports on data handling and compliance with GDPR, CCPA, and other privacy regulations.","intents":["I want to translate sensitive documents without exposing content to third-party services","I need compliance with privacy regulations (GDPR, CCPA) for translation workflows","I want to verify that my translations are not used for model training or data collection"],"best_for":["enterprises handling sensitive or confidential content","users in privacy-conscious jurisdictions (EU, California)","teams with strict data governance requirements"],"limitations":["End-to-end encryption method not documented; unclear if client-side or server-side encryption","Local-only translation mode not documented; unclear if supported or planned","Data retention policy claims 'no retention' but no independent audit or verification provided","Transparency reports not publicly available; no documented audit trail","Privacy compliance claims (GDPR, CCPA, APPI) not independently verified","Third-party translation services (OpenAI, Google, etc.) have their own data retention policies that may override extension's privacy settings"],"requires":["Browser extension with encryption support","HTTPS connection to translation services","Optional: local translation model for offline translation (if supported)"],"input_types":["Plaintext content for translation","Encryption keys (if client-side encryption used)","Privacy preference settings"],"output_types":["Encrypted translation requests","Translated content without server-side retention","Privacy compliance reports","Audit logs of data handling"],"categories":["safety-moderation","text-generation-language"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"immersive-translate__cap_11","uri":"capability://planning.reasoning.adaptive.translation.quality.with.confidence.scoring.and.user.feedback","name":"adaptive translation quality with confidence scoring and user feedback","description":"Tracks translation quality metrics (user satisfaction, correction frequency, service performance) and adapts translation service selection based on historical performance. Provides confidence scores for translations (if supported by service) and allows users to flag low-quality translations, which feed back into service selection algorithm. Maintains per-service quality metrics (accuracy, latency, language pair coverage) to optimize future routing decisions.","intents":["I want the extension to learn which translation service works best for my use case","I need to flag poor translations and have the system improve over time","I want visibility into translation quality and confidence scores"],"best_for":["power users with high translation volume and quality requirements","teams using translation for critical workflows (customer communication, legal documents)","users willing to provide feedback to improve system performance"],"limitations":["Quality metrics collection and feedback mechanism not documented; unclear how users flag poor translations","Confidence scoring support depends on translation service; not all services provide confidence scores","Feedback loop latency not specified; unclear how quickly system adapts to user feedback","No documented privacy implications of tracking translation quality and user feedback","Quality metrics may be biased by user preferences rather than objective translation quality","No user-facing dashboard for quality metrics or service performance comparison"],"requires":["Multiple translation services configured for comparison","User feedback mechanism (flagging, rating translations)","Historical data storage for quality metrics","Machine learning or statistical analysis for service selection optimization"],"input_types":["Translation requests with metadata (service, language pair, content type)","User feedback (quality ratings, correction flags)","Translation service performance metrics (latency, error rates)"],"output_types":["Confidence scores for translations","Service quality metrics (accuracy, latency, reliability)","Optimized service selection based on historical performance","User feedback aggregation and analysis"],"categories":["planning-reasoning","text-generation-language"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"immersive-translate__cap_12","uri":"capability://automation.workflow.batch.translation.with.scheduling.and.rate.limit.management","name":"batch translation with scheduling and rate limit management","description":"Supports batch translation of multiple documents or content blocks with automatic scheduling to respect API rate limits and quota constraints. Queues translation requests, distributes them across available translation services, and manages concurrent requests to avoid hitting rate limits. Provides progress tracking, retry logic for failed requests, and estimated completion time. Useful for translating large document collections or bulk content without manual intervention.","intents":["I want to translate a large collection of documents without manually processing each one","I need to respect API rate limits while translating bulk content","I want to schedule translations to run during off-peak hours or overnight"],"best_for":["teams translating large document collections (archives, knowledge bases)","content creators generating multilingual content at scale","developers building translation pipelines with rate limit management"],"limitations":["Batch translation feature not documented in provided materials; unclear if implemented or planned","Rate limit configuration not documented; unclear how users specify limits or service quotas","Scheduling mechanism not documented; unclear if supports time-based scheduling or just queue-based","Retry logic and failure handling not specified; unclear how failed translations are handled","Progress tracking UI not documented; unclear how users monitor batch translation status","Batch translation may require Pro subscription; pricing not documented"],"requires":["Multiple documents or content blocks for translation","Translation service API keys with sufficient quota","Browser extension with background task support","Optional: Pro subscription for batch translation (tier specifics unknown)"],"input_types":["Batch of documents (PDFs, ePubs, text files)","Content blocks or paragraphs","Rate limit configuration (requests per minute, daily quota)","Scheduling preferences (immediate, scheduled, off-peak)"],"output_types":["Translated documents in original format","Batch translation progress report","Completion status and error logs","Estimated completion time"],"categories":["automation-workflow","text-generation-language"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"immersive-translate__cap_13","uri":"capability://data.processing.analysis.smart.content.area.detection.with.ad.navigation.exclusion","name":"smart content area detection with ad/navigation exclusion","description":"Analyzes webpage DOM structure using heuristics (text density, semantic HTML tags, visual layout) to identify main content areas and exclude navigation, advertisements, sidebars, and metadata from translation. Implements machine learning-based content detection (if available) to improve accuracy on complex layouts, with user override capability to manually mark content areas for translation or exclusion.","intents":["Translate only main article content without translating navigation, ads, or sidebars","Reduce API costs by excluding non-content elements from translation","Improve translation quality by focusing on primary content","Handle complex website layouts with multiple content areas"],"best_for":["Users reading news articles, blog posts, or long-form content on complex websites","Cost-conscious users wanting to minimize API usage","Websites with heavy advertising or navigation elements","Users wanting to customize content detection per-site"],"limitations":["Content detection heuristics fail on non-semantic HTML (e.g., single-div layouts, canvas-based rendering)","Machine learning-based detection (if available) requires model training data; accuracy varies with website diversity","User override capability requires manual interaction; not scalable for large numbers of websites","Content detection may incorrectly classify sidebars or related-articles sections as main content","Dynamic content loaded via JavaScript after page load may not be detected (requires DOM monitoring)","Advertisements and sponsored content may be misclassified as main content if they use semantic HTML"],"requires":["DOM analysis capability (JavaScript DOM API)","Text density and semantic HTML analysis","Optional: Machine learning model for content detection (if available)","User override UI for manual content area marking"],"input_types":["Webpage DOM structure","HTML semantic tags (article, main, section, etc.)","Visual layout information (CSS styles, element dimensions)"],"output_types":["Identified main content areas (text nodes, paragraphs)","Excluded elements (navigation, ads, sidebars)","User-marked content areas (if override used)"],"categories":["data-processing-analysis","text-generation-language"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"immersive-translate__cap_2","uri":"capability://data.processing.analysis.pdf.and.ebook.translation.with.layout.preservation.and.ocr","name":"pdf and ebook translation with layout preservation and ocr","description":"Processes PDF, ePub, DOCX, and Markdown files by extracting text content while preserving original formatting, fonts, and page layout. For scanned PDFs without embedded text, applies OCR (Optical Character Recognition) to extract text from images before translation. Exports translated documents in original format with side-by-side bilingual layout or translation-only mode, maintaining column structure, headers, footers, and page breaks.","intents":["I need to translate academic papers while preserving citations and formatting","I want to read foreign language eBooks with translations without losing original layout","I need to translate scanned documents (contracts, forms) that don't have selectable text"],"best_for":["academic researchers reading foreign language papers","legal professionals reviewing multilingual contracts","students translating textbooks and course materials"],"limitations":["OCR accuracy depends on source image quality; low-resolution or handwritten scans may produce garbled translations","Complex layouts (multi-column, tables, sidebars) may not preserve formatting accurately in translated output","Large files (500+ page PDFs) may timeout or consume significant memory during processing","ePub support limited to standard ePub3 format; DRM-protected eBooks cannot be processed","Exported bilingual PDFs may double file size; no compression or optimization applied"],"requires":["File format: PDF, ePub, DOCX, Markdown, TXT, or image-based PDF","File size: typically under 100MB (undocumented limit)","Translation service API key configured","Browser with sufficient memory for document processing"],"input_types":["PDF files (text-based and scanned/image-based)","ePub eBooks","DOCX Word documents","Markdown files","Plain text files","Image files with embedded text"],"output_types":["Translated PDF (bilingual or translation-only)","Translated ePub","Translated DOCX","Exported bilingual document with original formatting"],"categories":["data-processing-analysis","text-generation-language"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"immersive-translate__cap_3","uri":"capability://text.generation.language.video.subtitle.translation.and.extraction.with.platform.specific.integration","name":"video subtitle translation and extraction with platform-specific integration","description":"Extracts subtitle tracks from video platforms (YouTube, Netflix, etc.) by intercepting WebVTT or SRT subtitle APIs, translates subtitle text while preserving timing codes and speaker labels, and re-injects translated subtitles into the video player. Supports both hardcoded subtitles (burned-in text) via OCR and soft subtitles (extracted tracks). Maintains synchronization between original and translated subtitles with optional dual-subtitle display.","intents":["I want to watch YouTube videos in foreign languages with translated subtitles","I need to translate Netflix subtitles for accessibility or learning","I want to compare original and translated subtitles while watching"],"best_for":["language learners using video content for immersion","international viewers accessing region-locked or non-English content","content creators generating multilingual subtitle tracks"],"limitations":["Hardcoded/burned-in subtitles require OCR, which may fail on low-contrast or stylized text","Subtitle timing may drift if translation produces significantly longer/shorter text than original","Platform-specific integration required; YouTube, Netflix, and other platforms have different subtitle APIs and DRM restrictions","Netflix and other DRM-protected platforms may block subtitle extraction due to copyright restrictions","Dual-subtitle display may cause readability issues on mobile or small screens due to space constraints"],"requires":["Video platform with accessible subtitle tracks (YouTube, Vimeo, etc.) or soft subtitles","Browser extension with network access and DOM manipulation permissions","Translation service API key configured","JavaScript enabled on video platform"],"input_types":["WebVTT subtitle format","SRT subtitle format","Video player DOM elements","Hardcoded subtitle images (for OCR)"],"output_types":["Translated WebVTT/SRT subtitle tracks","Re-injected subtitle display in video player","Dual-subtitle overlay (original + translation)","Downloadable subtitle files"],"categories":["text-generation-language","data-processing-analysis"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"immersive-translate__cap_4","uri":"capability://text.generation.language.input.field.translation.with.real.time.context.awareness","name":"input field translation with real-time context awareness","description":"Detects and intercepts text input fields (textarea, input[type=text], contenteditable divs) on web pages, providing real-time translation suggestions as users type. Maintains context awareness by analyzing surrounding page content and form labels to infer intent (e.g., translating a search query vs. a message). Supports both inline translation display (below input field) and side-by-side comparison, with one-click insertion of translated text into the field.","intents":["I want to compose messages or search queries in a foreign language without manually translating","I need to translate text I'm typing into a web form (chat, email, search)","I want to verify my translation before submitting a form"],"best_for":["multilingual users composing messages across language barriers","international teams using web-based collaboration tools (Slack, Google Docs, etc.)","travelers using foreign language websites (booking, shopping, social media)"],"limitations":["Context awareness limited to visible page content; cannot access form metadata or backend validation rules","Real-time translation adds latency (~500ms-2s per keystroke) depending on translation service response time","Some web applications (Gmail, Slack) may have custom input handling that conflicts with extension interception","Autocomplete suggestions may be overwritten or hidden by translation UI","Language detection may fail on mixed-language input or code snippets"],"requires":["Web page with standard HTML input fields or contenteditable elements","Translation service API key configured","Browser extension with DOM manipulation and network access permissions"],"input_types":["Text input from user typing","HTML input elements (text, textarea, contenteditable)","Form context (labels, placeholders, surrounding text)"],"output_types":["Real-time translation suggestions","Inline translation display below input field","Translated text ready for insertion into field","Language detection metadata"],"categories":["text-generation-language","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"immersive-translate__cap_5","uri":"capability://image.visual.image.text.translation.with.inline.ocr.and.visual.replacement","name":"image text translation with inline ocr and visual replacement","description":"Detects images containing text on web pages, applies OCR to extract text, translates extracted text, and overlays or replaces translated text on the original image while preserving visual layout and styling. Supports both static images and dynamically loaded images (lazy-loaded, infinite scroll). Maintains image aspect ratio and text positioning, with optional original text preservation via tooltip or side-by-side display.","intents":["I want to read text in images on foreign language websites without downloading and processing separately","I need to translate infographics, screenshots, and memes with embedded text","I want to understand image captions and labels in foreign languages"],"best_for":["users browsing image-heavy websites (Pinterest, Instagram, Twitter) in foreign languages","researchers analyzing foreign language infographics and charts","travelers reading signs, menus, and labels via screenshots"],"limitations":["OCR accuracy depends on image quality, resolution, and text contrast; low-quality images produce garbled translations","Text positioning and font matching may fail on complex layouts (curved text, overlapping text, artistic fonts)","Handwritten or stylized text often fails OCR; only printed text reliably extracted","Large images or high-volume image pages (Pinterest feeds) may cause performance degradation","Translated text may not fit original text bounding box, requiring font size reduction or text wrapping","Copyright/DRM-protected images may not be processable"],"requires":["Image with embedded text (PNG, JPG, WebP, etc.)","OCR engine (built-in or API-based)","Translation service API key configured","Browser with canvas/image manipulation capabilities"],"input_types":["Image files (PNG, JPG, WebP, GIF)","Image URLs from web pages","Canvas elements with rendered text"],"output_types":["Extracted text from image via OCR","Translated text","Modified image with translated text overlay","Tooltip with original text"],"categories":["image-visual","text-generation-language"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"immersive-translate__cap_6","uri":"capability://text.generation.language.website.specific.optimization.with.pre.configured.translation.rules","name":"website-specific optimization with pre-configured translation rules","description":"Maintains a curated database of website-specific translation rules and optimizations for major platforms (Google, Twitter, Reddit, YouTube, Bloomberg, Wall Street Journal, etc.). Applies custom CSS selectors, content detection heuristics, and layout adjustments tailored to each platform's DOM structure, improving translation accuracy and layout preservation. Rules include main content area detection, navigation element exclusion, and platform-specific formatting (e.g., tweet threading, comment nesting).","intents":["I want accurate translations on my favorite websites without manual configuration","I need translations that respect website-specific layouts (tweets, comments, articles)","I want to exclude navigation and ads from translation to focus on main content"],"best_for":["casual users browsing popular websites in foreign languages","users of niche or specialized websites requiring custom translation rules","teams managing translation for specific platforms at scale"],"limitations":["Pre-configured rules only cover ~10-20 major websites; long tail of websites use generic detection","Website layout changes may break pre-configured rules, requiring manual updates from extension maintainers","Custom rules cannot be user-defined or community-contributed (no documented API for custom rules)","Rules may conflict with website updates or A/B testing, causing inconsistent behavior","No visibility into which rules are applied or ability to override/disable specific rules"],"requires":["Access to extension's rule database (automatically included)","Browser extension with DOM manipulation permissions","Website must be in pre-configured list or use generic detection fallback"],"input_types":["Website URL","DOM structure of target website","CSS selectors for main content area"],"output_types":["Optimized translation with website-specific layout preservation","Excluded elements (navigation, ads, sidebars)","Platform-specific formatting applied"],"categories":["text-generation-language","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"immersive-translate__cap_7","uri":"capability://text.generation.language.hover.triggered.paragraph.level.translation.with.inline.display","name":"hover-triggered paragraph-level translation with inline display","description":"Implements a hover interaction model where moving the mouse over a paragraph triggers translation display below or adjacent to the original text. Uses event delegation to detect hover on paragraph elements, fetches translation for the hovered paragraph, and renders translated text in a styled overlay or inline element. Supports customizable display styles (background color, font size, opacity) and positioning (below, beside, tooltip). Caches translations to avoid redundant API calls on repeated hovers.","intents":["I want to quickly check translations of specific paragraphs without translating the entire page","I need to compare original and translated text for specific sections","I want to learn vocabulary by hovering over paragraphs and seeing translations"],"best_for":["language learners using hover-based learning techniques","users selectively translating portions of pages","researchers comparing original and translated text for specific sections"],"limitations":["Hover interaction requires mouse input; not available on touch-only devices","Paragraph detection may fail on non-standard HTML (divs styled as paragraphs, nested structures)","Translation latency (~500ms-2s) may create noticeable delay between hover and display","Overlay positioning may be obscured by page elements or viewport boundaries","Caching strategy not documented; unclear how long translations are cached or how cache is invalidated"],"requires":["Web page with paragraph elements (p, div, article, etc.)","Mouse input capability","Translation service API key configured","Browser with event listener and DOM manipulation support"],"input_types":["Paragraph-level text blocks","Hover events on DOM elements","Paragraph boundaries (detected via HTML structure)"],"output_types":["Translated paragraph text","Styled overlay or inline display element","Cached translation for repeated hovers"],"categories":["text-generation-language","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"immersive-translate__cap_8","uri":"capability://memory.knowledge.cross.platform.synchronization.with.cloud.backup","name":"cross-platform synchronization with cloud backup","description":"Syncs user preferences, translation history, and custom settings across multiple devices and browsers (Chrome, Firefox, Safari, mobile apps) via cloud backend. Stores user configuration (preferred translation service, display style, website-specific settings) in encrypted cloud storage, enabling seamless experience when switching devices. Maintains translation history for quick re-access and learning purposes, with optional export/import functionality.","intents":["I want my translation preferences to follow me across my laptop, tablet, and phone","I need to access my translation history and saved translations on any device","I want to back up my custom translation rules and settings"],"best_for":["users with multiple devices and browsers","teams sharing translation preferences across organization","power users with extensive custom configurations"],"limitations":["Cloud sync requires user account creation and authentication; no documented account recovery process","Encryption method and key management not documented; unclear if end-to-end encrypted or server-side encrypted","Sync latency not specified; unclear how quickly changes propagate across devices","Data retention policy not documented; unclear how long translation history is retained","No documented data deletion or account closure process","Free tier may have limited cloud storage or sync frequency; Pro tier specifics unknown"],"requires":["User account with Immersive Translate (registration required)","Active internet connection for sync","Browser extension installed on multiple devices","Optional: Pro subscription for unlimited cloud storage (tier specifics unknown)"],"input_types":["User preferences (translation service, display style, language pairs)","Custom website-specific rules","Translation history entries","API key configurations"],"output_types":["Synced preferences across devices","Cloud-backed translation history","Exported settings file (JSON or similar)","Imported settings from backup"],"categories":["memory-knowledge","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"immersive-translate__cap_9","uri":"capability://data.processing.analysis.language.pair.validation.and.coverage.detection","name":"language pair validation and coverage detection","description":"Validates requested language pairs against each translation service's supported language matrix before routing requests. Detects source and target language from user input or page metadata, checks coverage against selected translation service, and either routes to service or falls back to alternative service with broader language support. Provides user feedback on language pair availability and suggests alternative services if primary service doesn't support the pair.","intents":["I want to translate between language pairs that my primary translation service doesn't support","I need to know if a language pair is supported before attempting translation","I want automatic fallback to a service that supports my language pair"],"best_for":["users translating between less common language pairs","teams requiring support for specific language combinations","developers building translation workflows with language pair validation"],"limitations":["Language pair coverage matrix not documented; unclear which services support which pairs","Language detection may fail on mixed-language content or code snippets","Fallback service selection algorithm not specified; no control over fallback priority","No user-facing UI for language pair coverage; validation happens silently in background","Coverage matrix may become stale as translation services add/remove language support"],"requires":["Source and target language specification (auto-detected or user-provided)","Access to translation service language pair coverage data","Multiple translation services configured for fallback"],"input_types":["Source language code (e.g., 'en', 'zh', 'ja')","Target language code","Translation service identifier"],"output_types":["Language pair validation result (supported/unsupported)","Alternative service suggestions","Fallback service routing decision","User notification of language pair availability"],"categories":["data-processing-analysis","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"immersive-translate__headline","uri":"capability://tool.use.integration.bilingual.webpage.translation.extension","name":"bilingual webpage translation extension","description":"An extension that allows users to translate webpages side-by-side in multiple languages, supporting various translation services and formats like PDFs and subtitles, making it easy to read and understand foreign content.","intents":["best bilingual translation extension","bilingual translation for webpages","top tools for translating PDFs","side-by-side translation tool for browsers","best extension for multilingual browsing"],"best_for":[],"limitations":[],"requires":[],"input_types":[],"output_types":[],"categories":["tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":57,"verified":false,"data_access_risk":"high","permissions":["Browser: Chrome 90+, Edge 90+, Firefox 88+, Safari 15+","JavaScript enabled","Active internet connection for translation service API calls","At least one translation service API key configured (DeepL, OpenAI, Google, etc.)","API keys for at least one translation service (DeepL, OpenAI, Google Cloud Translation, Microsoft Translator, etc.)","Active internet connection","Browser extension with network access permissions","Browser extension with encryption support","HTTPS connection to translation services","Optional: local translation model for offline translation (if supported)"],"failure_modes":["Main content detection fails on non-standard page layouts (e.g., single-column blogs with sidebars, JavaScript-heavy SPAs)","Paragraph-level granularity may split sentences incorrectly on pages with unconventional HTML structure","Side-by-side layout requires minimum viewport width (~1200px); mobile experience degrades to stacked layout","Dynamic content loaded after page render (infinite scroll, lazy-loaded sections) may not be translated until manual refresh","API key management UI/UX not documented; unclear how users securely store and rotate credentials","Fallback behavior and service selection algorithm not specified; no control over fallback priority order","Rate limiting per service not documented; no visibility into quota consumption or throttling","Language pair coverage varies by service; extension does not validate language pair support before routing","No cost tracking or billing integration; users cannot monitor API spend across services","End-to-end encryption method not documented; unclear if client-side or server-side encryption","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.7,"quality":0.9,"ecosystem":0.15000000000000002,"match_graph":0.25,"freshness":0.75,"weights":{"adoption":0.25,"quality":0.25,"ecosystem":0.15,"match_graph":0.23,"freshness":0.12}},"observed_outcomes":{"matches":0,"success_rate":0,"avg_confidence":0,"top_intents":[],"last_matched_at":null},"maintenance":{"status":"active","updated_at":"2026-05-24T12:16:23.327Z","last_scraped_at":null,"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=immersive-translate","compare_url":"https://unfragile.ai/compare?artifact=immersive-translate"}},"signature":"rgIHV6wU29HZ3BjKwzLvTzIjrqjZ6/Y7mvFeKOjE9rysnjM+5Vb2iTuZYIBLyXZJvA+mVVeOuzJGOYZkZd1hBw==","signedAt":"2026-06-21T03:47:10.989Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/immersive-translate","artifact":"https://unfragile.ai/immersive-translate","verify":"https://unfragile.ai/api/v1/verify?slug=immersive-translate","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"}}