{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"tool_coursebox","slug":"coursebox","name":"Coursebox","type":"product","url":"https://www.coursebox.ai","page_url":"https://unfragile.ai/coursebox","categories":["app-builders"],"tags":[],"pricing":{"model":"freemium","free":true,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"tool_coursebox__cap_0","uri":"capability://education.ai.driven.course.structure.generation","name":"ai-driven course structure generation","description":"Automatically generates a complete course outline and module structure from raw content or topic descriptions. Uses AI to organize content into logical learning sequences with lessons, sections, and learning objectives without manual instructional design.","intents":["I need to quickly turn my subject matter expertise into a structured course","I want to create a course outline without spending weeks on instructional design","I need to organize scattered content into a coherent learning path"],"best_for":["subject matter experts","corporate trainers","educators without instructional design background"],"limitations":["May lack domain-specific nuance for complex subjects","Requires human review for pedagogical sophistication","Generic structure may not suit specialized learning needs"],"requires":["Initial content or topic description","Basic course parameters"],"input_types":["text description","topic outline","raw content"],"output_types":["course structure","module outline","lesson sequence"],"categories":["education","productivity"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_coursebox__cap_1","uri":"capability://education.multi.format.content.import.and.conversion","name":"multi-format content import and conversion","description":"Accepts and converts multiple content formats (PDFs, videos, presentations, URLs, documents) into course-compatible formats. Automatically extracts and reformats content to fit into the course structure without manual file conversion.","intents":["I have course materials in different formats and need to consolidate them","I want to avoid manually converting PDFs and presentations into course content","I need to import existing training materials without reformatting everything"],"best_for":["educators with existing materials","corporate trainers migrating legacy content","instructors wanting to repurpose existing resources"],"limitations":["Conversion quality may vary by format complexity","Complex layouts in PDFs may not convert perfectly","Video content may require additional processing"],"requires":["Source files in supported formats","Access to content files"],"input_types":["PDF","video files","presentations","documents","URLs"],"output_types":["course-compatible content","text modules","embedded media"],"categories":["education","productivity"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_coursebox__cap_10","uri":"capability://education.content.to.learning.path.conversion","name":"content-to-learning-path conversion","description":"Transforms unstructured content into a logical learning progression with prerequisites, sequencing, and skill-building pathways. Organizes content into a coherent journey from foundational to advanced topics.","intents":["I have lots of content but don't know how to sequence it for learning","I need to create a learning path that builds skills progressively","I want to organize content so learners progress from basics to advanced topics"],"best_for":["educators with scattered content","trainers building comprehensive programs","instructors without curriculum design experience"],"limitations":["May not understand complex prerequisite relationships","Requires domain expertise review for accuracy","Generic sequencing may not suit all subjects"],"requires":["Source content","Topic or subject area"],"input_types":["documents","videos","presentations","text content"],"output_types":["learning path","module sequence","prerequisite map"],"categories":["education","productivity"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_coursebox__cap_11","uri":"capability://education.course.analytics.and.reporting","name":"course analytics and reporting","description":"Generates reports on course performance, learner engagement, completion rates, and assessment results. Provides insights into course effectiveness and learner outcomes.","intents":["I need to measure if my course is effective","I want to see detailed analytics on learner performance","I need reports to demonstrate training ROI to stakeholders"],"best_for":["instructors measuring course effectiveness","corporate training managers","educators needing accountability data"],"limitations":["Analytics depth may be limited on freemium tier","May not provide advanced learning science metrics","Requires sufficient learner activity for meaningful data"],"requires":["Active course with learner participation","Sufficient usage data"],"input_types":["learner activity","quiz results","completion data"],"output_types":["analytics reports","performance dashboards","engagement metrics"],"categories":["education","productivity"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_coursebox__cap_2","uri":"capability://education.interactive.quiz.generation","name":"interactive quiz generation","description":"Automatically creates quizzes and assessments based on course content. Generates multiple-choice, true/false, and other question types to test learner understanding and reinforce key concepts.","intents":["I need to add assessments to my course without writing questions manually","I want to create quizzes that test understanding of specific course content","I need to generate varied question types for learner engagement"],"best_for":["instructors wanting quick assessment creation","trainers needing engagement tools","educators without assessment design expertise"],"limitations":["AI-generated questions may lack nuance or context-specificity","May require manual review for accuracy","Complex subject matter may need human-written questions"],"requires":["Course content to base questions on","Quiz parameters or topic selection"],"input_types":["course modules","lesson content","topic specifications"],"output_types":["quiz questions","assessment items","answer keys"],"categories":["education","productivity"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_coursebox__cap_3","uri":"capability://education.learner.progress.tracking","name":"learner progress tracking","description":"Monitors and displays individual learner progress through courses, including completion rates, quiz scores, and time spent on modules. Provides visibility into learner engagement and performance metrics.","intents":["I need to see which learners are keeping up with the course","I want to identify struggling students who need additional support","I need to track completion rates and course effectiveness"],"best_for":["instructors managing multiple learners","corporate training managers","educators needing accountability metrics"],"limitations":["May not provide deep learning analytics","Requires learner enrollment and activity","Limited to tracked interactions within platform"],"requires":["Active learner enrollment","Learner activity within the platform"],"input_types":["learner interactions","quiz submissions","module completions"],"output_types":["progress reports","completion percentages","performance metrics"],"categories":["education","productivity"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_coursebox__cap_4","uri":"capability://education.course.customization.and.editing","name":"course customization and editing","description":"Allows instructors to modify AI-generated course structures, content, quizzes, and learning objectives. Provides editing tools to refine and personalize courses after initial generation.","intents":["I need to adjust the AI-generated course structure to fit my teaching style","I want to add domain-specific content that the AI missed","I need to modify quiz questions or learning objectives for accuracy"],"best_for":["instructors wanting control over course content","subject matter experts refining AI output","educators with specific pedagogical requirements"],"limitations":["Requires manual effort to improve AI-generated content","May be time-consuming for extensive revisions","Editing interface complexity varies"],"requires":["Generated course structure","Access to editing tools"],"input_types":["course modules","quiz items","learning objectives"],"output_types":["modified course content","updated structure","revised assessments"],"categories":["education","productivity"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_coursebox__cap_5","uri":"capability://education.learner.engagement.tools.integration","name":"learner engagement tools integration","description":"Provides built-in interactive elements beyond quizzes, such as discussion forums, interactive activities, and engagement features to enhance learner participation and retention.","intents":["I want to make my course more interactive and engaging","I need tools to encourage learner participation and discussion","I want to add interactive elements without building custom features"],"best_for":["instructors prioritizing engagement","trainers wanting interactive learning experiences","educators seeking to reduce dropout rates"],"limitations":["May have limited customization options","Engagement features may be basic compared to dedicated platforms","Requires learner adoption and participation"],"requires":["Course setup","Learner enrollment"],"input_types":["course content","learner interactions"],"output_types":["interactive modules","discussion threads","engagement metrics"],"categories":["education","productivity"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_coursebox__cap_6","uri":"capability://education.rapid.course.deployment","name":"rapid course deployment","description":"Enables quick publishing and deployment of completed courses to learners. Streamlines the process from course creation to live delivery, reducing time-to-launch.","intents":["I need to get my course live quickly without technical setup","I want to deploy training to my team without delays","I need to publish courses with minimal technical knowledge"],"best_for":["instructors needing fast course launch","corporate trainers with tight deadlines","educators without technical IT support"],"limitations":["May have limited deployment customization","Hosting and infrastructure are platform-dependent","Scaling limitations on freemium tier"],"requires":["Completed course content","Learner list or enrollment method"],"input_types":["finalized course","learner information"],"output_types":["live course","learner access links","enrollment confirmation"],"categories":["education","productivity"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_coursebox__cap_7","uri":"capability://education.learning.objective.auto.generation","name":"learning objective auto-generation","description":"Automatically creates learning objectives and outcomes for courses based on content. Generates SMART goals and competency statements aligned with course modules.","intents":["I need to define clear learning objectives without instructional design expertise","I want to ensure my course has measurable learning outcomes","I need to align objectives with course content automatically"],"best_for":["educators lacking instructional design background","trainers needing quick objective definition","instructors wanting standards-aligned outcomes"],"limitations":["May not align with specific accreditation standards","Requires human review for accuracy and relevance","Generic objectives may need customization"],"requires":["Course content","Subject matter context"],"input_types":["course modules","topic descriptions"],"output_types":["learning objectives","competency statements","outcome descriptions"],"categories":["education","productivity"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_coursebox__cap_8","uri":"capability://education.course.template.library.access","name":"course template library access","description":"Provides pre-built course templates and structures for common training scenarios. Allows instructors to start from templates rather than building from scratch.","intents":["I want to start with a proven course structure for my subject","I need a template for common training scenarios like onboarding or compliance","I want to save time by using existing course frameworks"],"best_for":["instructors wanting quick starts","corporate trainers with standard training needs","educators new to course design"],"limitations":["Templates may be generic and require customization","Limited template variety on freemium tier","May not fit specialized or niche subjects"],"requires":["Template selection","Course parameters"],"input_types":["template selection","customization parameters"],"output_types":["pre-structured course","template-based outline"],"categories":["education","productivity"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_coursebox__cap_9","uri":"capability://education.learner.enrollment.and.access.management","name":"learner enrollment and access management","description":"Manages learner registration, enrollment, and access permissions. Controls who can access courses and tracks enrollment status.","intents":["I need to control who has access to my courses","I want to manage learner enrollment and registration","I need to track who is enrolled in each course"],"best_for":["instructors managing multiple learners","corporate trainers with access control needs","educators needing enrollment management"],"limitations":["May have limited user management features","Freemium tier may restrict number of learners","Integration with external enrollment systems may be limited"],"requires":["Learner information","Course setup"],"input_types":["learner lists","enrollment requests","access permissions"],"output_types":["enrollment confirmations","access credentials","enrollment reports"],"categories":["education","productivity"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":47,"verified":false,"data_access_risk":"high","permissions":["Initial content or topic description","Basic course parameters","Source files in supported formats","Access to content files","Source content","Topic or subject area","Active course with learner participation","Sufficient usage data","Course content to base questions on","Quiz parameters or topic selection"],"failure_modes":["May lack domain-specific nuance for complex subjects","Requires human review for pedagogical sophistication","Generic structure may not suit specialized learning needs","Conversion quality may vary by format complexity","Complex layouts in PDFs may not convert perfectly","Video content may require additional processing","May not understand complex prerequisite relationships","Requires domain expertise review for accuracy","Generic sequencing may not suit all subjects","Analytics depth may be limited on freemium tier","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.39999999999999997,"quality":0.82,"ecosystem":0.35,"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":"2026-04-05T13:23:42.549Z","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=coursebox","compare_url":"https://unfragile.ai/compare?artifact=coursebox"}},"signature":"z9oqv4sfl5SeU4rT7QTVftvyYBlwJ91zbRWjnoiqpqRHs9hT+SCJkf3QhtrACyOjlMIyadYK3F/ga7WBMeJbAw==","signedAt":"2026-06-20T14:38:12.922Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/coursebox","artifact":"https://unfragile.ai/coursebox","verify":"https://unfragile.ai/api/v1/verify?slug=coursebox","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"}}