{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"awesome-wispy","slug":"wispy","name":"Wispy","type":"product","url":"https://wispy.technicalmagic.ai/","page_url":"https://unfragile.ai/wispy","categories":["text-writing"],"tags":[],"pricing":{"model":"unknown","free":false,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"awesome-wispy__cap_0","uri":"capability://text.generation.language.multi.format.content.summarization.with.extractive.and.abstractive.modes","name":"multi-format content summarization with extractive and abstractive modes","description":"Accepts text, documents, or web content and generates concise summaries using a combination of extractive (key sentence selection) and abstractive (neural paraphrasing) techniques. The system appears to process input through a content normalization pipeline before applying summarization models, preserving semantic meaning while reducing token count by 60-80%. Supports variable summary lengths (bullet points, paragraph, executive summary) with configurable detail levels.","intents":["I need to quickly understand the main points of a long article or document without reading it all","I want to generate multiple summary formats (bullets, paragraphs, key takeaways) from the same source","I need to batch-summarize multiple documents and extract common themes across them"],"best_for":["content creators and researchers processing large volumes of source material","students and professionals needing rapid document comprehension","teams building knowledge management or content curation workflows"],"limitations":["Summarization quality degrades on highly technical or domain-specific jargon without domain-specific fine-tuning","No support for multi-modal summarization (images + text in same document)","Context window limitations may truncate very long documents (>50k tokens) before summarization","No preservation of citations or source attribution in generated summaries"],"requires":["Internet connection for cloud-based processing","Supported input format (PDF, DOCX, TXT, or URL)","Active Wispy account with API access or web interface"],"input_types":["plain text","markdown","PDF documents","DOCX/Word documents","web URLs","HTML content"],"output_types":["plain text summary","bullet-point summary","structured JSON with key points","paragraph-form abstract"],"categories":["text-generation-language","data-processing-analysis"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-wispy__cap_1","uri":"capability://text.generation.language.template.driven.content.composition.with.style.and.tone.customization","name":"template-driven content composition with style and tone customization","description":"Generates original written content (articles, blog posts, social media copy, emails) by accepting a topic, outline, or brief description and applying user-specified tone, style, and format templates. The system likely uses prompt engineering or fine-tuned language models to enforce stylistic consistency across generated content, with support for multiple content types and audience personas. Includes iterative refinement where users can request rewrites with different tones or emphasis.","intents":["I need to write a blog post on a topic but don't know where to start — generate an outline and draft","I want to create multiple versions of marketing copy (formal, casual, humorous) to A/B test messaging","I need to compose professional emails, social posts, or documentation quickly without losing my brand voice"],"best_for":["content marketers and copywriters scaling content production","non-technical founders and small business owners creating marketing materials","teams needing rapid content iteration for campaigns or product launches"],"limitations":["Generated content may lack deep domain expertise or original research — requires human fact-checking","Tone customization is template-based and may not capture nuanced brand voices without extensive fine-tuning","No built-in plagiarism detection or originality verification","Limited ability to incorporate real-time data, statistics, or current events into generated content","Output quality varies significantly based on input prompt clarity and specificity"],"requires":["Clear topic, outline, or content brief as input","Specification of target audience and tone/style preferences","Active Wispy account with composition feature access"],"input_types":["plain text topic or title","outline or bullet-point structure","style/tone descriptor (e.g., 'professional', 'casual', 'humorous')","target audience specification","content type (blog, email, social post, etc.)"],"output_types":["full-length article or blog post","social media copy (multiple variants)","email templates","marketing copy","structured outline with expanded sections"],"categories":["text-generation-language","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-wispy__cap_2","uri":"capability://text.generation.language.adaptive.quiz.and.assessment.generation.from.source.content","name":"adaptive quiz and assessment generation from source content","description":"Automatically generates quizzes, multiple-choice questions, and assessments from provided source material (documents, articles, or web content) using question-generation models that extract key concepts and create pedagogically-sound test items. The system likely analyzes content structure to identify learning objectives, then generates questions at varying difficulty levels (Bloom's taxonomy alignment) with distractors that are semantically plausible but factually incorrect. Supports multiple question types (multiple-choice, true/false, short-answer) and can generate answer keys with explanations.","intents":["I have course material or training documentation and need to create assessments quickly without writing questions manually","I want to generate practice quizzes at different difficulty levels to test student comprehension at various stages","I need to create interactive learning experiences with auto-graded quizzes from my content library"],"best_for":["educators and instructional designers creating online courses or training programs","corporate learning and development teams building employee training modules","content creators and publishers adding interactive assessment features to educational materials"],"limitations":["Question quality depends heavily on source material clarity — poorly written or ambiguous source content produces poor questions","Distractors may occasionally be too obvious or too difficult, reducing assessment validity","No support for complex question types (matching, drag-and-drop, scenario-based) — limited to multiple-choice and true/false","Generated questions may not align with specific learning standards or curriculum frameworks without manual curation","Cannot assess higher-order thinking skills (analysis, synthesis, evaluation) as effectively as lower-order recall questions"],"requires":["Source content in supported format (text, PDF, DOCX, or URL)","Specification of target audience level (elementary, high school, college, professional)","Active Wispy account with quiz generation feature"],"input_types":["plain text or markdown content","PDF documents","DOCX/Word documents","web URLs","structured outlines or lesson plans"],"output_types":["multiple-choice question sets with answer keys","true/false questions","short-answer questions with model answers","quiz metadata (difficulty level, learning objective mapping)","structured JSON quiz format for LMS integration"],"categories":["text-generation-language","data-processing-analysis"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":20,"verified":false,"data_access_risk":"high","permissions":["Internet connection for cloud-based processing","Supported input format (PDF, DOCX, TXT, or URL)","Active Wispy account with API access or web interface","Clear topic, outline, or content brief as input","Specification of target audience and tone/style preferences","Active Wispy account with composition feature access","Source content in supported format (text, PDF, DOCX, or URL)","Specification of target audience level (elementary, high school, college, professional)","Active Wispy account with quiz generation feature"],"failure_modes":["Summarization quality degrades on highly technical or domain-specific jargon without domain-specific fine-tuning","No support for multi-modal summarization (images + text in same document)","Context window limitations may truncate very long documents (>50k tokens) before summarization","No preservation of citations or source attribution in generated summaries","Generated content may lack deep domain expertise or original research — requires human fact-checking","Tone customization is template-based and may not capture nuanced brand voices without extensive fine-tuning","No built-in plagiarism detection or originality verification","Limited ability to incorporate real-time data, statistics, or current events into generated content","Output quality varies significantly based on input prompt clarity and specificity","Question quality depends heavily on source material clarity — poorly written or ambiguous source content produces poor questions","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.05,"quality":0.16,"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":"2026-06-17T09:51:04.690Z","last_scraped_at":"2026-05-03T14:00:10.321Z","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=wispy","compare_url":"https://unfragile.ai/compare?artifact=wispy"}},"signature":"5RkZKcADNfpWG53m8pA8crm6Mj0f5gfN11DOS21jbfzjZmjEBuJGmDnpvoqPE367c3UiEcV1sph8QFMcdHxQCQ==","signedAt":"2026-06-21T21:23:55.092Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/wispy","artifact":"https://unfragile.ai/wispy","verify":"https://unfragile.ai/api/v1/verify?slug=wispy","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"}}