{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"tool_quiz-wizard","slug":"quiz-wizard","name":"Quiz Wizard","type":"product","url":"https://www.getquizwizard.com","page_url":"https://unfragile.ai/quiz-wizard","categories":["app-builders"],"tags":[],"pricing":{"model":"free","free":true,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"tool_quiz-wizard__cap_0","uri":"capability://text.generation.language.prompt.based.quiz.generation.from.educational.content","name":"prompt-based quiz generation from educational content","description":"Accepts educator-provided source material (text, topics, learning objectives) and uses language model inference to generate multiple-choice or short-answer quiz questions with configurable difficulty levels and question counts. The system likely uses prompt engineering templates that structure educational content into question-answer pairs, with no apparent validation layer or quality guardrails to ensure pedagogical soundness of generated assessments.","intents":["I need to quickly generate 20 quiz questions from my lecture notes without writing them manually","I want to create assessments covering specific learning objectives without spending hours on question design","I need quiz content in bulk for multiple classes but don't have budget for premium assessment platforms"],"best_for":["Individual K-12 teachers with limited time for assessment creation","Under-resourced schools without budget for Quizizz or Kahoot licenses","Educators seeking rapid prototyping of quiz content before refinement"],"limitations":["No quality validation or pedagogical review — generated questions may contain factual errors, ambiguous wording, or poor distractors","Output quality entirely dependent on input prompt clarity; vague source material produces unusable assessments","No built-in difficulty calibration or Bloom's taxonomy alignment — all questions treated equally regardless of cognitive level","Single-pass generation with no iterative refinement or human-in-the-loop validation"],"requires":["Web browser with internet connectivity","Source material in text format (lecture notes, textbook excerpts, topic descriptions)","No API key or authentication beyond free account signup"],"input_types":["plain text","topic descriptions","learning objectives","educational content excerpts"],"output_types":["quiz questions (multiple choice or short answer)","answer keys","quiz metadata (difficulty, topic tags)"],"categories":["text-generation-language","assessment-content-creation"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_quiz-wizard__cap_1","uri":"capability://text.generation.language.batch.flashcard.set.generation.from.source.material","name":"batch flashcard set generation from source material","description":"Converts educator-provided educational content into structured flashcard decks by parsing source text and generating question-answer pairs using language model inference. The system likely uses simple prompt templates to extract key concepts and definitions, outputting flashcards in a format compatible with spaced repetition workflows, though no built-in SRS scheduling or retention tracking is evident.","intents":["I need to create flashcard decks for vocabulary, definitions, or key concepts without manually typing each card","I want to generate flashcards in bulk from textbook chapters or lecture notes for multiple classes","I need flashcards for student self-study but don't have time to curate and format them manually"],"best_for":["Language teachers needing vocabulary flashcard sets","Science educators creating definition or concept flashcards","Teachers supporting student independent study with minimal prep time"],"limitations":["No spaced repetition scheduling or adaptive review — flashcards are static once generated","No retention tracking or student performance analytics","Generated flashcards may contain overly simplistic or contextually inappropriate definitions","No built-in export to Anki, Quizlet, or other SRS platforms — likely requires manual export/import"],"requires":["Web browser with internet connectivity","Source material in text format (textbook excerpts, vocabulary lists, concept descriptions)","Free account signup"],"input_types":["plain text","concept lists","vocabulary lists","educational content excerpts"],"output_types":["flashcard pairs (question-answer)","flashcard decks with metadata","export formats (likely CSV or proprietary JSON)"],"categories":["text-generation-language","assessment-content-creation"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_quiz-wizard__cap_2","uri":"capability://text.generation.language.content.personalization.based.on.educator.preferences","name":"content personalization based on educator preferences","description":"Allows educators to specify customization parameters (difficulty level, question type, topic focus, student grade level) that influence quiz and flashcard generation. The system likely uses these parameters as additional prompt context to guide LLM output, though the editorial summary suggests personalization is 'aspirational' — implementation may be limited to simple parameter passing rather than sophisticated adaptive content modeling.","intents":["I want to generate quizzes at different difficulty levels for advanced vs. struggling students in the same class","I need to customize question types (multiple choice vs. short answer) based on my assessment goals","I want to focus quiz content on specific topics or learning objectives rather than generating generic questions"],"best_for":["Teachers with diverse student populations needing differentiated assessments","Educators designing assessments aligned to specific curriculum standards","Teachers experimenting with different question formats for the same content"],"limitations":["Personalization appears limited to surface-level parameter passing (difficulty, question type) rather than deep learner modeling","No student performance history or adaptive sequencing — personalization is one-directional (teacher → content) not bidirectional","No integration with student data or learning management systems to inform personalization","Unclear whether personalization parameters actually influence LLM output meaningfully or are cosmetic UI elements"],"requires":["Web browser with internet connectivity","Free account signup","Understanding of desired difficulty level, question type, and topic focus"],"input_types":["difficulty level selection (e.g., beginner, intermediate, advanced)","question type preference (multiple choice, short answer, true/false)","topic or learning objective specification","grade level or student population descriptor"],"output_types":["customized quiz questions","customized flashcard sets","assessment metadata reflecting personalization parameters"],"categories":["text-generation-language","planning-reasoning"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_quiz-wizard__cap_3","uri":"capability://automation.workflow.multi.format.assessment.export.and.distribution.preparation","name":"multi-format assessment export and distribution preparation","description":"Generates quiz and flashcard content in formats suitable for classroom distribution, likely supporting export to common formats (PDF, CSV, or web-shareable links) that educators can then distribute via learning management systems, email, or print. The system does not appear to include built-in student tracking or LMS integration — export is preparation for manual distribution rather than automated deployment.","intents":["I need to export my generated quiz as a PDF to print for my class","I want to share flashcard sets with students via a link without requiring them to create accounts","I need to export quiz content to import into my school's learning management system"],"best_for":["Teachers using traditional print-based or email-based assessment distribution","Educators with LMS systems (Canvas, Blackboard, Google Classroom) requiring manual content import","Schools without budget for integrated assessment platforms with built-in distribution"],"limitations":["No built-in student tracking or response collection — teachers must manage submissions separately","No direct LMS integration (Canvas, Blackboard, Google Classroom) — requires manual export/import workflow","No automatic grading or answer key distribution to students","Export formats likely limited to basic options (PDF, CSV) without support for SCORM or other e-learning standards"],"requires":["Web browser with internet connectivity","Generated quiz or flashcard content from the platform","Destination system (LMS, email, print infrastructure) for distribution"],"input_types":["generated quiz or flashcard data","export format selection (PDF, CSV, web link)"],"output_types":["PDF files suitable for printing","CSV files for spreadsheet import","shareable web links","LMS-compatible formats (if supported)"],"categories":["automation-workflow","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_quiz-wizard__cap_4","uri":"capability://data.processing.analysis.template.based.quiz.and.flashcard.structure.generation","name":"template-based quiz and flashcard structure generation","description":"Uses predefined templates or schemas to structure generated quiz questions and flashcard pairs with consistent formatting, metadata tagging, and organizational hierarchy. The system likely applies templates during LLM generation to ensure output conforms to expected structures (e.g., question + four distractors + correct answer for multiple choice), enabling downstream processing and export without manual reformatting.","intents":["I want all my generated quizzes to follow a consistent format with clear answer keys","I need flashcards organized by topic or learning objective automatically","I want quiz questions tagged with difficulty level and topic for easy filtering"],"best_for":["Teachers seeking consistent assessment formatting across multiple classes","Educators building assessment libraries that require standardized structure","Schools implementing assessment standards requiring consistent question formats"],"limitations":["Template flexibility likely limited to predefined structures — custom question formats probably not supported","No template customization or creation UI — educators cannot design their own assessment schemas","Template enforcement may constrain LLM creativity, producing formulaic or repetitive questions","No versioning or template management for evolving assessment standards"],"requires":["Web browser with internet connectivity","Free account signup","Selection of appropriate template type (multiple choice, short answer, flashcard, etc.)"],"input_types":["template type selection","source educational content","customization parameters (difficulty, topic)"],"output_types":["structured quiz questions with consistent formatting","structured flashcard pairs with metadata","organized assessment collections with topic/difficulty tags"],"categories":["data-processing-analysis","text-generation-language"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":39,"verified":false,"data_access_risk":"high","permissions":["Web browser with internet connectivity","Source material in text format (lecture notes, textbook excerpts, topic descriptions)","No API key or authentication beyond free account signup","Source material in text format (textbook excerpts, vocabulary lists, concept descriptions)","Free account signup","Understanding of desired difficulty level, question type, and topic focus","Generated quiz or flashcard content from the platform","Destination system (LMS, email, print infrastructure) for distribution","Selection of appropriate template type (multiple choice, short answer, flashcard, etc.)"],"failure_modes":["No quality validation or pedagogical review — generated questions may contain factual errors, ambiguous wording, or poor distractors","Output quality entirely dependent on input prompt clarity; vague source material produces unusable assessments","No built-in difficulty calibration or Bloom's taxonomy alignment — all questions treated equally regardless of cognitive level","Single-pass generation with no iterative refinement or human-in-the-loop validation","No spaced repetition scheduling or adaptive review — flashcards are static once generated","No retention tracking or student performance analytics","Generated flashcards may contain overly simplistic or contextually inappropriate definitions","No built-in export to Anki, Quizlet, or other SRS platforms — likely requires manual export/import","Personalization appears limited to surface-level parameter passing (difficulty, question type) rather than deep learner modeling","No student performance history or adaptive sequencing — personalization is one-directional (teacher → content) not bidirectional","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.31666666666666665,"quality":0.67,"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":"2026-05-24T12:16:32.438Z","last_scraped_at":"2026-04-05T13:23:42.560Z","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=quiz-wizard","compare_url":"https://unfragile.ai/compare?artifact=quiz-wizard"}},"signature":"CKJt88k3igTHcIY1VqFi8t+gnhBxnlHY0MMap5op0RdKh5y1B+XmvTcA/xrBtH+EFboclT0oXGUlFGQYtSh2CQ==","signedAt":"2026-06-22T10:38:13.267Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/quiz-wizard","artifact":"https://unfragile.ai/quiz-wizard","verify":"https://unfragile.ai/api/v1/verify?slug=quiz-wizard","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"}}