{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"tool_illumidesk","slug":"illumidesk","name":"IllumiDesk","type":"product","url":"https://www.illumidesk.com","page_url":"https://unfragile.ai/illumidesk","categories":["app-builders"],"tags":[],"pricing":{"model":"freemium","free":true,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"tool_illumidesk__cap_0","uri":"capability://education.ai.assisted.learning.objective.generation","name":"ai-assisted learning objective generation","description":"Automatically generates course learning objectives and outcomes based on course topic or existing content. Uses AI to define measurable, pedagogically-sound learning goals that align with educational standards.","intents":["I need to quickly define what students should learn from this course","I want learning objectives that are measurable and standards-aligned","I don't have time to manually write learning outcomes for each module"],"best_for":["busy educators","instructors new to instructional design","technical subject matter experts"],"limitations":["may require human review for accuracy and alignment with specific institutional standards","generic output without deep context about learner population"],"requires":["course topic or existing course content","access to AI content generation"],"input_types":["text description of course topic","existing course materials"],"output_types":["structured learning objectives","measurable outcomes"],"categories":["education","content-generation","productivity"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_illumidesk__cap_1","uri":"capability://education.ai.powered.quiz.and.assessment.generation","name":"ai-powered quiz and assessment generation","description":"Automatically creates quizzes, multiple-choice questions, and assessments based on course content. Generates diverse question types and difficulty levels to evaluate student understanding.","intents":["I need to create assessments quickly without writing every question manually","I want varied question types to test different levels of understanding","I need to generate quizzes that align with my course content"],"best_for":["educators with heavy course loads","instructors building multiple courses","technical educators"],"limitations":["generated questions may require review for accuracy and pedagogical appropriateness","limited ability to create domain-specific or highly specialized assessments"],"requires":["course content or learning objectives","AI content generation engine"],"input_types":["course text","learning objectives","topic descriptions"],"output_types":["quiz questions","multiple choice options","answer keys","difficulty ratings"],"categories":["education","assessment","content-generation"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_illumidesk__cap_10","uri":"capability://education.multi.format.course.content.import.and.conversion","name":"multi-format course content import and conversion","description":"Imports course content from various formats (PowerPoint, PDFs, Word documents, existing LMS exports) and converts them into IllumiDesk-compatible course structure with minimal manual intervention.","intents":["I have existing course materials in PowerPoint/PDF and want to convert them to an interactive course","I'm migrating from another LMS and need to import my courses","I want to reuse existing materials without rebuilding from scratch"],"best_for":["educators migrating from other platforms","instructors with existing course materials","institutions consolidating courses"],"limitations":["conversion quality depends on source material structure","may lose formatting or interactive elements from source","requires review and cleanup after import"],"requires":["source course files","import/conversion engine"],"input_types":["PowerPoint files","PDF documents","Word documents","LMS export files"],"output_types":["course structure","lesson content","media assets","assessment items"],"categories":["education","content-import","migration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_illumidesk__cap_2","uri":"capability://coding.interactive.jupyter.notebook.embedding.in.courses","name":"interactive jupyter notebook embedding in courses","description":"Embeds live, executable Jupyter notebooks directly into course content, allowing students to run code, modify examples, and experiment with code in real-time without leaving the course environment.","intents":["I want students to write and execute code directly in my course","I need to show live code examples that students can modify and experiment with","I want to create hands-on programming exercises within the course"],"best_for":["data science instructors","programming educators","technical bootcamp operators","computer science teachers"],"limitations":["requires student familiarity with Jupyter notebooks or coding environments","not suitable for non-technical subjects","computational resources needed for code execution"],"requires":["Jupyter notebook files","backend infrastructure for code execution","student access to computing environment"],"input_types":["Jupyter notebook files (.ipynb)","Python code","markdown documentation"],"output_types":["executable code cells","code output","visualizations","interactive plots"],"categories":["coding","education","interactivity"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_illumidesk__cap_3","uri":"capability://education.course.content.scaffolding.and.structuring","name":"course content scaffolding and structuring","description":"AI-assisted organization of course materials into logical modules, lessons, and sections. Automatically structures content hierarchy and suggests content sequencing based on pedagogical principles.","intents":["I have lots of course content but don't know how to organize it logically","I want to structure my course in a way that follows best practices","I need help breaking down complex topics into manageable lessons"],"best_for":["subject matter experts without instructional design background","educators building courses quickly","instructors with existing but unorganized content"],"limitations":["may not account for specific institutional requirements or learner prerequisites","generic sequencing may not match optimal learning progression for all subjects"],"requires":["existing course content or topic outline","AI content analysis engine"],"input_types":["course materials","topic descriptions","content outlines"],"output_types":["course structure","module organization","lesson sequencing","content hierarchy"],"categories":["education","content-organization","productivity"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_illumidesk__cap_4","uri":"capability://education.rapid.course.creation.from.minimal.input","name":"rapid course creation from minimal input","description":"Generates complete course shells or drafts from minimal input like a course title or topic description. Creates initial structure, content outlines, and interactive elements that can be refined and customized.","intents":["I need to create a course quickly and don't know where to start","I want a course template I can customize rather than building from scratch","I need to launch a course in days instead of weeks"],"best_for":["busy educators","instructors under time pressure","educators new to course creation","bootcamp operators"],"limitations":["generated courses require significant customization and review","may lack domain-specific depth or nuance","quality depends on input specificity"],"requires":["course topic or title","AI content generation engine"],"input_types":["course title","topic description","target audience"],"output_types":["course outline","module structure","initial content","assessment templates"],"categories":["education","content-generation","productivity"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_illumidesk__cap_5","uri":"capability://education.interactive.element.suggestion.and.scaffolding","name":"interactive element suggestion and scaffolding","description":"Recommends and auto-generates interactive elements (quizzes, code exercises, discussions, simulations) appropriate for specific content sections. Suggests where to add interactivity to improve engagement.","intents":["I want to make my course more interactive but don't know where to add activities","I need suggestions for what type of interactive element would work best here","I want to scaffold learning with appropriate interactive exercises"],"best_for":["educators focused on student engagement","instructors building technical courses","educators new to interactive design"],"limitations":["suggestions are generic and may not match specific learning objectives perfectly","requires human judgment to implement effectively"],"requires":["course content","learning objectives","AI recommendation engine"],"input_types":["course text","learning objectives","content topics"],"output_types":["interactive element recommendations","exercise templates","activity suggestions"],"categories":["education","interactivity","engagement"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_illumidesk__cap_6","uri":"capability://education.course.content.generation.from.outlines","name":"course content generation from outlines","description":"Expands course outlines and topic lists into full lesson content, including explanations, examples, and supporting materials. Generates readable, pedagogically-sound course text from minimal input.","intents":["I have a course outline but need help writing the actual lesson content","I want to expand my topic list into full course materials quickly","I need well-written explanations and examples for my lessons"],"best_for":["busy educators","subject matter experts without strong writing skills","instructors building multiple courses"],"limitations":["generated content requires review for accuracy and appropriateness","may lack specific examples or context relevant to learner population","may need significant editing for tone and style"],"requires":["course outline or topic list","AI text generation engine"],"input_types":["course outline","topic descriptions","learning objectives"],"output_types":["lesson content","explanations","examples","supporting text"],"categories":["education","content-generation","writing"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_illumidesk__cap_7","uri":"capability://coding.jupyter.notebook.based.code.exercise.generation","name":"jupyter notebook-based code exercise generation","description":"Automatically creates coding exercises and assignments in Jupyter notebook format with starter code, instructions, and test cases. Generates hands-on programming problems aligned with learning objectives.","intents":["I need to create coding exercises for my students quickly","I want to generate programming assignments with clear instructions and test cases","I need practice problems that align with what I'm teaching"],"best_for":["programming educators","data science instructors","bootcamp operators","computer science teachers"],"limitations":["generated exercises may have bugs or unclear instructions requiring review","limited to languages/frameworks supported by Jupyter","may not match specific skill level appropriately"],"requires":["learning objectives","programming language/framework","AI code generation engine"],"input_types":["topic descriptions","skill level","learning objectives"],"output_types":["Jupyter notebooks","starter code","test cases","solution notebooks"],"categories":["coding","education","exercise-generation"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_illumidesk__cap_8","uri":"capability://education.course.publishing.and.deployment.to.learning.platform","name":"course publishing and deployment to learning platform","description":"Publishes completed courses to the IllumiDesk platform and integrates with learning management systems. Handles course deployment, student enrollment, and platform configuration.","intents":["I want to publish my course and make it available to students","I need to integrate my course with our institution's LMS","I want to manage student access and enrollment"],"best_for":["educators ready to launch courses","institutions with existing LMS","instructors managing multiple cohorts"],"limitations":["limited customization of visual design compared to traditional LMS","may require technical setup for LMS integration"],"requires":["completed course content","student roster or enrollment system","LMS integration credentials if applicable"],"input_types":["course materials","student data","configuration settings"],"output_types":["published course","enrollment links","student access credentials"],"categories":["education","deployment","platform-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_illumidesk__cap_9","uri":"capability://education.ai.assisted.course.content.review.and.improvement.suggestions","name":"ai-assisted course content review and improvement suggestions","description":"Analyzes existing course content and provides suggestions for improvement, including clarity, completeness, alignment with learning objectives, and pedagogical best practices.","intents":["I want feedback on whether my course content is clear and complete","I need suggestions for improving my existing course","I want to ensure my content aligns with my learning objectives"],"best_for":["educators refining existing courses","instructors seeking quality assurance","educators new to course design"],"limitations":["suggestions are generic and may not account for specific learner population","requires human judgment to implement effectively"],"requires":["existing course content","learning objectives","AI analysis engine"],"input_types":["course text","learning objectives","assessment items"],"output_types":["improvement suggestions","clarity feedback","alignment analysis","best practice recommendations"],"categories":["education","quality-assurance","content-improvement"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":44,"verified":false,"data_access_risk":"high","permissions":["course topic or existing course content","access to AI content generation","course content or learning objectives","AI content generation engine","source course files","import/conversion engine","Jupyter notebook files","backend infrastructure for code execution","student access to computing environment","existing course content or topic outline"],"failure_modes":["may require human review for accuracy and alignment with specific institutional standards","generic output without deep context about learner population","generated questions may require review for accuracy and pedagogical appropriateness","limited ability to create domain-specific or highly specialized assessments","conversion quality depends on source material structure","may lose formatting or interactive elements from source","requires review and cleanup after import","requires student familiarity with Jupyter notebooks or coding environments","not suitable for non-technical subjects","computational resources needed for code execution","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.39999999999999997,"quality":0.82,"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":"2026-05-24T12:16:31.445Z","last_scraped_at":"2026-04-05T13:23:42.547Z","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=illumidesk","compare_url":"https://unfragile.ai/compare?artifact=illumidesk"}},"signature":"kPf4S9eknwYwzWgDg6BehKryq1pR88TtlMZbgCqozwxd4/JMkF/LXM/cAJtVGeXFYLDJBJ68L07DYSszNHZeBQ==","signedAt":"2026-06-22T10:37:38.793Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/illumidesk","artifact":"https://unfragile.ai/illumidesk","verify":"https://unfragile.ai/api/v1/verify?slug=illumidesk","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"}}