{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"tool_smodin","slug":"smodin","name":"Smodin","type":"product","url":"https://smodin.io","page_url":"https://unfragile.ai/smodin","categories":["text-writing"],"tags":[],"pricing":{"model":"freemium","free":true,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"tool_smodin__cap_0","uri":"capability://text.generation.language.multilingual.ai.content.generation.with.language.specific.models","name":"multilingual ai content generation with language-specific models","description":"Generates original written content across 100+ languages using language-specific neural models that adapt tone, grammar, and cultural context to target language conventions. The system routes requests through language-detection preprocessing and applies locale-aware prompt engineering to maintain semantic consistency across language families, rather than relying on translation-based approaches that degrade quality in non-English languages.","intents":["Generate essays, articles, or homework assignments in languages beyond English without quality degradation","Create multilingual marketing copy that reads naturally in each target language, not as translated English","Produce academic content for non-English speaking students in their native language with proper academic tone"],"best_for":["International students and non-native English speakers needing native-quality writing assistance","Content creators targeting global audiences who need localized copy generation","Academic institutions serving multilingual student populations"],"limitations":["Quality varies significantly across languages — well-resourced languages (Spanish, French, German) produce better output than low-resource languages (Tagalog, Vietnamese)","Cultural context and idiom handling is inconsistent; generated content may miss regional nuances or colloquialisms","No fine-tuning per user or domain — all outputs use generic language models without specialization"],"requires":["Internet connection for cloud-based model inference","Language selection or auto-detection capability in UI","No local API key required for basic tier"],"input_types":["text prompts describing desired content","topic or keyword input","target language specification"],"output_types":["generated text in specified language","structured essay/article with sections"],"categories":["text-generation-language","multilingual-support"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_smodin__cap_1","uri":"capability://text.generation.language.real.time.paraphrasing.with.style.and.tone.preservation","name":"real-time paraphrasing with style and tone preservation","description":"Rewrites input text while maintaining semantic meaning, original tone, and structural intent using sequence-to-sequence transformer models with style-aware loss functions. The system preserves citation markers, technical terminology, and academic voice through constraint-based decoding that prevents over-simplification or tone drift, enabling students to rephrase content without losing academic rigor or authenticity.","intents":["Rephrase sentences or paragraphs to improve clarity while maintaining original meaning and academic tone","Quickly rewrite content to avoid plagiarism detection while preserving the core argument","Adapt writing style (formal to casual or vice versa) without changing the underlying message"],"best_for":["Students needing to paraphrase sources for essays while maintaining academic integrity","Content creators repurposing existing material across different platforms or audiences","Non-native English speakers improving sentence structure without losing their intended meaning"],"limitations":["Paraphrasing is often superficial — swaps synonyms and reorders clauses without deep semantic restructuring, making it detectable by sophisticated plagiarism tools","Tone preservation is inconsistent; technical or highly specialized content may lose precision","No context awareness across multiple paragraphs — each paraphrase is isolated, potentially creating inconsistency in longer documents"],"requires":["Text input between 10-5000 characters","Internet connection for model inference","No authentication required for free tier"],"input_types":["plain text","text with markdown formatting","academic citations (preserved as-is)"],"output_types":["paraphrased text","alternative phrasings (multiple options)"],"categories":["text-generation-language","content-transformation"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_smodin__cap_2","uri":"capability://safety.moderation.integrated.plagiarism.detection.with.real.time.scanning","name":"integrated plagiarism detection with real-time scanning","description":"Scans submitted text against a proprietary database of academic papers, web content, and previously submitted student work using fingerprinting and semantic similarity matching. The system performs real-time detection as users write (via background scanning) and provides detailed match reports showing which sections overlap with existing sources, though the detection engine is less comprehensive than dedicated tools like Turnitin that index more sources and use more sophisticated paraphrase detection.","intents":["Check essays or assignments for plagiarism before submission to avoid academic penalties","Identify which sections of a document match existing sources and need citation or rewriting","Monitor student submissions in bulk for plagiarism without requiring separate tool integration"],"best_for":["Students self-checking work before submission to avoid plagiarism accusations","Educators needing basic plagiarism detection without Turnitin's cost and complexity","Content creators verifying original work before publication"],"limitations":["Database coverage is narrower than Turnitin — may miss matches in specialized academic journals, paywalled content, or regional publications","Paraphrase detection is limited; sophisticated rewording that changes sentence structure but preserves meaning often goes undetected","No integration with institutional plagiarism policies or LMS systems — results are standalone, not embedded in academic workflows","False positive rates on common phrases and standard academic language are higher than dedicated tools"],"requires":["Internet connection for database queries","Text input between 50-50000 words","No special authentication for basic free-tier scanning"],"input_types":["plain text","pasted document content","file upload (limited formats)"],"output_types":["plagiarism percentage score","detailed match report with source citations","highlighted sections showing matched content"],"categories":["safety-moderation","content-analysis"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_smodin__cap_3","uri":"capability://text.generation.language.citation.generation.and.formatting.across.multiple.styles","name":"citation generation and formatting across multiple styles","description":"Automatically generates properly formatted citations from minimal input (author, title, publication) and converts between citation styles (APA, MLA, Chicago, Harvard) using rule-based formatting engines that apply style-specific punctuation, capitalization, and ordering conventions. The system maintains a citation database and can extract metadata from URLs or DOIs, though it lacks deep integration with academic databases and may produce incorrect citations for edge cases like edited collections or conference proceedings.","intents":["Quickly generate citations in required format without manual lookup of style rules","Convert citations between different styles when switching between assignments or publications","Create bibliographies automatically from a list of sources without manual formatting"],"best_for":["Students writing academic papers who need fast citation generation without memorizing style rules","Non-native English speakers unfamiliar with English academic citation conventions","Content creators managing sources across multiple publications with different citation requirements"],"limitations":["Citation accuracy is inconsistent for complex sources — edited collections, conference proceedings, and non-standard publications often produce incorrect formatting","No integration with academic databases (PubMed, JSTOR, Google Scholar) — requires manual metadata entry or URL input","Limited to common citation styles; specialized formats (IEEE, Vancouver) may not be supported","No automatic detection of citation errors or missing required fields"],"requires":["Minimal source metadata (author, title, year) or URL/DOI","Selection of target citation style","No API key or authentication required"],"input_types":["manual metadata entry (author, title, publication, year)","URL or DOI input for automatic metadata extraction","plain text source information"],"output_types":["formatted citation in selected style","complete bibliography","citation in multiple formats"],"categories":["text-generation-language","data-processing-analysis"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_smodin__cap_4","uri":"capability://text.generation.language.grammar.and.style.checking.with.language.specific.rules","name":"grammar and style checking with language-specific rules","description":"Analyzes text for grammatical errors, style inconsistencies, and readability issues using rule-based grammar engines combined with neural language models that detect context-dependent errors (subject-verb agreement, article usage, tense consistency). The system applies language-specific grammar rules (e.g., German case agreement, Spanish subjunctive mood) and provides suggestions for improvement, though it lacks deep semantic understanding and may miss errors in complex sentences or specialized domains.","intents":["Identify and fix grammatical errors in essays or assignments before submission","Improve sentence clarity and readability by detecting awkward phrasing or redundancy","Check writing in non-English languages for grammar and style issues"],"best_for":["Non-native English speakers needing grammar assistance to improve academic writing","Students writing in multiple languages who need language-specific grammar checking","Content creators ensuring professional quality before publication"],"limitations":["Semantic understanding is limited — may miss errors that require understanding the full document context or domain knowledge","Language-specific rule coverage varies; less common languages have fewer grammar rules implemented","Suggestions are sometimes overly prescriptive or incorrect for stylistic choices that violate rules but are intentional","No understanding of academic discipline-specific conventions (e.g., passive voice is standard in scientific writing but flagged as poor style)"],"requires":["Text input in supported language","Language selection or auto-detection","No authentication required for basic tier"],"input_types":["plain text","text with formatting","pasted document content"],"output_types":["error annotations with explanations","suggested corrections","readability score"],"categories":["text-generation-language","safety-moderation"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_smodin__cap_5","uri":"capability://text.generation.language.essay.and.article.outline.generation.from.prompts","name":"essay and article outline generation from prompts","description":"Generates structured outlines for essays, research papers, and articles from a topic or prompt using hierarchical text generation that produces section headers, subsection points, and key arguments in a logical flow. The system uses prompt engineering to structure outputs with proper hierarchy (introduction, body sections, conclusion) and can adapt outline complexity based on essay length or academic level, though outlines are generic and require significant customization for specific arguments or novel research angles.","intents":["Quickly generate essay structure to overcome writer's block and organize thoughts","Create research paper outlines with standard academic sections before writing","Develop article structure for content creators planning longer-form pieces"],"best_for":["Students struggling with essay organization who need structural templates","Non-native English speakers unfamiliar with English academic essay structure","Content creators planning longer articles or research pieces"],"limitations":["Outlines are generic and formulaic — follow standard academic templates without novel organization or unique argument structure","No research integration — outlines don't incorporate specific sources or data, requiring manual research and customization","Limited customization for specific academic disciplines or argument types","Outlines often lack depth in subsection points, requiring significant expansion during actual writing"],"requires":["Topic or essay prompt input","Optional: essay length, academic level, or discipline specification","No authentication required"],"input_types":["essay topic or prompt","keyword or subject area","optional parameters (length, level, discipline)"],"output_types":["hierarchical outline with sections and subsections","outline with key points under each section","outline in text or structured format"],"categories":["text-generation-language","planning-reasoning"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_smodin__cap_6","uri":"capability://automation.workflow.batch.content.generation.and.processing","name":"batch content generation and processing","description":"Processes multiple writing requests in sequence or parallel, enabling users to generate multiple essays, paraphrases, or citations without individual API calls. The system queues requests and applies consistent settings (language, style, tone) across batch operations, reducing per-request overhead and enabling bulk content creation for content creators or educators managing multiple assignments, though batch processing adds latency and may produce inconsistent quality across large batches.","intents":["Generate multiple essay outlines or full essays for different topics in a single operation","Paraphrase multiple paragraphs or documents simultaneously without individual requests","Create citations for entire reading lists without manual entry for each source"],"best_for":["Content creators producing bulk content for multiple topics or platforms","Educators preparing sample essays or assignment materials","Researchers paraphrasing large numbers of sources for literature reviews"],"limitations":["Batch processing may introduce latency — requests are queued and processed sequentially or with limited parallelism","Quality consistency across batches is lower than individual requests — later items in large batches may have degraded output","No progress tracking or cancellation mid-batch — users must wait for entire batch completion","Limited error handling — if one request fails, entire batch may be affected"],"requires":["Multiple inputs (topics, text, sources) in supported format","Batch size limits (typically 10-100 items depending on tier)","Sufficient API quota or credits for batch processing"],"input_types":["CSV or JSON with multiple items","list of topics or prompts","multiple text passages for paraphrasing"],"output_types":["batch results in CSV or JSON format","downloadable file with all outputs","individual results per input item"],"categories":["automation-workflow","data-processing-analysis"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_smodin__cap_7","uri":"capability://data.processing.analysis.document.upload.and.multi.format.support","name":"document upload and multi-format support","description":"Accepts written content in multiple file formats (PDF, DOCX, TXT, Google Docs links) and extracts text for processing through plagiarism detection, paraphrasing, or grammar checking. The system handles format conversion and text extraction using document parsing libraries, preserving formatting metadata where possible, though complex layouts (multi-column documents, tables, images with text) may be parsed incorrectly or lose structural information.","intents":["Upload completed essays or documents for plagiarism checking without manual copy-paste","Process documents from different sources (Word, Google Docs, PDF) in a single workflow","Maintain document structure and formatting while applying writing assistance features"],"best_for":["Students submitting completed assignments for plagiarism checking","Educators bulk-uploading student submissions for analysis","Users working across multiple document platforms (Google Docs, Microsoft Office, etc.)"],"limitations":["Complex document layouts (multi-column, tables, embedded images) are often parsed incorrectly or lose structural information","Formatting is not preserved in output — results are plain text without original document styling","File size limits restrict processing of very large documents (typically 10-50 MB)","Scanned PDFs or image-based documents cannot be processed without OCR, which may not be available"],"requires":["Supported file format (PDF, DOCX, TXT, or Google Docs link)","File size under platform limits","Internet connection for upload and processing"],"input_types":["PDF files","Microsoft Word documents (DOCX)","plain text files (TXT)","Google Docs links","direct paste from clipboard"],"output_types":["extracted plain text","plagiarism report with source matches","paraphrased text","grammar and style feedback"],"categories":["data-processing-analysis","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":40,"verified":false,"data_access_risk":"high","permissions":["Internet connection for cloud-based model inference","Language selection or auto-detection capability in UI","No local API key required for basic tier","Text input between 10-5000 characters","Internet connection for model inference","No authentication required for free tier","Internet connection for database queries","Text input between 50-50000 words","No special authentication for basic free-tier scanning","Minimal source metadata (author, title, year) or URL/DOI"],"failure_modes":["Quality varies significantly across languages — well-resourced languages (Spanish, French, German) produce better output than low-resource languages (Tagalog, Vietnamese)","Cultural context and idiom handling is inconsistent; generated content may miss regional nuances or colloquialisms","No fine-tuning per user or domain — all outputs use generic language models without specialization","Paraphrasing is often superficial — swaps synonyms and reorders clauses without deep semantic restructuring, making it detectable by sophisticated plagiarism tools","Tone preservation is inconsistent; technical or highly specialized content may lose precision","No context awareness across multiple paragraphs — each paraphrase is isolated, potentially creating inconsistency in longer documents","Database coverage is narrower than Turnitin — may miss matches in specialized academic journals, paywalled content, or regional publications","Paraphrase detection is limited; sophisticated rewording that changes sentence structure but preserves meaning often goes undetected","No integration with institutional plagiarism policies or LMS systems — results are standalone, not embedded in academic workflows","False positive rates on common phrases and standard academic language are higher than dedicated tools","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.31666666666666665,"quality":0.67,"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":"2026-05-24T12:16:33.096Z","last_scraped_at":"2026-04-05T13:23:42.559Z","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=smodin","compare_url":"https://unfragile.ai/compare?artifact=smodin"}},"signature":"d3nwsxM00hnkM1dkYYjF4uzQAVAeIWQIql3dHw67i/y+Am765DAz+H/+968Mxpi9fpxiJv+2MBH2ALkTeBFrCw==","signedAt":"2026-06-23T08:18:26.160Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/smodin","artifact":"https://unfragile.ai/smodin","verify":"https://unfragile.ai/api/v1/verify?slug=smodin","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"}}