{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"tool_deap-learning-labs","slug":"deap-learning-labs","name":"DeAP Learning Labs","type":"webapp","url":"https://deaplearning.com","page_url":"https://unfragile.ai/deap-learning-labs","categories":["chatbots-assistants"],"tags":[],"pricing":{"model":"free","free":true,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"tool_deap-learning-labs__cap_0","uri":"capability://education.ap.us.history.concept.explanation","name":"ap us history concept explanation","description":"Provides on-demand explanations of AP US History topics, periods, and concepts through conversational AI chatbot interaction. Answers student questions about historical events, themes, and connections relevant to the AP curriculum.","intents":["I need to understand what the Reconstruction Era was about","Can you explain the significance of the Civil Rights Movement?","I'm confused about the causes of the American Revolution"],"best_for":["AP US History students","students seeking supplementary tutoring","students without access to paid tutors"],"limitations":["May not capture nuanced historical debate or historiographical perspectives","Cannot assess quality of student understanding beyond direct questions","Limited to text-based interaction"],"requires":["Internet connection","Basic typing ability","AP US History course enrollment or self-study"],"input_types":["text questions"],"output_types":["text explanations"],"categories":["education","tutoring"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_deap-learning-labs__cap_1","uri":"capability://education.ap.world.history.concept.explanation","name":"ap world history concept explanation","description":"Provides on-demand explanations of AP World History topics, civilizations, and global historical processes through conversational AI chatbot interaction. Addresses student questions about world events, cross-cultural connections, and thematic patterns.","intents":["What were the key features of the Silk Road trade networks?","Can you explain the impact of colonialism on African societies?","How did the Industrial Revolution spread globally?"],"best_for":["AP World History students","students seeking supplementary tutoring","students without access to paid tutors"],"limitations":["May oversimplify complex global historical narratives","Cannot assess depth of student understanding","Limited to text-based interaction"],"requires":["Internet connection","Basic typing ability","AP World History course enrollment or self-study"],"input_types":["text questions"],"output_types":["text explanations"],"categories":["education","tutoring"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_deap-learning-labs__cap_2","uri":"capability://education.ap.history.essay.writing.guidance","name":"ap history essay writing guidance","description":"Provides feedback and guidance on AP History essay structure, argumentation, and thesis development through chatbot interaction. Helps students understand how to construct historically-supported arguments and organize evidence.","intents":["How should I structure my DBQ essay response?","What makes a strong thesis statement for an AP History essay?","Can you review my essay outline for historical accuracy?"],"best_for":["AP History students preparing for free-response questions","students learning essay structure","students seeking writing feedback"],"limitations":["May not align with actual AP rubric scoring criteria","Cannot provide authentic rubric-based scoring","Limited ability to evaluate complex historical argumentation quality"],"requires":["Internet connection","Essay draft or outline to discuss","Understanding of basic essay structure"],"input_types":["text questions","essay outlines","thesis statements"],"output_types":["text guidance","structural suggestions"],"categories":["education","writing"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_deap-learning-labs__cap_3","uri":"capability://education.historical.document.analysis.assistance","name":"historical document analysis assistance","description":"Helps students analyze primary and secondary sources relevant to AP History exams by explaining context, perspective, and historical significance through chatbot dialogue. Guides students through source evaluation techniques.","intents":["What is the historical context of this primary source document?","How should I analyze the bias in this historical document?","What perspective does this source represent?"],"best_for":["AP History students working with primary sources","students learning document analysis skills","students preparing for DBQ sections"],"limitations":["Cannot view images of documents directly","May lack expertise in evaluating source reliability","Cannot provide AP-specific document analysis rubric scoring"],"requires":["Internet connection","Text of document or description to analyze","Basic understanding of historical context"],"input_types":["text descriptions of documents","document excerpts","questions about sources"],"output_types":["text analysis","contextual explanations"],"categories":["education","research"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_deap-learning-labs__cap_4","uri":"capability://education.last.minute.exam.review.and.clarification","name":"last-minute exam review and clarification","description":"Provides rapid-response answers to student questions during exam preparation periods, enabling 24/7 access to concept clarification and quick fact-checking without waiting for tutor availability.","intents":["I have a test tomorrow and need to quickly understand this topic","Can you clarify this historical fact before my exam?","I need a quick review of key dates and events"],"best_for":["Students cramming before exams","students with last-minute questions","students in different time zones needing off-hours help"],"limitations":["May reinforce surface-level memorization over deep understanding","Not ideal for comprehensive exam preparation","Quality may vary for complex topics"],"requires":["Internet connection","Specific questions or topics to review"],"input_types":["text questions"],"output_types":["text answers","quick summaries"],"categories":["education","test prep"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_deap-learning-labs__cap_5","uri":"capability://education.historical.timeline.and.chronology.clarification","name":"historical timeline and chronology clarification","description":"Helps students understand the sequence and relationships between historical events through chatbot explanation of timelines, periodization, and cause-effect relationships in AP History curricula.","intents":["What events happened between the Civil War and Reconstruction?","Can you help me understand the chronology of Cold War events?","How do these historical periods relate to each other?"],"best_for":["Students struggling with historical sequence","visual learners seeking textual timeline explanations","students organizing study materials"],"limitations":["Text-based format may not be ideal for visual timeline learning","Cannot generate visual timelines","May not capture complex simultaneous events"],"requires":["Internet connection","Questions about specific time periods"],"input_types":["text questions about periods and events"],"output_types":["text explanations","chronological summaries"],"categories":["education","study aids"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_deap-learning-labs__cap_6","uri":"capability://education.thematic.connection.identification","name":"thematic connection identification","description":"Helps students identify and understand recurring themes across AP History curricula by explaining how historical events, movements, and periods connect to broader historical patterns and themes.","intents":["How does the theme of power and authority appear throughout US History?","What connections exist between different independence movements?","How do economic systems evolve across world history?"],"best_for":["Students learning to synthesize historical knowledge","students preparing for thematic essay questions","advanced AP History students"],"limitations":["May oversimplify complex thematic relationships","Cannot assess depth of thematic understanding","Limited to text-based explanation"],"requires":["Internet connection","Understanding of multiple historical periods","Questions about thematic patterns"],"input_types":["text questions about themes"],"output_types":["text explanations","thematic connections"],"categories":["education","synthesis"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_deap-learning-labs__cap_7","uri":"capability://education.vocabulary.and.terminology.definition","name":"vocabulary and terminology definition","description":"Provides definitions and contextual explanations of AP History-specific vocabulary, terminology, and historical concepts through chatbot interaction. Ensures students understand key terms in their historical context.","intents":["What does 'imperialism' mean in the context of world history?","Can you define 'Manifest Destiny' and explain its significance?","What is the historical meaning of 'détente'?"],"best_for":["Students building historical vocabulary","ESL students","students new to AP History"],"limitations":["May provide generic definitions rather than AP-specific context","Cannot assess retention of terminology"],"requires":["Internet connection","Specific terms to define"],"input_types":["text terms and vocabulary"],"output_types":["text definitions","contextual explanations"],"categories":["education","reference"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":43,"verified":false,"data_access_risk":"low","permissions":["Internet connection","Basic typing ability","AP US History course enrollment or self-study","AP World History course enrollment or self-study","Essay draft or outline to discuss","Understanding of basic essay structure","Text of document or description to analyze","Basic understanding of historical context","Specific questions or topics to review","Questions about specific time periods"],"failure_modes":["May not capture nuanced historical debate or historiographical perspectives","Cannot assess quality of student understanding beyond direct questions","Limited to text-based interaction","May oversimplify complex global historical narratives","Cannot assess depth of student understanding","May not align with actual AP rubric scoring criteria","Cannot provide authentic rubric-based scoring","Limited ability to evaluate complex historical argumentation quality","Cannot view images of documents directly","May lack expertise in evaluating source reliability","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.39999999999999997,"quality":0.77,"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":"2026-05-24T12:16:30.282Z","last_scraped_at":"2026-04-05T13:23:42.548Z","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=deap-learning-labs","compare_url":"https://unfragile.ai/compare?artifact=deap-learning-labs"}},"signature":"MuS+/u0ksNa4GyzufrsLDhaLpHQveTGFfgD07kgc78cCts0rJvUg4brznLDiUVKTZdlwLxQHLpLDXE5NrQpxDA==","signedAt":"2026-06-19T04:36:41.959Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/deap-learning-labs","artifact":"https://unfragile.ai/deap-learning-labs","verify":"https://unfragile.ai/api/v1/verify?slug=deap-learning-labs","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"}}