{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"tool_textlayer","slug":"textlayer","name":"TextLayer","type":"product","url":"https://textlayer.ai","page_url":"https://unfragile.ai/textlayer","categories":["research-search"],"tags":[],"pricing":{"model":"free","free":true,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"tool_textlayer__cap_0","uri":"capability://research.gpt.4.powered.document.summarization","name":"gpt-4 powered document summarization","description":"Automatically generates concise summaries of research papers and academic documents using GPT-4. Extracts key findings, methodology, and conclusions to provide quick overviews without reading full papers.","intents":["I need to quickly understand what this paper is about without reading all 20 pages","I want to decide if this paper is relevant to my research before investing time","I need a brief overview of the main contributions and findings"],"best_for":["academic researchers","graduate students","literature review practitioners"],"limitations":["may miss domain-specific nuances in highly specialized fields","can misinterpret technical terminology","summary quality depends on document clarity and structure"],"requires":["PDF or text document upload","internet connection","GPT-4 API access"],"input_types":["PDF","text documents"],"output_types":["text summary"],"categories":["research","productivity"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_textlayer__cap_1","uri":"capability://research.interactive.follow.up.questioning.on.documents","name":"interactive follow-up questioning on documents","description":"Enables users to ask follow-up questions about uploaded documents and receive contextual answers based on the document content. Supports iterative exploration and deeper understanding beyond initial summaries.","intents":["I want to ask specific questions about details in this paper","I need clarification on a particular section or finding","I want to explore connections between different parts of the document"],"best_for":["researchers seeking deeper document analysis","students studying complex papers","domain experts validating paper claims"],"limitations":["accuracy depends on GPT-4's understanding of domain context","may hallucinate answers if document doesn't contain relevant information","limited to information present in uploaded document"],"requires":["uploaded document","natural language query capability","active session"],"input_types":["natural language questions","text queries"],"output_types":["text answers","contextual explanations"],"categories":["research","productivity"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_textlayer__cap_2","uri":"capability://research.literature.review.workflow.acceleration","name":"literature review workflow acceleration","description":"Streamlines the initial document triage phase of literature reviews by rapidly processing multiple papers and providing summaries to help researchers prioritize which papers to read in full.","intents":["I need to process 50 papers and figure out which ones are most relevant","I want to speed up the initial screening phase of my literature review","I need to organize and categorize papers by relevance quickly"],"best_for":["researchers conducting systematic literature reviews","students starting research projects","academics managing large paper collections"],"limitations":["batch processing speed not specified","may require manual verification of relevance decisions","effectiveness depends on paper quality and clarity"],"requires":["multiple documents","time for processing","ability to evaluate summaries"],"input_types":["multiple PDF or text documents"],"output_types":["summary collection","prioritized document list"],"categories":["research","productivity"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_textlayer__cap_3","uri":"capability://research.free.gpt.4.access.for.research","name":"free gpt-4 access for research","description":"Provides free access to GPT-4 capabilities for document analysis and summarization, removing cost barriers that typically restrict academic researchers' access to advanced AI models.","intents":["I want to use GPT-4 but can't afford expensive API costs","I need AI-powered research tools without budget constraints","I want to try advanced AI capabilities before committing to paid services"],"best_for":["students with limited budgets","academic researchers","resource-constrained institutions"],"limitations":["free tier may have usage limits not disclosed","no information on rate limiting","sustainability of free model unclear"],"requires":["account creation","document upload capability"],"input_types":["documents"],"output_types":["AI-generated analysis"],"categories":["research","accessibility"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":42,"verified":false,"data_access_risk":"low","permissions":["PDF or text document upload","internet connection","GPT-4 API access","uploaded document","natural language query capability","active session","multiple documents","time for processing","ability to evaluate summaries","account creation"],"failure_modes":["may miss domain-specific nuances in highly specialized fields","can misinterpret technical terminology","summary quality depends on document clarity and structure","accuracy depends on GPT-4's understanding of domain context","may hallucinate answers if document doesn't contain relevant information","limited to information present in uploaded document","batch processing speed not specified","may require manual verification of relevance decisions","effectiveness depends on paper quality and clarity","free tier may have usage limits not disclosed","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.39999999999999997,"quality":0.72,"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":"2026-05-24T12:16:33.648Z","last_scraped_at":"2026-04-05T13:23:42.541Z","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=textlayer","compare_url":"https://unfragile.ai/compare?artifact=textlayer"}},"signature":"0VTnJK89ow322sfkoyhYNuDs7upyqYtBLd6LvNrikeYJON+BnKf0hY8FBNDWlzFnMI8vLSufI3ZagDdgYyksDA==","signedAt":"2026-06-20T15:42:44.883Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/textlayer","artifact":"https://unfragile.ai/textlayer","verify":"https://unfragile.ai/api/v1/verify?slug=textlayer","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"}}