{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"tool_ginger","slug":"ginger","name":"Ginger","type":"product","url":"https://www.gingersoftware.com","page_url":"https://unfragile.ai/ginger","categories":["text-writing"],"tags":[],"pricing":{"model":"freemium","free":true,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"tool_ginger__cap_0","uri":"capability://text.generation.language.real.time.contextual.grammar.detection.and.correction","name":"real-time contextual grammar detection and correction","description":"Analyzes text as it's being typed using a proprietary grammar engine that identifies grammatical errors across sentence structure, subject-verb agreement, tense consistency, and punctuation. The system processes input incrementally without requiring full document submission, enabling sub-second feedback loops. Corrections are ranked by confidence score and presented with explanatory tooltips that educate users on the grammatical rule being violated.","intents":["I need to catch grammar mistakes as I write without interrupting my flow","I want to understand WHY something is grammatically incorrect, not just be told it's wrong","I'm writing in a browser or email client and need instant feedback on my drafts"],"best_for":["Non-native English speakers learning grammar rules through correction feedback","Professional writers who need reliable grammar checking across multiple platforms","Teams with budget constraints who need core grammar functionality without enterprise features"],"limitations":["Context-dependent errors in complex sentence structures are occasionally missed compared to Grammarly's neural approach","No semantic understanding of domain-specific terminology — may flag technical jargon as incorrect","Performance degrades on documents >10,000 words due to incremental processing overhead","Cannot distinguish between intentional stylistic choices and actual errors (e.g., sentence fragments used for emphasis)"],"requires":["Browser with JavaScript enabled (Chrome 90+, Safari 14+, Edge 90+)","Active internet connection for real-time grammar rule database access","Minimum 50MB free memory for extension operation"],"input_types":["plain text","HTML-formatted text from web forms","email composition fields"],"output_types":["corrected text with inline highlighting","structured error objects with rule ID and confidence score","explanatory tooltips with grammatical rule references"],"categories":["text-generation-language","safety-moderation"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_ginger__cap_1","uri":"capability://text.generation.language.sentence.rephrasing.with.semantic.preservation","name":"sentence rephrasing with semantic preservation","description":"Generates alternative phrasings of sentences that maintain semantic meaning while improving clarity, conciseness, or stylistic variety. The system uses a combination of template-based transformations and neural ranking to suggest rewrites that preserve the original intent. Multiple rephrasing options are ranked by relevance and presented with before/after comparison, allowing users to choose alternatives that best fit their tone and audience.","intents":["I want to rephrase a sentence to sound more professional or conversational","I need multiple ways to say the same thing to improve sentence variety in my writing","I'm struggling with how to express an idea more clearly and need creative alternatives"],"best_for":["Non-native English speakers seeking natural-sounding alternatives to their phrasing","Content creators and copywriters who need rapid iteration on sentence-level variations","Academic and business writers improving clarity without changing meaning"],"limitations":["Rephrasing suggestions are surface-level stylistic variations rather than deep semantic transformations","May not preserve nuanced tone or emotional intent in highly context-dependent sentences","Limited to English and major European languages; quality degrades for less-resourced languages","Cannot handle domain-specific terminology well — may produce awkward rewrites for technical or specialized vocabulary"],"requires":["Active Ginger account (free tier includes limited rephrasing suggestions)","Internet connection for cloud-based rephrasing API","Text selection capability in the application interface"],"input_types":["single sentence","multi-sentence paragraph","selected text from any input field"],"output_types":["array of 3-5 alternative phrasings ranked by relevance","before/after comparison view","one-click replacement into original text"],"categories":["text-generation-language"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_ginger__cap_2","uri":"capability://text.generation.language.multilingual.grammar.and.style.checking.across.40.languages","name":"multilingual grammar and style checking across 40+ languages","description":"Extends grammar detection and correction capabilities to 40+ languages including Spanish, French, German, Portuguese, Russian, Chinese, Japanese, and others. Each language uses language-specific grammar rules, morphological analysis, and tokenization patterns. The system automatically detects the input language and applies the appropriate rule set, with fallback to English if detection fails. Language-specific UI localization ensures users see explanations and suggestions in their native language.","intents":["I'm writing in multiple languages and need consistent grammar checking across all of them","I need to check grammar in a non-English language without switching tools","I'm a polyglot team member and want one tool that handles my language mix"],"best_for":["International teams and remote workers writing in multiple languages","Non-native English speakers who also write in their native language","Global companies with multilingual customer-facing content"],"limitations":["Grammar detection quality varies significantly by language — major languages (Spanish, French, German) are highly accurate, but less-resourced languages have lower precision","Language detection can fail on code-mixed text (e.g., English words in Spanish sentences), requiring manual language selection","Rephrasing suggestions are only available for English and top 10 languages; other languages get grammar-only checking","No support for right-to-left languages (Arabic, Hebrew) or complex scripts (Thai, Khmer) with full feature parity"],"requires":["Ginger account with multilingual support enabled (premium feature)","Internet connection for language-specific rule database access","Browser or application that supports Unicode text input"],"input_types":["text in any of 40+ supported languages","code-mixed text (with reduced accuracy)","language-tagged text (for manual language specification)"],"output_types":["language-specific grammar corrections","localized explanations in the detected language","language-specific style suggestions"],"categories":["text-generation-language"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_ginger__cap_3","uri":"capability://tool.use.integration.cross.platform.browser.extension.with.minimal.performance.overhead","name":"cross-platform browser extension with minimal performance overhead","description":"Deploys as lightweight browser extensions for Chrome, Safari, and Edge that inject grammar checking and rephrasing capabilities into web forms, email clients, and text editors without requiring page reloads or user authentication per session. The extension uses content scripts to detect editable text fields, applies grammar analysis in a background worker thread to avoid blocking UI, and communicates results via message passing. Performance is optimized through debouncing (analysis triggers 500ms after typing stops) and caching of grammar rule databases locally.","intents":["I want grammar checking in Gmail, Google Docs, and web forms without installing separate tools","I need Ginger to work seamlessly across all my writing platforms without slowing down my browser","I want to enable/disable grammar checking per-site without managing multiple extensions"],"best_for":["Users who write across multiple web platforms and want unified grammar checking","Teams using cloud-based writing tools (Google Workspace, Microsoft 365) who need browser-level integration","Users with limited system resources who need lightweight grammar checking without desktop app overhead"],"limitations":["Cannot access text in iframes or shadow DOM elements used by some modern web applications","Performance degrades on pages with >100 editable text fields due to content script overhead","Extension permissions required for all sites may trigger browser security warnings","Sync delays of 2-5 seconds between browser and mobile app due to lack of native mobile integration","No offline mode — all grammar checking requires internet connection to cloud rule database"],"requires":["Chrome 90+, Safari 14+, or Edge 90+","Extension installation from official browser store","Ginger account (free or premium)","Active internet connection"],"input_types":["HTML form text fields","contenteditable divs","email composition fields","rich text editors (with limited support)"],"output_types":["inline highlighting of errors in red/orange","popup suggestions on hover or click","one-click correction replacement"],"categories":["tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_ginger__cap_4","uri":"capability://text.generation.language.tone.detection.and.writing.style.analysis","name":"tone detection and writing style analysis","description":"Analyzes written text to identify the detected tone (formal, casual, confident, uncertain, etc.) and provides surface-level style suggestions to adjust tone or clarity. The system uses keyword matching, sentence structure analysis, and punctuation patterns to classify tone rather than deep semantic understanding. Suggestions are presented as optional improvements (e.g., 'This sounds uncertain — consider removing hedging language') without enforcing changes, allowing writers to maintain intentional stylistic choices.","intents":["I want to know if my email sounds too formal or too casual for my audience","I need to adjust the tone of my writing to match my brand voice","I want feedback on whether my writing sounds confident or uncertain"],"best_for":["Business writers and professionals adjusting tone for different audiences","Content creators maintaining consistent brand voice across multiple pieces","Non-native speakers learning appropriate tone conventions for English writing"],"limitations":["Tone detection is surface-level and based on keyword/pattern matching rather than semantic understanding — misses subtle tone shifts","Cannot distinguish between intentional stylistic choices and tone mismatches (e.g., sarcasm, irony)","Style suggestions are generic and don't account for domain-specific conventions (academic vs. marketing vs. technical writing)","No plagiarism detection, readability scoring, or comprehensive writing analytics like Grammarly Premium offers","Tone analysis only available in English; other languages get grammar-only checking"],"requires":["Ginger premium account (tone analysis is premium-only feature)","Minimum 50-word text sample for reliable tone detection","Internet connection for tone classification API"],"input_types":["full document or paragraph","email draft","social media post"],"output_types":["detected tone classification (formal/casual/confident/uncertain/etc.)","tone adjustment suggestions","confidence score for tone detection"],"categories":["text-generation-language"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_ginger__cap_5","uri":"capability://tool.use.integration.freemium.account.management.with.feature.gating","name":"freemium account management with feature gating","description":"Implements a two-tier subscription model where free users access core grammar checking and basic rephrasing, while premium subscribers ($12/month) unlock advanced rephrasing options, tone detection, multilingual support, and priority cloud processing. Account state is managed via cloud backend with local caching in browser extension, enabling offline access to cached grammar rules while requiring authentication for premium features. Feature gating is enforced both client-side (UI hiding) and server-side (API validation) to prevent unauthorized access.","intents":["I want to try Ginger's grammar checking for free before committing to a paid plan","I need premium features like tone detection and multilingual support for my professional writing","I want to manage my Ginger subscription and see what features I have access to"],"best_for":["Budget-conscious writers who need core grammar functionality without enterprise features","Professionals who want to upgrade selectively to premium features as needed","Teams evaluating Ginger before committing to organization-wide deployment"],"limitations":["Free tier has limited rephrasing suggestions (1-2 options vs. 3-5 for premium)","Tone detection and multilingual support are premium-only, limiting free tier usefulness for non-English writers","No team/organization management features — each user requires individual account","No offline mode for premium features; all premium functionality requires active internet and valid subscription","Free tier has lower priority in cloud processing queue, resulting in 1-2 second delays vs. <500ms for premium"],"requires":["Email address for account creation","Valid payment method for premium subscription (credit card)","Active internet connection for account verification"],"input_types":["email address","password","payment information (for premium)"],"output_types":["account dashboard with feature access status","subscription management interface","feature unlock notifications"],"categories":["tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_ginger__cap_6","uri":"capability://tool.use.integration.real.time.synchronization.across.browser.extension.and.mobile.app","name":"real-time synchronization across browser extension and mobile app","description":"Maintains user settings, correction history, and writing preferences in sync between browser extension and mobile app through cloud backend. Synchronization uses eventual consistency model with periodic polling (every 30 seconds) rather than real-time WebSocket, resulting in 2-5 second sync delays. Mobile app provides limited editing capabilities compared to desktop (no rephrasing suggestions, tone detection only in premium), with offline queuing of corrections that sync when connection is restored.","intents":["I want my grammar checking settings to be consistent across my phone and computer","I'm writing on my phone and want my corrections to appear on my desktop later","I need to access my writing history and settings from any device"],"best_for":["Mobile-first writers who switch between phone and desktop frequently","Users who want unified writing experience across devices","Teams with BYOD policies who need device-agnostic grammar checking"],"limitations":["Sync delays of 2-5 seconds mean corrections made on phone may not appear on desktop immediately","Mobile app has significantly reduced feature set — no rephrasing suggestions, limited tone detection","Offline sync queuing can cause conflicts if user edits same document on multiple devices simultaneously","No real-time collaboration features — designed for individual user sync, not team editing","Mobile app performance lags on older devices (iOS 12, Android 8) due to limited optimization"],"requires":["Ginger account with cloud sync enabled","Active internet connection for sync (offline queuing available)","iOS 12+ or Android 8+ for mobile app","Minimum 100MB free storage on mobile device"],"input_types":["user settings and preferences","correction history","writing drafts"],"output_types":["synchronized settings across devices","correction history accessible from any device","offline queue status and sync confirmation"],"categories":["tool-use-integration","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_ginger__cap_7","uri":"capability://memory.knowledge.personalized.correction.history.and.learning.insights","name":"personalized correction history and learning insights","description":"Tracks all corrections made by the user over time and provides aggregated insights into common error patterns (e.g., 'You frequently confuse their/there/they're'). The system stores correction metadata (error type, context, timestamp) in user's cloud account and generates weekly/monthly reports showing improvement trends. Learning insights are presented as optional educational content to help users internalize grammar rules rather than just accepting corrections passively.","intents":["I want to see what grammar mistakes I make most frequently so I can focus on improving them","I want to track my writing improvement over time and see if I'm making fewer mistakes","I want to learn from my corrections instead of just accepting them automatically"],"best_for":["Non-native English speakers using Ginger as a learning tool, not just a correction tool","Students and educators tracking writing improvement over a semester or year","Professional writers who want to identify and eliminate their personal writing tics"],"limitations":["Learning insights are based on frequency analysis only — no deep semantic understanding of why errors occur","Reports are generated weekly/monthly, not real-time, limiting immediate feedback value","Privacy concerns with storing full correction history in cloud — users must trust Ginger's data handling","Insights are generic (e.g., 'You use passive voice 40% of the time') without context-specific recommendations","No integration with learning management systems (LMS) for classroom use"],"requires":["Ginger account with cloud storage enabled","Minimum 2 weeks of correction history for meaningful insights","Active internet connection to access reports"],"input_types":["correction history metadata","user writing samples"],"output_types":["weekly/monthly correction reports","error pattern analysis","improvement trend charts","personalized learning recommendations"],"categories":["memory-knowledge","data-processing-analysis"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":41,"verified":false,"data_access_risk":"high","permissions":["Browser with JavaScript enabled (Chrome 90+, Safari 14+, Edge 90+)","Active internet connection for real-time grammar rule database access","Minimum 50MB free memory for extension operation","Active Ginger account (free tier includes limited rephrasing suggestions)","Internet connection for cloud-based rephrasing API","Text selection capability in the application interface","Ginger account with multilingual support enabled (premium feature)","Internet connection for language-specific rule database access","Browser or application that supports Unicode text input","Chrome 90+, Safari 14+, or Edge 90+"],"failure_modes":["Context-dependent errors in complex sentence structures are occasionally missed compared to Grammarly's neural approach","No semantic understanding of domain-specific terminology — may flag technical jargon as incorrect","Performance degrades on documents >10,000 words due to incremental processing overhead","Cannot distinguish between intentional stylistic choices and actual errors (e.g., sentence fragments used for emphasis)","Rephrasing suggestions are surface-level stylistic variations rather than deep semantic transformations","May not preserve nuanced tone or emotional intent in highly context-dependent sentences","Limited to English and major European languages; quality degrades for less-resourced languages","Cannot handle domain-specific terminology well — may produce awkward rewrites for technical or specialized vocabulary","Grammar detection quality varies significantly by language — major languages (Spanish, French, German) are highly accurate, but less-resourced languages have lower precision","Language detection can fail on code-mixed text (e.g., English words in Spanish sentences), requiring manual language selection","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.36666666666666664,"quality":0.7300000000000001,"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":"2026-05-24T12:16:30.892Z","last_scraped_at":"2026-04-05T13:23:42.552Z","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=ginger","compare_url":"https://unfragile.ai/compare?artifact=ginger"}},"signature":"GbOFScdt/7gYfqF5cFVY2pl65MA2F5n/wrK3b9GTvROgxv/BCyvsi8jGQQBJ9mPnjLt/tuwSSnC5CcKzm262AQ==","signedAt":"2026-06-21T06:12:48.899Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/ginger","artifact":"https://unfragile.ai/ginger","verify":"https://unfragile.ai/api/v1/verify?slug=ginger","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"}}