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Operates on variable-length text inputs from single sentences to multi-paragraph documents, with configurable intensity levels for conservative vs. aggressive rewrites.","intents":["I need to rephrase my research findings to avoid accidental self-plagiarism while keeping the same meaning","I want to simplify complex academic writing into more accessible language for a general audience","I need to quickly generate alternative versions of content for A/B testing or multiple submissions","I want to rewrite text to match a different tone or formality level without changing the core message"],"best_for":["Graduate students and researchers managing multiple paper submissions","Content creators producing variations for different platforms or audiences","Non-native English speakers refining academic or professional writing","HR professionals rewriting job descriptions or policy documents"],"limitations":["Paraphrasing quality degrades on highly technical or domain-specific jargon without explicit context","Cannot preserve exact numerical data, citations, or specialized terminology without manual review","Produces awkward phrasing on complex nested sentences requiring post-processing refinement","No guarantee of semantic equivalence on abstract or philosophical content","Batch processing limited to document-level operations; no fine-grained sentence-level control in free tier"],"requires":["Active internet connection for cloud-based inference","Text input between 10-50,000 characters per request","Account creation (free tier available)","Modern web browser with JavaScript enabled"],"input_types":["plain text","copy-pasted content","document uploads (PDF, DOCX, TXT)"],"output_types":["paraphrased plain text","downloadable document (DOCX, PDF)","side-by-side comparison view"],"categories":["text-generation-language","content-rewriting"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_aithor__cap_1","uri":"capability://safety.moderation.plagiarism.detection.via.cross.reference.matching","name":"plagiarism detection via cross-reference matching","description":"Scans submitted text against a distributed database of academic papers, published content, and web sources using fingerprinting and semantic similarity algorithms. Identifies matching passages, calculates plagiarism percentage, and generates detailed reports highlighting flagged sections with source attribution. Operates asynchronously on documents up to specified size limits with configurable sensitivity thresholds.","intents":["I need to verify that my research paper is original before submitting to a journal or institution","I want to screen job applicants' resumes and cover letters for copied content","I need to check if student submissions contain plagiarized material before grading","I want to identify which sources my content is being compared against to understand false positives"],"best_for":["Individual researchers and graduate students verifying originality before submission","HR departments screening candidates for integrity during hiring","Educators checking student work without institutional Turnitin licenses","Content creators ensuring their work isn't duplicated across platforms"],"limitations":["Detection accuracy not independently verified against institutional standards like Turnitin or iThenticate","Database coverage limited to publicly indexed sources; cannot detect plagiarism in paywalled journals or private documents","False positive rate on common phrases, boilerplate text, and standard academic language not publicly disclosed","No real-time updates to source database; detection lags behind newly published content by days or weeks","Free tier limited to basic percentage reporting; detailed source matching requires paid subscription","Cannot detect paraphrased plagiarism or structural copying without verbatim text overlap"],"requires":["Active internet connection for database queries","Document size under 50,000 words (varies by tier)","Account creation with email verification","Processing time of 30 seconds to 5 minutes depending on document length and server load"],"input_types":["plain text","document uploads (PDF, DOCX, TXT)","copy-pasted content","URLs for web page scanning"],"output_types":["plagiarism percentage score","highlighted matching passages with source links","detailed report (PDF, HTML)","source attribution list"],"categories":["safety-moderation","data-processing-analysis"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_aithor__cap_2","uri":"capability://automation.workflow.integrated.content.verification.workflow.with.iterative.refinement","name":"integrated content verification workflow with iterative refinement","description":"Orchestrates a multi-step workflow combining paraphrasing and plagiarism detection in a single session, allowing users to paraphrase content, immediately check it for plagiarism, and iterate until originality thresholds are met. Maintains session state across multiple paraphrase-check cycles with version history and comparison tools. Implements a feedback loop where plagiarism detection results inform subsequent paraphrasing suggestions.","intents":["I want to paraphrase my text and immediately verify it passes plagiarism checks without leaving the tool","I need to iteratively refine content until it reaches an acceptable originality score","I want to compare multiple paraphrased versions side-by-side and check which one has the lowest plagiarism risk","I need to track changes across multiple paraphrasing attempts to ensure I'm not losing important details"],"best_for":["Researchers managing tight submission deadlines who need rapid content verification cycles","Students learning proper paraphrasing techniques through immediate plagiarism feedback","HR professionals screening multiple candidates in a single session","Content teams producing variations that must pass originality checks"],"limitations":["Session state lost on browser refresh or logout; no automatic save to cloud storage in free tier","Workflow latency increases with each iteration due to sequential API calls (paraphrase → detect → display)","No batch processing of multiple documents in parallel; single-document-at-a-time limitation","Version history limited to 5-10 iterations in free tier before requiring manual export","No collaborative features; cannot share in-progress work with peers or instructors for feedback"],"requires":["Active browser session with JavaScript enabled","Account login (free or paid tier)","Stable internet connection for real-time API communication","Text input between 10-50,000 characters"],"input_types":["plain text","document uploads","copy-pasted content"],"output_types":["paraphrased text with plagiarism score","version history with comparison view","downloadable final document","plagiarism report with source attribution"],"categories":["automation-workflow","text-generation-language"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_aithor__cap_3","uri":"capability://safety.moderation.hr.specific.content.screening.for.recruitment.and.background.verification","name":"hr-specific content screening for recruitment and background verification","description":"Specialized workflow for HR professionals to scan resumes, cover letters, and candidate submissions for plagiarized or copied content, with domain-specific detection tuned for employment documents. Includes flagging of suspicious patterns common in resume fraud (copied job descriptions, duplicated achievements across candidates) and integration points for bulk candidate processing. Generates compliance-ready reports suitable for hiring documentation.","intents":["I need to verify that job applicants' resumes and cover letters are original and not copied from templates or other candidates","I want to screen multiple candidates' submissions in bulk to identify potential integrity issues early in the hiring process","I need to generate audit trails and reports for hiring decisions that document plagiarism checks for compliance","I want to detect when candidates are using identical language across multiple applications, suggesting template reuse"],"best_for":["HR departments and recruiters screening high-volume candidate submissions","Companies with formal integrity policies requiring plagiarism verification","Background check services integrating plagiarism detection into screening workflows","Organizations in regulated industries needing documented verification trails"],"limitations":["Detection tuned for English-language resumes; non-English submissions may have higher false positive rates","Cannot detect plagiarism in video interviews, portfolio work, or non-text submission formats","Bulk processing limited to 50-100 documents per batch in free tier; enterprise tier required for larger volumes","No integration with ATS (Applicant Tracking System) platforms; requires manual upload or copy-paste workflow","Reports lack legal certification or institutional credibility for formal litigation or compliance audits","Cannot distinguish between legitimate template use and fraudulent copying without manual review"],"requires":["HR account with bulk processing permissions","Resume/cover letter documents in text, PDF, or DOCX format","Batch size under 100 documents per submission","Processing time of 2-10 minutes depending on batch size"],"input_types":["resume documents (PDF, DOCX, TXT)","cover letters","candidate submission forms","bulk CSV upload with document URLs"],"output_types":["plagiarism score per candidate","flagged passages with source attribution","bulk screening report (CSV, PDF)","compliance documentation with timestamps"],"categories":["safety-moderation","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_aithor__cap_4","uri":"capability://data.processing.analysis.multi.format.document.upload.and.processing","name":"multi-format document upload and processing","description":"Accepts documents in multiple formats (PDF, DOCX, TXT, RTF) and automatically extracts text content while preserving structural metadata (headings, sections, formatting). Implements format-specific parsers to handle embedded images, tables, and citations without data loss. Supports batch uploads for bulk processing with progress tracking and error handling for corrupted or unsupported files.","intents":["I want to upload a PDF research paper and check it for plagiarism without manually copying text","I need to paraphrase content from a Word document while preserving the original formatting","I want to process multiple resume files at once for bulk HR screening","I need to handle documents with complex formatting (tables, citations, headers) without losing structure"],"best_for":["Users working with academic papers and research documents in PDF format","HR professionals processing resumes and cover letters in DOCX or PDF","Content creators managing documents across multiple formats","Teams requiring bulk document processing without manual copy-paste"],"limitations":["PDF extraction may fail on scanned images or OCR-heavy documents; requires text-based PDFs","Complex table structures may be flattened or lose formatting during text extraction","Embedded images, charts, and diagrams are stripped during processing; only text content is analyzed","File size limits vary by tier (typically 10-50 MB); larger documents require splitting","Batch processing limited to 10-100 files per upload depending on tier","Processing time increases linearly with document count and file size; no parallel processing in free tier"],"requires":["Document file in supported format (PDF, DOCX, TXT, RTF)","File size under 50 MB (varies by tier)","Text-based PDF (not scanned images)","Active internet connection for upload"],"input_types":["PDF documents","Microsoft Word files (DOCX)","Plain text files (TXT)","Rich Text Format (RTF)","batch uploads (ZIP archives)"],"output_types":["extracted plain text","paraphrased document (DOCX, PDF)","plagiarism report with source links","batch processing summary (CSV)"],"categories":["data-processing-analysis","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_aithor__cap_5","uri":"capability://data.processing.analysis.plagiarism.report.generation.with.source.attribution.and.comparison.views","name":"plagiarism report generation with source attribution and comparison views","description":"Generates detailed plagiarism reports displaying matched passages, source attribution, similarity percentages, and side-by-side comparison views of flagged text. Reports include metadata (detection date, document hash, source URLs) suitable for audit trails and compliance documentation. Supports multiple export formats (PDF, HTML, CSV) with customizable detail levels for different audiences (students, educators, HR professionals).","intents":["I need a detailed report showing exactly which parts of my document matched plagiarism sources","I want to understand why specific passages were flagged and see the original sources","I need to generate a compliance-ready report for hiring documentation with timestamps and audit trails","I want to export plagiarism results in a format suitable for sharing with instructors or hiring managers"],"best_for":["Researchers and students understanding plagiarism detection results before submission","Educators reviewing student work with detailed source attribution","HR professionals documenting plagiarism checks for hiring decisions","Compliance officers maintaining audit trails for regulated industries"],"limitations":["Report detail level varies by tier; free tier provides basic percentage and highlighted passages only","Source attribution limited to publicly indexed sources; cannot identify plagiarism in paywalled content","Comparison views may be difficult to read on mobile devices; optimized for desktop viewing","PDF export quality varies depending on original document complexity and formatting","Reports do not include legal certification or institutional credibility for formal litigation","Historical reports deleted after 30-90 days in free tier; requires paid subscription for long-term archival"],"requires":["Completed plagiarism scan of a document","Account login to access report generation","Export format selection (PDF, HTML, or CSV)","Optional customization of detail level and audience type"],"input_types":["plagiarism scan results (internal data)","export format selection"],"output_types":["PDF report with highlighted passages","HTML report with interactive comparison views","CSV export with source attribution data","plain text summary"],"categories":["data-processing-analysis","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_aithor__cap_6","uri":"capability://automation.workflow.freemium.access.model.with.feature.gated.functionality","name":"freemium access model with feature-gated functionality","description":"Implements a two-tier access model where free users receive basic paraphrasing and plagiarism detection with limited monthly quotas, while paid subscribers unlock advanced features (batch processing, detailed reports, API access, priority processing). Quota management tracks usage per user session with clear limits on document size, number of checks, and processing speed. Upgrade prompts guide users toward paid features without blocking core functionality.","intents":["I want to try paraphrasing and plagiarism detection before committing to a paid subscription","I need to verify my work is original without spending money on a full institutional license","I want to understand pricing and feature differences before upgrading to a paid plan","I need occasional plagiarism checks without a monthly subscription commitment"],"best_for":["Individual researchers and students with occasional plagiarism verification needs","Small HR departments with low-volume candidate screening","Content creators testing the tool before enterprise adoption","Users in price-sensitive markets or developing regions"],"limitations":["Free tier limited to 3-5 plagiarism checks per month and 1-2 paraphrasing operations per day","Document size limited to 5,000-10,000 words in free tier vs. 50,000+ in paid","Batch processing unavailable in free tier; single-document-at-a-time only","Detailed plagiarism reports (source attribution, comparison views) locked behind paywall","Processing speed throttled in free tier (5-10 minute wait times vs. immediate in paid)","No API access or integration capabilities in free tier","Monthly quota resets may not align with user workflows; no rollover of unused checks"],"requires":["Free account creation with email verification","No payment method required for free tier","Monthly quota tracking and usage monitoring","Optional upgrade to paid plan for additional features"],"input_types":["text input (free tier)","document uploads (free tier with size limits)"],"output_types":["paraphrased text (free tier)","basic plagiarism percentage (free tier)","detailed reports (paid tier only)"],"categories":["automation-workflow","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":40,"verified":false,"data_access_risk":"high","permissions":["Active internet connection for cloud-based inference","Text input between 10-50,000 characters per request","Account creation (free tier available)","Modern web browser with JavaScript enabled","Active internet connection for database queries","Document size under 50,000 words (varies by tier)","Account creation with email verification","Processing time of 30 seconds to 5 minutes depending on document length and server load","Active browser session with JavaScript enabled","Account login (free or paid tier)"],"failure_modes":["Paraphrasing quality degrades on highly technical or domain-specific jargon without explicit context","Cannot preserve exact numerical data, citations, or specialized terminology without manual review","Produces awkward phrasing on complex nested sentences requiring post-processing refinement","No guarantee of semantic equivalence on abstract or philosophical content","Batch processing limited to document-level operations; no fine-grained sentence-level control in free tier","Detection accuracy not independently verified against institutional standards like Turnitin or iThenticate","Database coverage limited to publicly indexed sources; cannot detect plagiarism in paywalled journals or private documents","False positive rate on common phrases, boilerplate text, and standard academic language not publicly disclosed","No real-time updates to source database; detection lags behind newly published content by days or weeks","Free tier limited to basic percentage reporting; detailed source matching requires paid subscription","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":"2026-05-24T12:16:29.132Z","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=aithor","compare_url":"https://unfragile.ai/compare?artifact=aithor"}},"signature":"ZVT03enokSFKGU8NYRdPsQArUN/y/3HAZAqB5dd1YbCm0xmJL/DwsEoWkBHyEWz1DztUXyffHZrHZ5+y0TLDDw==","signedAt":"2026-06-22T01:10:04.796Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/aithor","artifact":"https://unfragile.ai/aithor","verify":"https://unfragile.ai/api/v1/verify?slug=aithor","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"}}